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RS20110540A1 - STEREOSCOPIC SYSTEM AND PROCEDURE FOR DETERMINING DISTANCE AND SPEED - Google Patents

STEREOSCOPIC SYSTEM AND PROCEDURE FOR DETERMINING DISTANCE AND SPEED

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Publication number
RS20110540A1
RS20110540A1 RS20110540A RSP20110540A RS20110540A1 RS 20110540 A1 RS20110540 A1 RS 20110540A1 RS 20110540 A RS20110540 A RS 20110540A RS P20110540 A RSP20110540 A RS P20110540A RS 20110540 A1 RS20110540 A1 RS 20110540A1
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Serbia
Prior art keywords
speed
camera
effort
image
images
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RS20110540A
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Serbian (sr)
Inventor
Saša VUJIĆ
Original Assignee
Vlatacom D.O.O.
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Priority to RS20110540A priority Critical patent/RS53657B1/en
Publication of RS20110540A1 publication Critical patent/RS20110540A1/en
Publication of RS53657B1 publication Critical patent/RS53657B1/en

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  • Stereoscopic And Panoramic Photography (AREA)
  • Eye Examination Apparatus (AREA)

Abstract

Invention herewith described refers to the stereoscopic system and the procedure for the distance and speed determination which allows determining the distance and speed of an object at rest or when it moves in the known direction with regard to the axis of the system.

Description

STEREOSKOPSKISISTEM I POSTUPAK ZA ODREĐIVANJESTEREOSCOPIC SYSTEM AND DETERMINATION PROCEDURE

RASTOJANJAI BRZINEDISTANCES AND SPEEDS

(STEREOSCOPIC SYSTEM AND METHOD FOR DISTANCE AND SPEED (STEREOSCOPIC SYSTEM AND METHOD FOR DISTANCE AND SPEED

DETERMINATION) DETERMINATION)

OBLAST TEHNIKETECHNICAL FIELD

Stereoskopski sistem i postupak za određivanje nastojanja i brzine, prema pronalasku, pripada oblasti fotogrametrije i videogrametrije, tj. obradi slike I video signala Iz različitih izvora radi prenošenja informacije o udaljenosti, kao i sistemima za određivanje brzine koji koriste refleksiju ili ponovno zračenje elektromagnetnih talasa drugačijih od radio talasa, i to za određivanje brzine i smera kretanja. Takođe, pronalazak pripada i slgnallzacionim sistemima za upravljanje saobraćajem, i to saobraćajno kontrolnim sistemima za identifikaciju saobraćajnih prekrSilaca u drumskom saobraćaju, sa opremom za utvrđivanje brzine i fotografisanjem vozila. Prema međunarodnoj klasifikaciji patenata (MKP) pronalazak pripada klasama: G01C 11/00; G01C 11/36; G01S 17/58; G08G 1/0521G08G 1/054. The stereoscopic system and procedure for determining effort and speed, according to the invention, belongs to the field of photogrammetry and videogrammetry, i.e. image and video signal processing From various sources to transmit distance information, as well as speed determination systems that use reflection or re-radiation of electromagnetic waves other than radio waves to determine speed and direction of movement. Also, the invention belongs to the identification systems for traffic management, namely traffic control systems for identification of road users in road traffic, with equipment for determining speed and photographing vehicles. According to the International Patent Classification (IPC), the invention belongs to classes: G01C 11/00; G01C 11/36; G01S 17/58; G08G 1/0521G08G 1/054.

TEHNIČKI PROBLEMTECHNICAL PROBLEM

Stereoskopski sistem i postupak za određivanje nastojanja i brzine, prema pronalasku, rešava problem realizacije sistema za određivanje nastojanja, brzine i smera kretanja objekata čiji je pravac kretanja u odnosu na osu sistema poznat. Tipičan primer upotrebe ovakvog sistema je u saobraćaju gde se vozila kreću u saobraćajnim trakama. U saobraćaju je sve viSe vozila, i sa povećanjem broja vozila povećava se potreba za aktivnim praćenjem saobraćaja radi efikasnijeg upravljanja saobraćajem i povećanja bezbednosti u saobraćaju. Efikasnije upravljanje saobraćajem je moguće ukoliko se obezbede podaci o trenutnim brzinama vozila, u realnom vremenu. Na osnovu tih podataka moguće je, na primer, prilagoditi saobraćajnu signalizaciju trenutnom stanju u saobraćaju. Veliki broj saobraćajnih nezgoda uzrokovan Je neprilagođenom brzinom kretanja vozila. U nameri da se poveća bezbednost učesnika u saobraćaju, ili da se unapredl efikasnost upravljanja saobraćajem, jedan od načina Je da se koriste fiksni ili mobilni sistemi za nadzor saobraćaja, sa mogućnošću detekcije saobraćajnih prekršaja, kao što su prekoračenje brzine, prolazak kroz crveno svetio, vožnja u nedozvoljenom smeru, nedozvoljena skretanja i slično. U okviru ovih sistema, za određivanje brzine vozila koriste se različite vrste memih sistema, na primer sistemiza određivanje brzine korištenjem radio talasa (RADAR), sistemi za određivanje brzineThe stereoscopic system and procedure for determining effort and speed, according to the invention, solves the problem of implementing a system for determining effort, speed and direction of movement of objects whose direction of movement in relation to the axis of the system is known. A typical example of the use of such a system is in traffic where vehicles move in traffic lanes. There are more and more vehicles in traffic, and with the increase in the number of vehicles, the need for active traffic monitoring increases for more efficient traffic management and increased traffic safety. More efficient traffic management is possible if data on current vehicle speeds is provided in real time. Based on this data, it is possible, for example, to adapt traffic signals to the current traffic situation. A large number of traffic accidents are caused by inappropriate vehicle speed. In order to increase the safety of road users, or to improve the efficiency of traffic management, one of the ways is to use fixed or mobile traffic monitoring systems, with the possibility of detecting traffic violations, such as speeding, running through a red light, driving in an illegal direction, illegal turns and the like. Within these systems, different types of mechanical systems are used to determine the speed of the vehicle, for example speed determination systems using radio waves (RADAR), speed determination systems

korištenjem usmerenih elektromagnetnih talasa (LIDAR), a kod fiksnih sistema joši using directional electromagnetic waves (LIDAR), and with fixed systems even more

različiti tipovisenzora ugrađenih u putnu podlogu. Svetripomenute vrste memihdifferent types of sensors embedded in the road surface. The aforementioned types of memes

sistema za određivanje brzine vozila često se sprežu za sistemima za uzimanje slikai vehicle speed detection systems are often coupled to imaging systems

prepoznavanje podataka, pomoću kojih se automatski čitaju podaci sa registarskihdata recognition, which automatically reads data from the register

tablica vozila, te setipodaci sprežuičine zajednički zapis o detektovanomvozilu,kojithe vehicle table, and the combined data sets form a common record of the detected vehicle, which

se koriste kao dokazni materijal na sudu za dokazivanje da se vozilo sa tomare used as evidence in court to prove that the vehicle was driven with it

registarskom tablicom,udatom trenutku, na datom mestukretalobrzinom većom odwith a license plate, at a given moment, at a given place, moving at a speed greater than

dozvoljene, ili za neke druge svrhe. Svi pomenuti sistemi za određivanje brzine vozilapermitted, or for some other purpose. All mentioned systems for determining vehicle speed

imaju značajne nedostatke. RADAR-i nemaju dovoljno usmereno zračenje, pa se čestohave significant drawbacks. RADARs do not have sufficiently directed radiation, so they often

dešava da budu osporeni na sudu, posebno ako jeu blizinivozilaudatom trenutku biloi they happen to be challenged in court, especially if there are vehicles nearby at that moment

neko drugo vozilo. Za funkcionisanje RADAR-a neophodno Je značajno radio-talasnoanother vehicle. For the RADAR to function, it is necessary to have a significant amount of radio waves

zračenje koje može da se detektuje sa dovoljno velike udaljenosti,itako da omogućiradiation that can be detected from a sufficiently large distance, thus enabling

potencijalnomprekršiocu,ako ima odgovarajući uređaj za detekciju radarskog zračenja,potential offender, if he has a suitable device for detecting radar radiation,

da na vreme smanji brzinuiizbegne detekciju prekršaja. Takođe, postoji potreba zato reduce speed in time and avoid detection of violations. Also, there is a need for

dodatnom sinhronizacijom ova dva sistema. LIDAR sistemi, zbog specifičnog načinaadditional synchronization of these two systems. LIDAR systems, because of the specific way

funkcionisanja, imajuvrloograničenu primenuu smislumogućeg radnog nastojanjaod functioning, have a very limited application in terms of the possible work effort of

uređaja do vozila u zoni određivanja brzine kretanja vozila, koje obično iznosi stotinedevice to the vehicle in the zone of determining the speed of the vehicle, which usually amounts to hundreds

metara, pa samim timiograničenuiotežanu primenu sistema za automatskometers, thus limiting and making the application of the automatic system difficult

prepoznavanje regisarskog broja vozila. Senzori ugrađeniupodlogu zahtevajurecognition of the registration number of the vehicle. Sensors embedded in the base require

građevinske radove na samoj podlozi, kao I povezivanje sa udaljenim ostatkom sistemaconstruction works on the base itself, as well as connection to the remote rest of the system

koji je lociran na odvojenom mestu. Pored opisanih sistema koji se nalazeu širokoj which is located in a separate place. In addition to the described systems that are found in wide

upotrebi, jedan od najjednostavnijih načina za određivanje brzine vozila je neposrednouse, one of the simplest ways to determine vehicle speed is directly

obradom podataka sa slika dobijenih sa sistema za uzimanje slikaIprepoznavanjeby processing data from images obtained from the system for taking images and recognition

podataka, pomoću kojih se čitaju podaci sa registarskih tablica vozila,i kojisu običnodata, which are used to read the data from the vehicle registration plates, which are usually

sastavni deo sveobuhvatnog sistema za nadzorIkontrolu saobraćaja. Nedostatakan integral part of the comprehensive system for traffic supervision and control. The lack

ovakvih rešenja Je nedovoljna preciznost, odnosno velika greška koju činepri Such solutions are insufficiently precise, that is, the big mistake they make

određivanju brzine vozila. Ova velika greška ihčininepraktičnim za najveći brojdetermining the speed of the vehicle. This major flaw makes them impractical for most

primena. Takođe, postoje sistemi za određivanje prosečne brzine kretanja vozila, kodapplication. Also, there are systems for determining the average speed of vehicle movement, code

kojih su na dve odvojene lokacije postavljeni senzorikojidetektuju prolazak vozila, I gde se na osnovu poznatog proteklog vremenaodređujeprosečna brzina kretanja izmeđuwhich are placed in two separate locations with sensors that detect the passing of vehicles, and where, based on the known elapsed time, the average movement speed between

dve zone posmatranja. Ove dve zone uopšteno govoreći mogu da buduinatwo observation zones. Generally speaking, these two zones can be the future

nastojanjima koja se mere stotinama metaraIIIu kilometrima. Kod ovakvih sistemaefforts that are measured in hundreds of meters and kilometers. With such systems

neophodno je obezbediti dve lokacije za ugradnju opreme, kao i sinhronizaciju odvojenih sistema. Pored navedenih primora u saobraćaju, ovde predloženi stereoskopski sistem i postupak za određivanje nastojanja i brzine, moguće je koristiti kada Je potrebno odrediti nastojanje posmatranog objekta, kao i brzinu I smer kretanja, u svim primenama u kojima Je poznat prvac kretanja u odnosu na referentnu osu sistema. it is necessary to provide two locations for installation of equipment, as well as synchronization of separate systems. In addition to the aforementioned constraints in traffic, the stereoscopic system and procedure for determining the effort and speed proposed here can be used when it is necessary to determine the effort of the observed object, as well as the speed and direction of movement, in all applications where the direction of movement relative to the reference axis of the system is known.

STANJE TEHNIKESTATE OF THE ART

Potreba za određivanjem nastojanja i brzine pokretnih objekata, postoji odavno, pa su brojni primeri patenata koji opisuju načine za određivanje nastojanja i/ili brzine pokretnih objekata, kao na primer The need to determine the effort and speed of moving objects has existed for a long time, so there are numerous examples of patents that describe ways to determine the effort and/or speed of moving objects, such as

U.S. Pat. No. 3,788,201, koji opisuje postupak za kreiranje fotografskog zapisa, koji uključuje određivanje brzine vozila, korištenjem RADAR-a, ili utvrđivanjem relativnih odnosa veličine vozila na fotografiji, u odnosu na unapred poznati vremenski interval; U.S. Pat. No. 3,788,201, which describes a method for creating a photographic record, which includes determining the speed of a vehicle, using RADAR, or determining the relative proportions of the size of the vehicle in the photograph, in relation to a pre-known time interval;

Nemački patent DE 2112325, opisuje optički uređaj za simultano merenje nastojanja pokretnog objekta i njegove brzine u odnosu na fiksnu referentnu tačku. Rastojanje objekta je određeno merenjem kašnjenja laserskog snopa, a brzina je određena pomerajem frekvencije reflektovanog talasa; German patent DE 2112325 describes an optical device for simultaneous measurement of the effort of a moving object and its speed in relation to a fixed reference point. The distance of the object is determined by measuring the delay of the laser beam, and the speed is determined by the shift in the frequency of the reflected wave;

Nemački patent DE 2229887 (U.S. Pat. No. 3,954,335), opisuje unapređeni laserski sistem koji omogućava mnogo brže merenje, uvođenjem referentne ravni i referentnog periodičnog signala German patent DE 2229887 (U.S. Pat. No. 3,954,335) describes an improved laser system that enables much faster measurement by introducing a reference plane and a reference periodic signal

Nemački patent DE 2235020 (U.S. Pat. No. 4,195,425), opisuje sistem za merenje relativne pozicije i/ili brzine između dva objekta, kod kojeg se generlšu električni signali učestanosti koja Je srazmerna relativnom kretanju slika dobijenih u bar dve različite pozicije, u odnosu na optički sistem; German patent DE 2235020 (U.S. Pat. No. 4,195,425), describes a system for measuring the relative position and/or speed between two objects, in which electrical signals are generated with a frequency that is proportional to the relative movement of images obtained in at least two different positions, in relation to the optical system;

U.S. Pat. No. 4,236,140, opisuje dopler RADAR uređaj, kod kog je unapređen algoritam za proveru validnosti utvđenih vrednosti brzine vozila; U.S. Pat. No. 4,236,140, describes the Doppler RADAR device, where the algorithm for checking the validity of the determined vehicle speed values has been improved;

U.S. Pat. No. 4,317,117, koji opisuje međukorelisani dopler RADAR i infracrveni detektor za određivanje brzine vozila; U.S. Pat. No. 4,317,117, which describes a cross-correlated Doppler RADAR and infrared detector for determining vehicle speed;

Japanski patent JP 62-312192 (U.S. Pat. No. 4,908,704), opisuje postupak i uređaj za uzimanje slike i utvrđivanje nastojanja pokretnog objekta, na osnovu veličine objekta na slici i njegovim poređenjem sa referentnim mapama podeljenim u blokove; U.S. Pat. No. 5,353,021, opisuje određivanje brzine vozila u tunelu, gde se Japanese patent JP 62-312192 (U.S. Pat. No. 4,908,704), describes a method and device for taking an image and determining the effort of a moving object, based on the size of the object in the image and its comparison with reference maps divided into blocks; U.S. Pat. No. 5,353,021, describes determining the speed of a vehicle in a tunnel, where

koriste poznati referentni markeri unutar tunelausing known reference markers inside the tunnel

U.S. Pat. No. 5,742,699, opisuje pasivni sistem,kojije baziran na CCD kameri,U.S. Pat. No. 5,742,699, describes a passive system based on a CCD camera,

gde se osim određivanja brzine vozila, pohranjuju slike vozila,idaje manju osetljivostwhere, in addition to determining the speed of the vehicle, images of the vehicle are stored, giving a lower sensitivity

na pramenu ugla u odnosu na posmatranovozilo at the tip of the corner in relation to the observer vehicle

Japanski patent JP 11-041364 (U.S. Pat. No. 6,628,804), opisuje postupaki Japanese Patent JP 11-041364 (U.S. Pat. No. 6,628,804), describes the processes

uređaj za merenje brzine vozila, korišćenjem kamere i izračunavanjem horizontalnogi device for measuring vehicle speed, using a camera and calculating the horizontal

vertikalnog pomeranja, na osnovu poznatog položaja kamereuodnosu na posmatranoof vertical displacement, based on the known position of the camera in relation to the observed

polje.field.

U.S. Pat. No. 6,696,978, opisuje kombinovani sistemukom se koristi laserili U.S. Pat. No. 6,696,978, describes a combined system using lasers

radar za određivanje brzine, povezan sa kamerom koja uzima sliku tablice vozila kojespeed radar, connected to a camera that takes a picture of the license plate of the vehicle that

se kreče brzinom iznad dozvoljene.is moving at a speed above the permitted speed.

Patentna prijavaizVelike Britanije GB 2342800, opisuje sistem za merenjePatent application from Great Britain GB 2342800, describes the measuring system

brzine vozila korišćenjem markera ugrađenihupodlogu, na predefinisanimvehicle speed using markers embedded in the base, on predefined

nastojanjima. efforts.

U.S. Pat. No. 6,914,541, opisujemobilni Ilistacionarni sistem za detekcijuU.S. Pat. No. 6,914,541, describes a mobile Illustration detection system

prekoračenja brzineidrugih saobraćajnih prekršaja, kaoiIdentifikaciju saobraćajnihspeeding and other traffic violations, as well as identification of traffic

prekršilacaiizdavanje kazni, analizom prikupljenih slika koja sevrši ucentru, naoffenders and the issuance of fines, by analyzing the collected images, which is completed in the center, on

osnovu slika koje šalju savesnl građani.based on pictures sent by conscientious citizens.

U.S. Pat. No. 6,985,827, opisuje sistemkojikoristi laserski merač brzine vozilaU.S. Pat. No. 6,985,827, describes a system using a laser vehicle speedometer

povezan sa kamerom za uzimanje slika vozila,Ilokalni procesor koji obezbeđujeconnected to the camera for taking pictures of the vehicle, and the local processor that provides

upoređivanje izmorene brzine sareferentnom idavanje signala kameri za slikanje, kaoiuzimanje slike sa kamere.comparing the exhausted speed with the reference signal to the imaging camera, as well as taking the image from the camera.

U.S. Pat. No. 6,999,004, opisuje sistemIpostupak za detekcijuipraćenje vozilaU.S. Pat. No. 6,999,004, describes a system and method for vehicle detection and tracking

utunelima, kod kog se brzina određuje izračunavanjemIzbrojnih slika dobijenihtokom sunken, where the speed is determined by calculating the number of images obtained during the flow

praćenjamonitoring

U.S. Pat. No. 7,075,625, uređajipostupak za određivanje nastojanja objekta,U.S. Pat. No. 7,075,625, Apparatus and Method for Determining Object Effort,

koji sadrži projektore koji emltuju kodirane oblike,Ikamere, gde projektor emitujewhich contains projectors that emit coded shapes, and cameras, where the projector emits

kodirane oblike i na osnovu primeljenih sadržaja se triangulacijom određuje rastojanje.coded shapes and based on the applied contents, the distance is determined by triangulation.

Britanski patent GB 2438778 (U.S. Pat. No. 7,680,545), opisuje sistemi British patent GB 2438778 (U.S. Pat. No. 7,680,545), describes systems

postupak za potvrdu izmorene brzine, kod kog se koristi neki od postojećih sistema zaa procedure for confirming the fatigued speed, where one of the existing systems is used for

merenje brzine, kaoštosu laser Ili radar,ifiksni markeri na poznatim nastojanjima, gdespeed measurement, such as laser or radar, fixed markers on known efforts, where

se na osnovu Izmerene brzine izračunava trenutakukom kamera treba da uzme sliku.based on the measured speed, the moment the camera should take the picture is calculated.

U.S. Pat. No. 7,689,347, opisuje sistemipostupak za upravljanje saobraćajnomsignalizacijom, kod kog se koristi kamera sa mogućnošću pomeranja gore-dole, levo-desno, uvećanjem-smanjenjem, brzim pozicioniranjem i automatskim fokusiranjem, i procesorska jedinica koja izračunava deo slike u kom se nalazi vozilo i određuje njegovu veličinu, brzinu I rastojanje, radi donošenja odluke o upravljačkim signalima za saobraćajnu signalizaciju. U.S. Pat. No. 7,689,347, describes a system and procedure for traffic signal management, which uses a camera with the ability to move up-down, left-right, zoom-in, fast positioning and automatic focusing, and a processing unit that calculates the part of the image in which the vehicle is located and determines its size, speed and distance, in order to make a decision on control signals for traffic signals.

U.S. Pat. No. 7,924,409, uređaj i postupak za određivanje nastojanja objekta, kod kog je između sistema sočlva i optičkog senzora postavljena transparentna ploča na kojoj su markeri, pomoću kojih se određuje rastojanje objekta. U.S. Pat. No. 7,924,409, a device and method for determining the effort of an object, in which a transparent plate with markers is placed between the lens system and the optical sensor, with the help of which the distance of the object is determined.

Tajvanska patentna prijava TW 200937358, opisuje uređaj za određivanje modela i brzine vozila, kod kog su kamere postavljene upravno na pravac kretanja vozila. Taiwanese patent application TW 200937358, describes a device for determining the model and speed of a vehicle, where the cameras are placed perpendicular to the direction of movement of the vehicle.

PCT patentna prijava VVO/2010/043252, opisuje postupak i sistem za određivanje brzine vozila kod kog se koristi detektor prolaska vozila, uređaj za merenje brzine i kamera, gde se na osnovu imerene brzine izračunava trenutak kada će kamera uzeti sliku, I gde se radi ubrzanja obrade slike koristi svaka druga, treća ili četvrta linija slike. PCT patent application VVO/2010/043252, describes the procedure and system for determining the speed of a vehicle that uses a vehicle passing detector, a speed measuring device and a camera, where the moment when the camera will take a picture is calculated based on the measured speed, and where every second, third or fourth line of the picture is used to speed up the processing of the picture.

OPIS PRONALASKADESCRIPTION OF THE INVENTION

Pronalazak će u narednom opisu biti pojednostavljeno predstavljen mogućim izvedbama. Date izvedbe služe da objasne principe pronalaska, i nikako da ograniče obim zaštite koji je dat patentnim zahtevima u nastavku. In the following description, the invention will be presented in a simplified manner with possible implementations. The embodiments given serve to explain the principles of the invention, and in no way limit the scope of protection afforded by the claims below.

Stereoskopski sistem i postupak za određivanje nastojanja i brzine, prema pronalasku, rešava problem određivanja nastojanja i brzine za slučaj kada objekat miruje ili se kreće poznatim pravcem u odnosu na osu sistema. Primer moguće upotrebe ovakvog sistema je u saobraćaju, gde se vozila kreću u saobraćajnim trakama, i gde se u zoni posmatranja sa dovoljno malom greškom može aproksimirati da je kretanje pravolinijsko. U slučaju fiksnog sistema, prilikom instalacije opreme neophodno je izmoriti uglove, azimut i elevaciju, pod kojim se nalazi osa sistema u odnosu na posmatrani pravac kretanja, pri čemu je greška određivanja nastojanja I brzine manja ukolik<p>j su ovi uglovi manji, dok Je u slučaju mobilnog sistema, gde je na primer vozilo platforma koja obezbeđuje mobilnost sistemu, i gde je objekat od interesa drugo vozilo, moguće da operater unese podatak o posmatranoj saobraćajnoj traci, i da se na osnovu toga aproksimiraju uglovi. U ovom drugom slučaju elevacioniugao je uvek isti, zavisi od izbora ugla pri montaži opreme na mobilnu platformu,i The stereoscopic system and procedure for determining effort and speed, according to the invention, solves the problem of determining effort and speed for the case when the object is at rest or moving in a known direction relative to the axis of the system. An example of the possible use of such a system is in traffic, where vehicles move in traffic lanes, and where in the observation zone, with a sufficiently small error, it can be approximated that the movement is in a straight line. In the case of a fixed system, during the installation of the equipment, it is necessary to calculate the angles, azimuth and elevation, under which the axis of the system is located in relation to the observed direction of movement, whereby the error of determining the effort and speed is smaller if <p>j these angles are smaller, while in the case of a mobile system, where for example the vehicle is a platform that provides mobility to the system, and where the object of interest is another vehicle, it is possible for the operator to enter information about the observed traffic lane, and to approximate the angles based on that. In this second case, the elevation angle is always the same, it depends on the choice of angle when mounting the equipment on the mobile platform, and

optimalno je da iznosi nula stepenl odnosno da je osa sistema paralelna sa podlogomit is optimal for it to be zero degrees, that is, for the axis of the system to be parallel to the base

na kojoj se nalazi mobilna platforma, odnosno vozilo, dok se azimut određuje naon which the mobile platform, i.e. the vehicle, is located, while the azimuth is determined at

osnovu predefinisane Širine saobraćajne trake, i za najjednostavniji slučaj kada su obabased on the predefined width of the traffic lane, and for the simplest case when both are

vozila u istoj traci iznosi takođe nula stepeni. Moguće je da sistem na vozilu budevehicles in the same lane is also zero degrees. It is possible for the system on the vehicle to be

usmeren unapred, I da određuje rastojanjeibrzinu posmatranih vozila koja su ispreddirected forward, and to determine the distance and speed of the observed vehicles in front

vozila, ili pak da bude usmeren unazad, i da određuje rastojanje I brzinu posmatranihvehicle, or to be directed backwards, and to determine the distance and speed of the observed

vozila koja se nalaze iza vozila.vehicles behind the vehicle.

Stereoskopski sistem i postupak za određivanje nastojanjaIbrzine, premaStereoscopic system and procedure for determining the effortVelocity, according to

pronalasku, je prikazan na priloženim slikama na kojima iste referentne oznakeinvention, is shown in the attached figures in which the same reference marks

označavaju iste elemente uređajaigde:denote the same device elements everywhere:

Slika 1 prikazuje osnovnu geometriju u ravni, gde su predstavljene tačkeFigure 1 shows the basic geometry in the plane, where the points are represented

posmatranja sa uglovima vidnog polja, objekat od interesa sa pripadajućim vektoromobservations with the angles of the field of view, the object of interest with the associated vector

brzine, projekcijama brzine u ravni x-y, i nastojanjem od tačaka posmatranja, osespeed, speed projections in the x-y plane, and effort from observation points, axes

sistema, kaoipoložaj kalibracione površine koja se koristi za određivanje parametarasystem, as the position of the calibration surface used to determine the parameters

sistema.system.

Slika 2 prikazuje međusobni položajioijentaciju reflektujućlh površinaikamere,Figure 2 shows the mutual position and orientation of the reflective surfaces of the camera,

relevantne ose sistema, kao i položaje virtualnih kamera.relevant system axes, as well as virtual camera positions.

Slika 3 prikazuje sliku dobijenu kamerom na kojoj Je prikazan objekat odFigure 3 shows the image obtained by the camera showing the object of

interesairelevantne ose, kaoirazdvajanje ove sllike na dve poluslike.interest and relevant axes, such as the separation of this image into two half-images.

Slika 4 prikazuje kalibracionu površinu sa referentnim tačkama,isliku oveFigure 4 shows the calibration surface with reference points, a copy of this one

kalibracione površine dobijenu kamerom.calibration surface obtained by the camera.

Slika 5 prikazuje postupak kalibracije tokom kog se određuju parametri Rc i Pc,Figure 5 shows the calibration procedure during which the parameters Rc and Pc are determined,

neophodni za određivanje nastojanjaIbrzine.necessary to determine the speed effort.

Slika 6 prikazuje dijagram toka za postupak kojim se određuje rastojanje iFigure 6 shows a flow chart for the procedure to determine the distance i

brzina objekta od interesa.the speed of the object of interest.

Na slici 1 je prikazana osnovna geometrija u ravni x-y. Objektu od interesa 10 jeFigure 1 shows the basic geometry in the x-y plane. The object of interest is 10

pridružen vektor brzine v 11, sa projekcijama vektora brzine vx 12ivy 13,1 sa uglom passociated velocity vector v 11, with velocity vector projections vx 12ivy 13.1 with angle p

14 između vektora brzine v 11iose sistema 30. Prikazane su primarna tačka14 between the velocity vector v 11 and the system 30. The primary point is shown

posmatranja 21, sa primarnom osom posmatranja 31, sekundama tačka posmatranjaobservations 21, with primary observation axis 31, seconds observation point

22, sa sekundarnom osom posmatranja 32, i nastojanje d 20 između primarne 31I 22, with a secondary observation axis 32, and an effort d 20 between the primary 31I

sekundarne ose posmatranja 32. Prikazana osa sistema a 30, je u zajedničkoj ravni sasecondary axes of observation 32. The shown axis of the system a 30, is in the common plane with

primarnom a' 31Isekundarnom osom a" 32, svetriose su paralelne, i osa sistema a30 se nalazi na sredini između primarne a' 31 I sekundarne ose a" 32. Takođe, na slici 1 su prikazane prave koje određuju vidna polja primarne 21isekundarne tačketo the primary a' 31 and the secondary axis a" 32, the three axes are parallel, and the system axis a30 is located in the middle between the primary a' 31 and the secondary axis a" 32. Also, in Figure 1, the lines that define the visual fields of the primary 21 and secondary point are shown

posmatranja 22. Vidno polje primame tačke posmatranja 21 se nalazi izmedju pravihobservations 22. The field of view of the primary observation point 21 is located between the lines

36'i36', dok se vidno polje sekundarne tačke posmatranja 22 nalazi između pravih36' and 36', while the field of view of the secondary observation point 22 is located between the lines

36" i 36". Ugao između ovih pravih predstavlja vidno polje primarne tačke posmatranja36" and 36". The angle between these lines represents the field of view of the primary observation point

21 i označen je sa 6 23. Ispod prave 35" i iznad prave 36', desno od njihove presečne21 and is marked with 6 23. Below the line 35" and above the line 36', to the right of their intersection

tačke na slici 1, se nalazi zona posmatranja 38. Na slici 1 je prikazan i položajpoint in Figure 1, there is observation zone 38. Figure 1 also shows the position

kalibracione površine 80, koja je u ravni normalnoj na osu sistema a 30,ina njojcalibration surface 80, which is in a plane normal to the axis of the system and 30 to it

položaj dve karakteristične tačke 81I82, koje se nalaze u preseku primame a' 31I the position of two characteristic points 81I82, which are located in the intersection of primama a' 31I

sekundarne ose a" 32, sa ravni u kojoj je kallbraciona površina 80. Projekcija na y-osusecondary axis a" 32, from the plane in which the callbration surface is 80. Projection on the y-axis

nastojanja od tačaka posmatranja 21i22, do objekta od interesa 10, je predstavljenaefforts from observation points 21 and 22, to the object of interest 10, is presented

oznakom R 40, dok je sa Rk 41, označena projekcija na y-osu nastojanja od tačakamarked R 40, while with Rk 41, the projection on the y-axis of the effort from the points

posmatranja 21i22, do kalibracione površine 70.observations 21 and 22, to the calibration surface 70.

Na slici 2 su uvećano, u odnosu na sliku 1, prikazane primarna 21 i sekundamaFigure 2 shows the primary 21 and seconds enlarged, compared to Figure 1

tačka posmatranja 22 sa nastojanjem između njih d 20, i sa svojim osama a' 31ia" 32,point of observation 22 with an effort between them d 20, and with its axes a' 31ia" 32,

kao i osa sistema a 30. Na slici 2 je pored toga prikazana kamena 50,isistemas well as the axis of the system a 30. Figure 2 also shows the stone 50,i system

reflektujućih površina 60, koji se u prikazanom slučaju sastoji od četiri ogledala Pl' 61',reflective surfaces 60, which in the case shown consists of four mirrors Pl' 61',

Ps' 62', Pl" 61"iPs" 62", postavljenih tako da kamera dobija stereoskopski pogled naPs' 62', Pl" 61" and Ps" 62", placed so that the camera gets a stereoscopic view of

zonu posmatranja 38. Takođe prikazane su virtuelne kamere, primarna 51i viewing zone 38. Also shown are virtual cameras, primary 51i

sekundama 52, čiji optički senzori se poklapaju sa primarnom 21isekundarnom 22seconds 52, whose optical sensors match the primary 21 and the secondary 22

tačkom posmatranja. Aktivna površina optičkog senzora primame kamere 511 aktivnaobservation point. The active surface of the optical sensor receives the camera 511 active

površina optičkog senzora sekundarne kamere 52, se nalaze u zajedničkoj ravni, takosurface of the optical sensor of the secondary camera 52, are located in a common plane, so

da su Im njihove ose koje su normalne na ovu ravan paralelneipoklapaju se sathat Im their axes that are normal to this plane are parallel and do not coincide with

osama a' 31Ia" 32. Veličina optičkih senzora virtuelnih kamera po x-osi je upolaosama a' 31Ia" 32. The size of optical sensors of virtual cameras along the x-axis is half

manja od veličine po x-osi senzora kamere 50, a vidno polje kamere 50 je dvostrukosmaller than the x-axis size of the camera sensor 50, and the field of view of the camera 50 is double

veće od vidnog polja jedne primame 51isekundarne virtuelne kamere 52,1 iznosi 29,greater than the field of view of one primary 51 and secondary virtual camera 52.1 is 29,

da bi ekvivalencija između ova dva alternativna sistema važila. Kamera 60 se nalazi ufor the equivalence between these two alternative systems to hold. Camera 60 is located in

osi sistema a 30, i postavljena je tako da Jednoj polovini slike odgovara slika koja seaxis of the system a 30, and is placed so that One half of the image corresponds to the image that

dobija pogledom koji odgovara pogledu iz primame tačke posmatranja 21, primarnareceives a view that corresponds to the view from the primary observation point 21, primary

polusllka 77, dok druga polovina slike odgovara slici koja se dobija pogledom kojihalf image 77, while the other half of the image corresponds to the image that is obtained from the view that

odgovara pogledu iz sekundarne tačke posmatranja 22, sekundama polusllka 78.corresponds to the view from the secondary observation point 22, half-seconds 78.

Alternativno, ekvivalentan sistem se dobija ako umesto kamere 50isistemaAlternatively, an equivalent system is obtained if instead of a camera 50isystem

reflektujućih površina 60, postavimo dve kamere, primarnuisekundarnu, na mestoreflective surfaces 60, let's put two cameras, primary and secondary, in place

virtualnih kamera 51 i 52, s tim što svaka od ovih kamera ima upola manji ugao vidnog polja od kamere 50, svaka ima upola manju veličinu optičkog senzora po x-osi, i svaka od njih direktno dobija primarnu 77 i sekundarnu polusllku 78. virtual cameras 51 and 52, with each of these cameras having half the angle of view of camera 50, each having half the x-axis optical sensor size, and each directly receiving a primary 77 and a secondary half-image 78.

Slika 3 u gornjem delu prikazuje kako izgleda slika koja se dobija sa kamerom 50, pomoću sistema reflektujućih površina 60, gde je prikaz objekta od interesa 10, u levom delu slike predstavljen likom 75,1 u desnom delu slike predstavljen likom 76. Na slici Je prikazana I osa slike 70, kao i ose za svaku od poluslika 71 i 72. Osa slike 70 se nalazi na polovini slike i dell sliku na dva dela jednake veličine. Takođe, ova osa seče osu sistema a 30, pod pravim uglom. U donjem delu slike 3 je prikazano kako se od Jedne slike dobljene kamerom 50, dobljaju dve poluslike, primarna 77 i sekundama 78, i kako su x-koordinate Xp' 75 i Xp" 76, koje odgovaraju položaju lika u levoj, primarnoj poluslici l'(n) 77 i lika u desnoj, sekundarnoj poluslicl l"(n) 78 respektivno, u opsegu od 0 do Res/2, gde je Res ukupna rezolucija slike po x-osi. Figure 3 in the upper part shows what the image obtained with the camera 50 looks like, using the system of reflective surfaces 60, where the object of interest 10 is displayed, in the left part of the image represented by character 75, 1 in the right part of the image represented by character 76. The image shows the I axis of the image 70, as well as the axes for each of the half images 71 and 72. The axis of the image 70 is located on the half of the image and divides the image into two parts of equal size. Also, this axis intersects the system axis a 30, at a right angle. In the lower part of figure 3, it is shown how two half-images, primary 77 and second 78, are obtained from one image obtained by the camera 50, and how the x-coordinates Xp' 75 and Xp" 76, which correspond to the position of the character in the left, primary half-image l'(n) 77 and the character in the right, secondary half-image l"(n) 78, respectively, are in the range from 0 to Res/2, where Res is the overall x-axis resolution of the image.

Slika 4 u gornjem delu prikazuje kalibracionu površinu 80, koja Je normalna na osu sltema a 30, i na kojoj se pored mreže 83 koja se opclono koristi za ispravljanje deformacija u slici, i koja može i drugačije izgledati, nalaze dve karakteristične tačke, leva 81, i desna karakteristična tačka 82, koje su na međusobnu nastojanju d 20, i nalaze se u prošeku primame a<*>31 i sekundarne ose a" 32 sa ravni u kojoj se nalazi kalibraciona površina 80. Takođe prikazana su horizontalna 85 i vertikalna osa 86 kalibracione površine 80. Horizontalna osa kalibracione površine 85, prolazi kroz levu 81 i desnu karakterističnu tačku 82, i deli kalibracionu površinu 80 na gornji i donji deo, dok vertikalna osa koja se nalazi tačno između leve 81 I desne karakteristične tačke 82, normalno na horizontalnu osu 85, deli kalibracionu površinu na levu i desnu polovinu. U donjem delu slike 4 prikazano je kako Izgleda slika l(0) 90 kalibracione površine 80, dobljena kamerom 50, pomoću sistema reflektujućih površina 60,1 gde su prikazani likovi karakterističnih tačaka91a. 91b, 92a I 92b,gde su tačke91a i 92a,likovi karakterističnih tačaka 81 i 82, respektivno, u levoj poluslici, i tačke91bI92b,likovi karakterističnih tačaka 81 i 82, respektivno, u desnoj poluslici. U donjem delu slike prikazane su I osa slike 70, ose leve 71 i desne poluslike 72, ekvivalentno prikazu na slici 3, kao i primami i sekundarni likovi mreže 83<*>i 83", u primarnoj I sekundarnoj poluslici, koji se koriste za opcionu kalibraciju. U osi primame poluslike 71, je pr<p>jektovan sadržaj koji se poklapa sa osom koja je paralelna vertikalnoj osi kalibracione površine 86, i koja prolazi kroz levu karakterističnu tačku 81. Analognotome,uosi sekundarne poluslike 72, je pr<p>jektovan sadržaj koji se poklapa sa osomFigure 4 in the upper part shows the calibration surface 80, which is normal to the axis of the axis a 30, and on which, in addition to the grid 83, which is generally used to correct deformations in the image, and which may look different, there are two characteristic points, the left 81, and the right characteristic point 82, which are at mutual effort d 20, and are located in the middle of the primary axis a<*>31 and the secondary axis a" 32 with the plane in which the calibration surface 80 is located. Also shown are the horizontal 85 and the vertical axis 86 of the calibration surface 80. The horizontal axis of the calibration surface 85 passes through the left 81 and the right characteristic point 82, and divides the calibration surface 80 into upper and lower parts, while the vertical axis, located exactly between the left 81 and the right characteristic point 82, normal to the horizontal axis 85, divides calibration surface on the left and right half of U in the lower part of figure 4 it is shown how the image l(0) 90 of the calibration surface 80 looks like, obtained by the camera 50, using the system of reflective surfaces 60,1 where the characters of the characteristic points 91a are shown. 91b, 92a and 92b, where points 91a and 92a are the characters of the characteristic points 81 and 82, respectively, in the left half-image, and points 91b and 92b are the characters of the characteristic points 81 and 82, respectively, in the right half-image. In the lower part of the image, the I-axis of the image 70, the axes of the left 71 and the right half-image 72, equivalent to the representation in Figure 3, are shown, as well as the primary and secondary characters of the network 83<*> and 83", in the primary and secondary half-image, which are used for optional calibration. In the axis of the primary half-image 71, is the projected content that coincides with the axis that is parallel to the vertical axis of the calibration surface 86, and which passes through the left characteristic point 81. Analogously, the axis of the secondary half-image 72, is the projected content that coincides with the axis

koja je paralelna vertikalnoj osi kalibracione površine 86,ikoja prolazi kroz desnuwhich is parallel to the vertical axis of the calibration surface 86, which passes through the right

karakterističnu tačku 82.characteristic point 82.

Na slici 6 prikazana je blok šema sistema koji se sastoji od kamere 60,Figure 6 shows a block diagram of a system consisting of a camera 60,

procesorske jedinice CPU 56imemorije MEMORY 66, kaoisistem reflektujućihprocessor units CPU 56 and memory MEMORY 66, as well as a reflective system

površina 60 preko kojih kamera 50 dobija stereoskopsku sliku zone posmatranja 38.the surface 60 through which the camera 50 obtains a stereoscopic image of the observation zone 38.

Memorija MEMORY 66Iprocesorska jedinica CPU mogu da budu deo posebnogMemory MEMORY 66 and processor unit CPU can be part of a separate

računana 57, ali isto tako mogu da budurelizovaniunutar kamere 50. U ovom slučajucalculated 57, but can also be realized inside the camera 50. In this case

govorimoopametnim (eng. Smart) kamerama, gde može, ali I ne mora da postoji CPUwe are talking about smart cameras, where there may or may not be a CPU

ukonvencionalnom smislu na bazi RISCiCISC arhitekture, već arhitektura procesorske jedinice može da budeiJednostavnija,ina primer realizovanau ividuin the conventional sense, based on RISC and CISC architecture, but the architecture of the processor unit can be even simpler, another example of the realized vision

FPGA tehnologije. Realizacija kamere 50 može da bude proizvoljna, kako po pitanjuFPGA technologies. The implementation of the camera 50 can be arbitrary, as the case may be

računarskih resursa, takoipo pitanju optičkih senzora na kojima je bazirana, kojicomputer resources, as well as the issue of optical sensors on which it is based, which

mogu da budu CCD, CMOSilidrugi optički senzori,ipo pitanju optike, odnosno objektiva koji se koriste uz kameru, koji mogu da budu kako klasični sačvrstim they can be CCD, CMOS or other optical sensors, and the question of optics, i.e. lenses used with the camera, which can be both classic and solid

optičkim elementima, takoIobjektivi bazirani na tečnimIpolimernim materijalima.optical elements, as well as lenses based on liquid polymer materials.

Sistem opciono može da imaisopstveni Izvor elektromagnetnog zračenja, odnosnoThe system can optionally have its own source of electromagnetic radiation, ie

izvor svetJosti 59, koji je na slici 5 takođe prikazan. Izvor svetlosti može da bude sasource of svetJosti 59, which is also shown in Figure 5. The light source can be with

zračenjemuvidljivom delu spektra, infracrvenom delu spektra, a za posebne primeneradiation in the visible part of the spectrum, the infrared part of the spectrum, and for special applications

moguće je koristiti ultraljubičastiilineki drugi deo spektra,ilikombinaciju. Izvor svetlosti može da bude realizovan LED tehnologijom,ilinekom drugom tehnologijomu it is possible to use ultraviolet or some other part of the spectrum, or a combination. The light source can be realized with LED technology, or with any other technology

zavisnosti od primene sistema. Kamere koje se koristeusprezi sa ovim izvorimadepending on the application of the system. Cameras used in conjunction with these sources

svetlosti moraju biti osetljlve na spektralne komponente od interesa. Takođe, sistemlights must be sensitive to the spectral components of interest. Also, the system

može da bude potpuno pasivan,Ida se koristi zračenjeprisutno u zoniposmatranja,ili it can be completely passive, Ida radiation present in the observation zone is used, or

kombinacija, na primer upotreba termalnih kamera noću,iobičnih kamera danju.combination, for example the use of thermal cameras at night and ordinary cameras during the day.

Slika 6 prikazuje alternativno rešenje gde se umesto jednekamere601 sistemaFigure 6 shows an alternative solution where instead of one camera601 system

reflektujućih površina 60, koriste dve kamere 51i52,urasporedu koji obezbeđujereflective surfaces 60, use two cameras 51 and 52, according to the arrangement provided

stereoskopski pogled na zonu posmatranja 38, zajedno sa procesorskom jedinicomstereoscopic view of the viewing area 38, together with the processing unit

CPU 55imemorijom MEMORY 56.Uovom slučaju neopohodno Je da postoji sinhronizacija između dve kamere 51i52, kakobise obezbedilo da obe kamere uzimaju slikeu približno istimtrenucima,inatajnačin da greška određivanjaCPU 55 and memory MEMORY 56. In this case, it is necessary that there is synchronization between the two cameras 51 and 52, in order to ensure that both cameras take pictures at approximately the same moments, so that the determination error

nastojanja bude što manja. Na slici je blokom SYNC 58 predstavljen modul kojiefforts should be as little as possible. In the picture, the SYNC 58 block represents the module which

obezbeđuje sinhronizaciju, međutim samekameremoraju da budu realizovane naprovides synchronization, however the cameras themselves must be realized on

takav način da eksterna sinhronizacija bude moguća, i da postoji eksterni signal kojim se vrši sinhronizacija. Sinhronizaciju je moguće realizovati i na druge načine, na primer, ako kamera podržava sinhronizaciju preko kontrolnog interfejsa moguće je direktno iz procesorske Jedinice CPU 56 sinhronizovati kamere, I u tom slučaju ne mora da postoji posebna jedinica za sinhronizaciju SYNC 58. Kada je reč o određivanju brzine, potrebno je poznavati interval proteklog vremena Između trenutaka kada su uzete slike na osnovu kojih je određeno rastojanje. Kao i u slučaju sistema sa jednom kamerom 50, i sistemom reflektujućih površina60,i ovaj alternativni sistem opciono može da ima sopstvenl izvor elektromagnetnog zračenja, odnosno Izvor svetlosti 69, koji je prikazan na slici 6. such a way that external synchronization is possible, and that there is an external signal by which synchronization is performed. Synchronization can be realized in other ways, for example, if the camera supports synchronization via the control interface, it is possible to synchronize the cameras directly from the CPU 56 processing unit, and in that case there does not need to be a separate SYNC 58 synchronization unit. When it comes to determining the speed, it is necessary to know the elapsed time interval between the moments when the images were taken on the basis of which the distance was determined. As in the case of the system with one camera 50, and the system of reflective surfaces 60, this alternative system can optionally have its own source of electromagnetic radiation, i.e. Light Source 69, which is shown in Figure 6.

Na slici 7 prikazan Je postupak kalibracije kojim se vrši određivanje parametara Rc i Pc, koji se koriste u jednačlnama za određivanje nastojanja I brzine. Prvi korak je određivanje nastojanja kalibracione površine100.Prilikom vršenja postupka kalibracije sistema, postavlja se kalibraciona površina 80, normalno na osu sistema a30,na nastojanju koje se nalazi u zoni posmatranja 38. Konvencionalnim postupkom, na primer laserskim daljinometrom se vrši precizno merenje nastojanja kalibracione površine 80, od tačaka posmatranja21i22, itime je određen parametar Rc. Sledeći korak je uzimanje referentnih slika l'(0) i l"(0)110,korišćenjem sistema koji je predmet pronalaska, zatim se, opciono ako postoji Izobličenje, slike koriguju120,i pristupa se određivanju nastojanja u pikselima između likova karakterističnih tačaka dobijenih na slikama Xp'1(0) i Xp'2(0) 130. Na kraju, parametar Pc se dobija kao apsolutna vrednost razlike Xp'1(0) i Xp'2(0)140,odnosno Pc=|Xp'1(0)-Xp,2(0)|. Iz slike l"(0) na Isti način se dobijaju vrednosti za Xp"1 i Xp"2, i njihova razlika daje isti rezultat za Pc. Figure 7 shows the calibration procedure used to determine the parameters Rc and Pc, which are used in the equations for determining effort and speed. The first step is determining the effort of the calibration surface 100. During the system calibration procedure, the calibration surface 80 is placed, normally on the axis of the system a30, at the effort located in the observation zone 38. Using a conventional procedure, for example, with a laser range finder, a precise measurement of the effort of the calibration surface 80 is made, from observation points 21 and 22, thereby determining the parameter Rc. The next step is to take the reference images l'(0) and l"(0) 110, using the system that is the subject of the invention, then, optionally if there is Distortion, the images are corrected 120, and one approaches the determination of the effort in pixels between the characters of the characteristic points obtained in the images Xp'1(0) and Xp'2(0) 130. Finally, the parameter Pc is obtained as the absolute value of the difference Xp'1(0) and Xp'2(0)140, ie Pc=|Xp'1(0)-Xp,2(0)|. From the figure l"(0) the values for Xp"1 and Xp"2 are obtained in the same way, and their difference gives the same result for Pc.

Slika 8 prikazuje postupak određivanja nastojanja i brzine. Prvi korak je uzimanje slike l(n), ili slika l'(n) i l"(n) ako je u pitanju sistem sa dve kamere,200,pri čemu n označava koja je po redu iteracija u pitanju, zatim se, opciono ako postoji izobličenje, slike koriguju120,i ako je u pitanju sistem sa jednom kamerom50i sistemom reflektujućih površina60,provera210,dobljena slika se deli na dve poluslike l'(n) i P(n). Zatim se na primamo] slici obradom i analizom slike traži lik 76 objekta od interesa10.Ako objekat nije pronađen na datoj primarnoj poluslici, ceo postupak se ponavlja, odnosno kreće se sa sledećom iteracijom. Ukoliko je pronađen lik 75 objekta od interesa10,na primarnoj poluslici, pristupa se traženju lika 76 Istog objekta10na sekundarnoj poluslici250.Zatim se na obe poluslike odrede x-koordinate Xp' I Xp<*>260 položaja pronađenih likova 76I76,Ina osnovunjihodrediFigure 8 shows the procedure for determining effort and speed. The first step is to take image l(n), or images l'(n) and l"(n) if it is a two-camera system, 200, where n indicates the iteration in question, then, optionally if there is distortion, the images are corrected 120, and if it is a single-camera system 50 and a reflective surface system 60, checking 210, the resulting image is divided into two half-images l'(n) and P(n). in the image we receive] by processing and analyzing the image, the image of the object of interest 10 is searched for. If the object is not found in the given primary half-image, the whole procedure is repeated, that is, it moves with the next iteration. Xp<*>260 positions of characters found 76I76, and the basis is determined

rastojanje objekta koristeći obrazac R-Rc*Pc/lXp'-Xp"| 270. gde su Rc IPckonstanteobject distance using the form R-Rc*Pc/lXp'-Xp"| 270. where Rc are IPckonstants

sistema koje su određene na prethodno opisani način. Ako Isti objekat ne postoji nasystems that are determined in the previously described manner. If the same object does not exist on

prethodnoj slici, nemamo prethodno rastojanje, pa se ne može odrediti brzina 280, aliin the previous picture, we don't have the previous distance, so we can't determine the speed of 280, but

ako Isti objekat postoji na prethodnoj sicl, Izračunava se brzina 290 na osnovuIf the same object exists on the previous sicl, the speed of 290 is calculated based on it

tekućeg I prethodnog položaja, I na osnovu poznatog proteklog vremena između dvacurrent AND previous position, AND based on the known elapsed time between the two

trenutka uzimanja slika, odnosnovy=(R(n)-R(n-1)yALN||e potrebno poznavati trenutke uzimanja slika t1I t2,već Je dovoljno poznavati Interval vremena između ta dvatrenutka At of the moment of taking pictures, i.e.vy=(R(n)-R(n-1)yALN||it is necessary to know the moments of taking pictures t1 and t2, but it is enough to know the time interval between those two moments At

Ovako određeno rastojanje I brzina predstavljaju rastojanje dve paralele neThe distance and speed determined in this way represent the distance between two parallel lines

ravni, Jedne u kojoj su tačke posmatranja 21 I 22, I druge paralelne ravni u kojoj seplane, one in which the observation points are 21 and 22, and the other parallel plane in which

nalazi objekat od kiteresa 10, odnosno projekciju nastojanja I brzine na y-osu. Zafinds an object of kiteres 10, i.e. the projection of effort and speed on the y-axis. For

dobtanje ukupnog nastojanjaIbrzine potrebno Je doMjerd izraz podeltJ sa koslnusomobtaining the total effort of the speed is necessary until the expression is divided by the coslnus

ugla p 14 pod kojim se objekat nalaziuodnosu na osu shema a 30, ako suuIstoj ravniangle p 14 at which the object is located in relation to the axis of the scheme a 30, if they are on the same plane

x-y, a ako nisuuIstoj x-y ravni, dodatnopoIstom principu podeH sa koslnusom ugla podkojimse objekat nalazi vanx-yrevniuodnosu na osu sistema a 30.x-y, and if they are not in the same x-y plane, the object is located outside the x-y-equal relation to the axis of the system a 30 according to the additional principle of adjustment with the coslnus of the angle of the subcomposite.

Zbog navedenog, za određivanje rastojanja I brzino objekta od Interesa 10 ovimBecause of the above, for determining the distance and speed of the object from Interest 10 herewith

sistemom, neophodno Je poznavati pravac pod kojim sa objekat od Interesa 10 krećeu system, it is necessary to know the direction in which the object of Interest 10 is moving

odnosu na osu sistema a 30.Sličnotome ako se određuje samo rastojanje,relative to the axis of the system a 30. Similarly, if only the distance is determined,

neophodno Je poznavati pravac na kom se objekat nalazi. Greika određivanjait is necessary to know the direction in which the object is located. Greek determination

nastojanja I brzine će biti veća ukolko su uglovi između ose sistema a 30 I pravcaeffort and speed will be higher if the angles between the axis of the system are 30 and the direction

kretanja objekta od Interesa 10 veći. Primer primene ovakvog sistema Je u saobraćajumovement of the object from Interest 10 greater. An example of the application of such a system is in traffic

gde se vozla kreću deflntoanirn pravcima, odnosno saobarćajnkn trakama, I gde Jewhere the vehicles move in deflntoanirn directions, i.e. traffic lanes, and where Is

moguće postići veoma dobrerezultate,odnosno male greške, za ilrok opseg brzina,it is possible to achieve very good results, i.e. small errors, for a wide range of speeds,

velika prednost sistema za određivanje brzkie I rastojanja, baziranog na Jednoj kameria great advantage of the system for determining the speed and distance, based on a single camera

60 I sistemu ogledala 60 Je u tome ito nema potrebe za slnhrontzacgom, kada Je u60 And the mirror system 60 Is in that there is no need for slnchrontzacg, when It is in

pitanju određivanje nastojanjaunekomtrenutku,potto seIprimarnal'(n)77Isekundamal"(n)slfca 78 uzimaju Istom kamerom 60, odnosno jednovrameno. Ukolkowhen it comes to determining the effort at a moment, then the primary'(n)77 and the secondary'(n)slfca 78 are taken with the same camera 60, i.e. simultaneously.

se pak koristi sistem sa dve kamere 61, 62, bez ogledala, neophodno Je voditi računaif a system with two cameras 61, 62 is used, without a mirror, it is necessary to take care

oslnhronlzadp ove dve kamere, Jer nejednovremeno uzimanje primameT(n)77Isekundarnel"(n)sllce 78,direktno utiče na povećanje greika određivanja nastojanja,oslnchronlzadp these two cameras, Because non-simultaneous taking of primameT(n)77Isecondarynel"(n)sllce 78, directly affects the increase of the effort determination greik,

a samim tim I brzine.and therefore speed.

Claims (11)

1. Stereoskopski sistem za određivanje nastojanja i brzineobuhvata:- kameru; - jedinicu za obradu slika dobijenih sa kamere; i - memoriju, naznačen time dasadrži sistem reflektujućih površina, preko kojih kamera ima stereometrijskl pogled na zonu posmatranja, takav da se slika projektovana na optički senzor te kamere sastoji iz dve poluslike koje su ekvivalentne slikama koje dobijaju dve virtuelne kamere postavljene tako da su im površine optičkih senzora u zajedničkoj ravni, I sa međusobno paralelnim osama, koje su normalne na ovu ravan, pri čemu je vidno polje dveju virtualnih kamera upola manje od vidnog polja Jedne kamere, i rezolucija po x-osi dveju virtuelnlh kamena upola manja od rezolucije jedne kamere.1. Stereoscopic system for determining effort and speed includes: - camera; - unit for processing images received from the camera; and - memory, characterized by the fact that it contains a system of reflective surfaces, through which the camera has a stereometric view of the observation zone, such that the image projected onto the optical sensor of that camera consists of two half-images that are equivalent to the images obtained by two virtual cameras placed so that the surfaces of the optical sensors are in a common plane, and with mutually parallel axes, which are normal to this plane, whereby the field of view of two virtual cameras is half the field of view of one camera, and the resolution along the x-axis of two virtual stone half the resolution of a single camera. 2. Sistem prema zahtevu 1,naznačen time daJe sistem reflektujućih površina sastavljen od elemenata koji mogu biti iz grupe koja obuhvata: - ogledala; - ogledala kod kojih je prednja površina reflektujuća; i - reflektujuće prizme.2. The system according to claim 1, indicated by the fact that the system of reflective surfaces is composed of elements that can be from the group that includes: - mirrors; - mirrors where the front surface is reflective; and - reflective prisms. 3. Sistem prema zahtevu 1,naznačen time dau varijantnom rešenju kamera i sistem reflektujućih površina mogu da budu zamenjeni sa dve kamere, koje su postavljene tako da zauzimaju isti međusobni položaj i orjentaciju kao virtuelne kamere u slučaju sistema sa jednom kamerom i reflektujućim površinama.3. The system according to claim 1, characterized by the fact that in a variant solution the camera and the system of reflective surfaces can be replaced by two cameras, which are placed in such a way that they occupy the same mutual position and orientation as the virtual cameras in the case of a system with one camera and reflective surfaces. 4. Sistem prema zahtevu 3,naznačen time daobuhvata sklop za sinhronizaciju kamera, koji obezbeđuje da obe kamere slikaju zonu posmatranja Istovremeno, i koji je u komunikaciji sa procesorskom Jedinicom.4. The system according to claim 3, characterized by including a camera synchronization circuit, which ensures that both cameras image the observation zone Simultaneously, and which is in communication with the processing unit. 5. Sistem prema zahtevu 1 ili 3,naznačen Ume daopisani sistem sadrži i izvor svetlosti koji osvetljava zonu posmatranja, tako da se elektromagnetni talasi ovog izvore svetlosti reflektovani od objekta od interesa detektuju kamerom.5. The system according to claim 1 or 3, indicated in U. The described system also contains a light source that illuminates the observation zone, so that the electromagnetic waves of this light source reflected from the object of interest are detected by a camera. 6. Sistem prema zahtevu 5,naznačen time daopisani izvor svetlosti sadrži jednu ili više svetJećih dioda (LED - Llght Emltting Diode).6. The system according to claim 5, characterized in that the described light source contains one or more light-emitting diodes (LEDs). 7. Sistem prema zahtevu 5,naznačen time daopisani izvor svetlosti zrači u elektromagnetnom spektru koji može biti iz grupe koja obuhvata: - vidljivi spektar; - infracrveni spektar; i - ultraljublčasti spektar.7. The system according to claim 5, indicated by the fact that the described light source radiates in the electromagnetic spectrum, which can be from the group that includes: - visible spectrum; - infrared spectrum; and - ultraviolet spectrum. 8. Sistem prema zahtevu 1 ili 3,naznačen time dase koristi za određivanje nastojanja i brzine vozila, gde se pri izračunavanju nastojanja i brzine uzima u obzir položaj i orjentacija opisanog sistema u odnosu na kolovoznu traku kojom se kreću vozila.8. The system according to claim 1 or 3, indicated by this, is used to determine the effort and speed of the vehicle, where when calculating the effort and speed, the position and orientation of the described system is taken into account in relation to the roadway on which the vehicles move. 9. Postupak za određivanje nastojanja i brzine,naznačen time dase obradom podataka sa slika dobijenih iz stereometrijskog Izvora, slike koriguju, u skladu sa kalibracionlm parametrima dobijenim u postupku kalibracije, izdvaja se objekat od interesa za koji se izdvajaju x-koordinate, koje odgovaraju izdvojenom objektu, za svaki od pogleda, u Jednom, dva ili više trenutaka, i na osnovu podataka dobijenih u procesu kalibracije, izračunava se rastojanje, a u slučaju uzimanja više uzastopnih slika, i brzina, na osnovu pređenog nastojanja i poznatog preoteklog vremena između trenutaka slikanja.9. The procedure for determining effort and speed, indicated by the processing of data from the images obtained from the stereometric Source, the images are corrected, in accordance with the calibration parameters obtained in the calibration process, the object of interest is selected for which the x-coordinates corresponding to the selected object are extracted, for each of the views, in one, two or more moments, and based on the data obtained in the calibration process, the distance is calculated, and in the case of taking several consecutive images, the speed, on the basis of the elapsed effort and the known elapsed time between the moments of painting. 10. Postupak za određivanje nastojanja i brzine,naznačentime da se slika sa jedne kamere, dobijena stereoskopski, deli na dve poluslike, tako da svaka poluslika predstavlja Jedan pogled na zonu posmatranja.10. The procedure for determining effort and speed, indicating that the image from one camera, obtained stereoscopically, is divided into two half-images, so that each half-image represents one view of the observation zone. 11. Postupak za određivanje nastojanja i brzine, naznačen time da se rastojanje i brzina objekta od interesa određuje i za objekte koji se udaljavaju i za objekte koji se približavaju sistemu, pri čemu se smer kretanja određuje na osnovu sukcesivnog poređenja određenih nastojanja, gde je smer pozitivan ukoliko se rastojanje povećava, a negativan ukoliko se smanjuje.11. Procedure for determining effort and speed, indicated by the fact that the distance and speed of the object of interest is determined both for objects moving away and for objects approaching the system, whereby the direction of movement is determined based on a successive comparison of certain efforts, where the direction is positive if the distance increases, and negative if it decreases.
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