GT201600166A - PORTABLE EQUIPMENT FOR SELECTIVE HARVEST WITH COLOR IDENTIFICATION BY FRUIT - Google Patents
PORTABLE EQUIPMENT FOR SELECTIVE HARVEST WITH COLOR IDENTIFICATION BY FRUITInfo
- Publication number
- GT201600166A GT201600166A GT201600166A GT201600166A GT201600166A GT 201600166 A GT201600166 A GT 201600166A GT 201600166 A GT201600166 A GT 201600166A GT 201600166 A GT201600166 A GT 201600166A GT 201600166 A GT201600166 A GT 201600166A
- Authority
- GT
- Guatemala
- Prior art keywords
- fruits
- fruit
- images
- selective
- immature
- Prior art date
Links
Classifications
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01D—HARVESTING; MOWING
- A01D46/00—Picking of fruits, vegetables, hops, or the like; Devices for shaking trees or shrubs
- A01D46/06—Picking of fruits, vegetables, hops, or the like; Devices for shaking trees or shrubs of coffee
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01D—HARVESTING; MOWING
- A01D46/00—Picking of fruits, vegetables, hops, or the like; Devices for shaking trees or shrubs
- A01D46/30—Robotic devices for individually picking crops
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/90—Determination of colour characteristics
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10024—Color image
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20092—Interactive image processing based on input by user
- G06T2207/20104—Interactive definition of region of interest [ROI]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30108—Industrial image inspection
- G06T2207/30128—Food products
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/68—Food, e.g. fruit or vegetables
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Environmental Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Robotics (AREA)
- Quality & Reliability (AREA)
- Harvesting Machines For Specific Crops (AREA)
- Spectrometry And Color Measurement (AREA)
- Image Analysis (AREA)
- Image Input (AREA)
Abstract
LA PRESENTE INVENCIÓN CORRESPONDE A UN EQUIPO PORTÁTIL PARA LA COSECHA SELECTIVA Y UN MÉTODO PARA IDENTIFICACIÓN DE FRUTOS Y COSECHA SELECTIVA DE FRUTOS DE CAFÉ U OTROS FRUTOS, EL EQUIPO PORTÁTIL PARA LA COSECHA SELECTIVA DE FRUTOS EN UNA RAMA QUE COMPRENDE: UN SISTEMA DE ADQUISICIÓN DE IMÁGENES (1), UN SISTEMA DE PROCESAMIENTO DE IMÁGENES, UN MECANISMO DE DESPRENDIMIENTO (2), UN SISTEMA DE CONTROL, UN MECANISMO DE RECEPCIÓN, Y, UN SISTEMA DE ALIMENTACIÓN DE ENERGÍA AL EQUIPO, EL EQUIPO TAMBIÉN POSEE UN SISTEMA DE SERVO-VISIÓN. EL MÉTODO PARA LA IDENTIFICACIÓN DE FRUTOS POR COLOR Y COSECHA SELECTIVA QUE COMPRENDE LAS ETAPAS DE (A) ADQUIRIR IMÁGENES DE LOS FRUTOS EN LA RAMA; (B) ALMACENAR LAS IMÁGENES EN UNA MEMORIA; (C) PRE-PROCESAR LAS IMÁGENES CON UN FILTRADO PARA REDUCCIÓN DE RUIDO Y MEJORA DE LAS IMÁGENES; (D) CONVERTIR EN LAS IMÁGENES EL COLOR DE RGB A ESPACIO DE COLOR LUX MOD; (E) UMBRALIZAR LAS VARIBALES U, Y VLUX-MODIFICADO DEL ESPACIO DE COLOR LUX MOD OBTENIENDO UNA IMAGEN BINARIA Y DETECTAR LOS PÍXELES DE FRUTOS MADUROS E INMADUROS; (F) CONTAR LOS PÍXELES DE FRUTOS MADUROS E INMADUROS; (G) DETECTAR LAS ZONAS DE INTERÉS, CONFORME A LA POSICIÓN SOBRE LA RAMA QUE CONTIENE LOS FRUTOS INDICADA POR LA IMAGEN; (H) DETERMINAR UN VALOR DE UMBRAL DE RIESGO DE DESPRENDER UN FRUTO INMADURO "N" COMO UN PORCENTAJE DE LA TOTALIDAD DE LA SECCIÓN DE LA ZONA DE INTERÉS; (I) DETERMINAR EL RIESGO DE DESPRENDER UN FRUTO INMADURO COMPARANDO EL PORCENTAJE DE PÍXELES DE FRUTOS INMADUROS DE LA SECCIÓN DE LA ZONA DE INTÉRES CON EL VALOR DE UMBRAL DE RIESGO DE DESPRENDER UN FRUTO INMADURO "N"; (J) GENERA UNA ORDEN DE ACTIVACIÓN Y DESPRENDER EL FRUTO DEPENDIENDO DE REGLAS PARA LA ACTIVACIÓN PARA DESPRENDER FRUTO.THIS INVENTION IS FOR A PORTABLE EQUIPMENT FOR SELECTIVE HARVESTING AND A METHOD FOR THE IDENTIFICATION OF FRUITS AND SELECTIVE HARVEST OF COFFEE FRUITS OR OTHER FRUITS, THE PORTABLE EQUIPMENT FOR THE SELECTIVE HARVEST OF FRUITS IN A BRANCH THAT INCLUDES: IMAGES (1), A PICTURE PROCESSING SYSTEM, A DETACHMENT MECHANISM (2), A CONTROL SYSTEM, A RECEPTION MECHANISM, AND, A POWER SUPPLY SYSTEM TO THE EQUIPMENT, THE EQUIPMENT ALSO HAS A SERVO SYSTEM VIEW. THE METHOD FOR THE IDENTIFICATION OF FRUITS BY COLOR AND SELECTIVE HARVEST THAT INCLUDES THE STAGES OF (A) PURCHASING PICTURES OF FRUITS IN THE BRANCH; (B) STORE THE IMAGES IN A MEMORY; (C) PRE-PROCESS THE IMAGES WITH A FILTER FOR NOISE REDUCTION AND IMPROVEMENT OF THE IMAGES; (D) CONVERT THE RGB COLOR TO LUX MOD COLOR SPACE IN THE IMAGES; (E) THRESHOLD THE VARIBLES U, AND VLUX-MODIFIED OF THE LUX MOD COLOR SPACE BY OBTAINING A BINARY IMAGE AND DETECTING THE MATURE AND IMMATURE FRUIT PIXELS; (F) COUNT THE PIPELS OF MATURE AND IMMATURE FRUITS; (G) DETECT THE AREAS OF INTEREST, ACCORDING TO THE POSITION ON THE BRANCH CONTAINING THE FRUITS INDICATED BY THE IMAGE; (H) DETERMINE A RISK THRESHOLD VALUE OF UNLOCKING AN IMMATURE FRUIT "N" AS A PERCENTAGE OF THE TOTALITY OF THE SECTION OF THE AREA OF INTEREST; (I) DETERMINE THE RISK OF UNDERSTANDING AN IMMATURE FRUIT BY COMPARING THE PERCENTAGE OF IMMEDIATE FRUIT FRUITS OF THE SECTION OF THE AREA OF INTEREST WITH THE RISK THRESHOLD VALUE OF UNLOCKING AN IMMATURE FRUIT "N"; (J) GENERATE AN ACTIVATION ORDER AND UNLOCK THE FRUIT DEPENDING ON RULES FOR ACTIVATION TO UNLOCK FRUIT.
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CO14029767 | 2014-02-12 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| GT201600166A true GT201600166A (en) | 2018-12-18 |
Family
ID=53799646
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| GT201600166A GT201600166A (en) | 2014-02-12 | 2016-08-12 | PORTABLE EQUIPMENT FOR SELECTIVE HARVEST WITH COLOR IDENTIFICATION BY FRUIT |
Country Status (5)
| Country | Link |
|---|---|
| CR (1) | CR20160370A (en) |
| GT (1) | GT201600166A (en) |
| MX (1) | MX376483B (en) |
| PE (1) | PE20161167A1 (en) |
| WO (1) | WO2015121809A1 (en) |
Families Citing this family (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9462749B1 (en) | 2015-04-24 | 2016-10-11 | Harvest Moon Automation Inc. | Selectively harvesting fruits |
| US9468152B1 (en) | 2015-06-09 | 2016-10-18 | Harvest Moon Automation Inc. | Plant pruning and husbandry |
| US9928584B2 (en) | 2016-07-11 | 2018-03-27 | Harvest Moon Automation Inc. | Inspecting plants for contamination |
| US9965845B2 (en) | 2016-07-11 | 2018-05-08 | Harvest Moon Automation Inc. | Methods and systems for inspecting plants for contamination |
| US11343967B1 (en) | 2018-11-14 | 2022-05-31 | Cv Robotics Booster Club | Robotic automation of mechanical field harvesting of broccoli plants |
| US11147228B2 (en) | 2019-02-15 | 2021-10-19 | Syngenta Crop Protection Ag | Soybean cultivar EC1661470 |
| CN109743961A (en) * | 2019-03-07 | 2019-05-14 | 南京林业大学 | A pneumatic-assisted berry precise harvesting device and method |
| CN111401442A (en) * | 2020-03-16 | 2020-07-10 | 中科立业(北京)科技有限公司 | Fruit identification method based on deep learning |
| CN114766197B (en) * | 2022-04-14 | 2024-03-12 | 重庆市农业科学院 | Cabbage picking method |
Family Cites Families (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US3389543A (en) * | 1965-08-31 | 1968-06-25 | Joseph C. Clark | Fruit picking apparatus |
| US4538405A (en) * | 1981-12-11 | 1985-09-03 | Alexandrino Victor M | Portable coffee harvesting machine |
| JPH0981749A (en) * | 1995-09-18 | 1997-03-28 | Iseki & Co Ltd | Fruit recognition device |
| US5916115A (en) * | 1997-09-17 | 1999-06-29 | Pavone; Osvaldo | Olive picker |
| CO5400120A1 (en) * | 2002-10-09 | 2004-05-31 | Fed Nac De Cafeteros De Colombia | COFFEE FRUIT MECHANICAL DEGRANATOR |
| JP3757279B2 (en) * | 2002-12-02 | 2006-03-22 | 独立行政法人農業・生物系特定産業技術研究機構 | Method and apparatus for selective harvesting of fruit vegetables |
| JP6015904B2 (en) * | 2012-05-21 | 2016-10-26 | 国立大学法人東京農工大学 | Harvesting equipment and harvesting method |
-
2015
- 2015-02-11 CR CR20160370A patent/CR20160370A/en unknown
- 2015-02-11 WO PCT/IB2015/051032 patent/WO2015121809A1/en not_active Ceased
- 2015-02-11 PE PE2016001483A patent/PE20161167A1/en unknown
- 2015-02-11 MX MX2016010568A patent/MX376483B/en active IP Right Grant
-
2016
- 2016-08-12 GT GT201600166A patent/GT201600166A/en unknown
Also Published As
| Publication number | Publication date |
|---|---|
| PE20161167A1 (en) | 2016-11-27 |
| MX376483B (en) | 2025-03-07 |
| CR20160370A (en) | 2016-12-06 |
| WO2015121809A1 (en) | 2015-08-20 |
| MX2016010568A (en) | 2017-05-09 |
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