CL2022002873A1 - Sistemas y métodos para estimación volumen de pez, estimación del peso, generación de valor analítico - Google Patents

Sistemas y métodos para estimación volumen de pez, estimación del peso, generación de valor analítico

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Publication number
CL2022002873A1
CL2022002873A1 CL2022002873A CL2022002873A CL2022002873A1 CL 2022002873 A1 CL2022002873 A1 CL 2022002873A1 CL 2022002873 A CL2022002873 A CL 2022002873A CL 2022002873 A CL2022002873 A CL 2022002873A CL 2022002873 A1 CL2022002873 A1 CL 2022002873A1
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CL
Chile
Prior art keywords
fish
estimation
camera
systems
methods
Prior art date
Application number
CL2022002873A
Other languages
English (en)
Inventor
Ma Chen
Parupati Srikanth
Pasula Raghunandan
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Innovasea Systems Inc
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Publication date
Application filed by Innovasea Systems Inc filed Critical Innovasea Systems Inc
Publication of CL2022002873A1 publication Critical patent/CL2022002873A1/es

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    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01KANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K61/00Culture of aquatic animals
    • A01K61/90Sorting, grading, counting or marking live aquatic animals, e.g. sex determination
    • A01K61/95Sorting, grading, counting or marking live aquatic animals, e.g. sex determination specially adapted for fish
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01KANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K29/00Other apparatus for animal husbandry
    • A01K29/005Monitoring or measuring activity, e.g. detecting heat or mating
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01KANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K61/00Culture of aquatic animals
    • A01K61/10Culture of aquatic animals of fish
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
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    • G06V10/443Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/757Matching configurations of points or features
    • GPHYSICS
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    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/05Underwater scenes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
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    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
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    • G06V40/103Static body considered as a whole, e.g. static pedestrian or occupant recognition
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    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20Movements or behaviour, e.g. gesture recognition
    • G06V40/23Recognition of whole body movements, e.g. for sport training
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N13/20Image signal generators
    • H04N13/204Image signal generators using stereoscopic image cameras
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N13/20Image signal generators
    • H04N13/296Synchronisation thereof; Control thereof
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • H04N23/67Focus control based on electronic image sensor signals
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H04N7/183Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a single remote source
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10004Still image; Photographic image
    • G06T2207/10012Stereo images
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10016Video; Image sequence
    • G06T2207/10021Stereoscopic video; Stereoscopic image sequence
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10024Color image
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20076Probabilistic image processing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20084Artificial neural networks [ANN]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20112Image segmentation details
    • G06T2207/20132Image cropping
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30108Industrial image inspection
    • G06T2207/30128Food products
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30168Image quality inspection
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
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    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30242Counting objects in image
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A40/00Adaptation technologies in agriculture, forestry, livestock or agroalimentary production
    • Y02A40/80Adaptation technologies in agriculture, forestry, livestock or agroalimentary production in fisheries management
    • Y02A40/81Aquaculture, e.g. of fish

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Multimedia (AREA)
  • Environmental Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Zoology (AREA)
  • Animal Husbandry (AREA)
  • Signal Processing (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Human Computer Interaction (AREA)
  • Marine Sciences & Fisheries (AREA)
  • Geometry (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Quality & Reliability (AREA)
  • Radiology & Medical Imaging (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Social Psychology (AREA)
  • Psychiatry (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Farming Of Fish And Shellfish (AREA)
  • Measurement Of Velocity Or Position Using Acoustic Or Ultrasonic Waves (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Mechanical Means For Catching Fish (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Length Measuring Devices By Optical Means (AREA)

Abstract

En algunas modalidades, se proporciona un sistema de cámara submarina para monitorear peces en un corral de peces. En algunas modalidades, se puede usar una cámara estereoscópica para determinar las dimensiones de los peces, y el sistema de cámara submarina puede usar las dimensiones de los peces para estimar la biomasa de los peces dentro del corral de peces. El valor de la biomasa y las tasas de cambio del valor de la biomasa pueden usarse para ajustar la alimentación de los peces en el corral de peces. En algunas modalidades, las imágenes capturadas por la cámara estereoscópica pueden usarse para enfocar una cámara de lente focal variable en un pez para obtener imágenes de alta resolución que pueden usarse para diagnosticar las condiciones de los peces. En algunas modalidades, las imágenes capturadas por OK una cámara pueden usarse para predecir el movimiento de los peces, y el movimiento previsto puede usarse para generar varios valores analíticos de monitoreo de peces.
CL2022002873A 2020-04-21 2022-10-18 Sistemas y métodos para estimación volumen de pez, estimación del peso, generación de valor analítico CL2022002873A1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US16/854,682 US11170209B1 (en) 2020-04-21 2020-04-21 Systems and methods for fish volume estimation, weight estimation, and analytic value generation

Publications (1)

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CL2022002873A1 true CL2022002873A1 (es) 2023-03-31

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ID=78080718

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Application Number Title Priority Date Filing Date
CL2022002873A CL2022002873A1 (es) 2020-04-21 2022-10-18 Sistemas y métodos para estimación volumen de pez, estimación del peso, generación de valor analítico
CL2023001332A CL2023001332A1 (es) 2020-04-21 2023-05-09 Un medio legible por computadora no transitorio para monitorear peces en un corral

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CL2023001332A CL2023001332A1 (es) 2020-04-21 2023-05-09 Un medio legible por computadora no transitorio para monitorear peces en un corral

Country Status (10)

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US (1) US11170209B1 (es)
EP (1) EP4139837A4 (es)
JP (1) JP2023523700A (es)
KR (2) KR20240053658A (es)
AU (1) AU2021261234A1 (es)
CA (1) CA3179956A1 (es)
CL (2) CL2022002873A1 (es)
EC (1) ECSP22081726A (es)
MX (1) MX2022012961A (es)
WO (1) WO2021216343A1 (es)

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CN112822940B (zh) 2018-07-24 2024-01-12 奔潮科技股份有限公司 用于养殖水生动物的系统和方法
WO2021065265A1 (ja) * 2019-09-30 2021-04-08 日本電気株式会社 大きさ推定装置、大きさ推定方法および記憶媒体
US11688154B2 (en) * 2020-05-28 2023-06-27 X Development Llc Analysis and sorting in aquaculture
US20220000079A1 (en) * 2020-07-06 2022-01-06 Ecto, Inc. Acoustics augmentation for monocular depth estimation
CA3194917A1 (en) * 2020-10-07 2022-04-14 Vineeth ALJAPUR Autonomous real-time feed optimization and biomass estimation in aquaculture systems
WO2022164519A1 (en) * 2021-01-29 2022-08-04 Running Tide Technologies, Inc. System and method for grading and counting aquatic animals
US11864536B2 (en) * 2021-05-14 2024-01-09 X Development Llc State-specific aquaculture feeder controller
US20220400627A1 (en) * 2021-06-18 2022-12-22 Wan-Zhou YU Intelligent cultivating system
US20220408701A1 (en) * 2021-06-25 2022-12-29 X Development Llc Automated feeding system for fish
US20230077889A1 (en) * 2021-09-15 2023-03-16 Wan-Zhou YU Automatic observing net and utilizing method thereof
CN114485415A (zh) * 2021-12-27 2022-05-13 中国水产科学研究院黄海水产研究所 一种底栖鱼类生长表型高效测量方法及装置
US20230360423A1 (en) * 2022-05-04 2023-11-09 X Development Llc Underwater camera biomass distribution forecast
CN114972895B (zh) * 2022-08-01 2022-09-30 武汉轻工大学 小龙虾品质无损检测方法及装置
CN116843085B (zh) * 2023-08-29 2023-12-01 深圳市明心数智科技有限公司 淡水鱼生长监控方法、装置、设备及存储介质
CN116935327B (zh) * 2023-09-07 2023-12-22 深圳市明心数智科技有限公司 基于ai视觉的水产养殖监控方法、装置、设备及存储介质
CN117455927B (zh) * 2023-12-21 2024-03-15 万灵帮桥医疗器械(广州)有限责任公司 光斑阵列分割与光斑偏移量计算方法、装置、设备及存储介质

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WO2012030899A1 (en) * 2010-08-31 2012-03-08 University Of Massachusetts Methods and systems for determining fish catches
GB2539495B (en) 2015-06-19 2017-08-23 Ace Aquatec Ltd Improvements relating to time-of-flight cameras
GB201710705D0 (en) 2017-07-04 2017-08-16 Optoscale As Structured-Light Illumination
US10599922B2 (en) * 2018-01-25 2020-03-24 X Development Llc Fish biomass, shape, and size determination
WO2019232247A1 (en) 2018-06-01 2019-12-05 Aquabyte, Inc. Biomass estimation in an aquaculture environment
WO2020046523A1 (en) * 2018-08-27 2020-03-05 Aquabyte, Inc. Optimal feeding based on signals in an aquaculture environment

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Publication number Publication date
US11170209B1 (en) 2021-11-09
CL2023001332A1 (es) 2023-09-29
AU2021261234A1 (en) 2022-10-20
JP2023523700A (ja) 2023-06-07
KR20230005874A (ko) 2023-01-10
WO2021216343A1 (en) 2021-10-28
ECSP22081726A (es) 2022-11-30
US20210321593A1 (en) 2021-10-21
KR20240053658A (ko) 2024-04-24
MX2022012961A (es) 2023-01-11
EP4139837A4 (en) 2024-05-15
EP4139837A1 (en) 2023-03-01
CA3179956A1 (en) 2021-10-28

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