MX2022011994A - Estructura basada en la nube para procesar, analizar y visualizar datos de imagenes. - Google Patents

Estructura basada en la nube para procesar, analizar y visualizar datos de imagenes.

Info

Publication number
MX2022011994A
MX2022011994A MX2022011994A MX2022011994A MX2022011994A MX 2022011994 A MX2022011994 A MX 2022011994A MX 2022011994 A MX2022011994 A MX 2022011994A MX 2022011994 A MX2022011994 A MX 2022011994A MX 2022011994 A MX2022011994 A MX 2022011994A
Authority
MX
Mexico
Prior art keywords
image
interest
region
imaging data
area
Prior art date
Application number
MX2022011994A
Other languages
English (en)
Inventor
Ioannis Ampatzidis
Partel Victor H Meirelles
Costa Lucas Fideles
Original Assignee
Univ Florida
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Univ Florida filed Critical Univ Florida
Publication of MX2022011994A publication Critical patent/MX2022011994A/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4038—Image mosaicing, e.g. composing plane images from plane sub-images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G06V20/188—Vegetation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/40—Software arrangements specially adapted for pattern recognition, e.g. user interfaces or toolboxes therefor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00—General purpose image data processing
    • G06T1/20—Processor architectures; Processor configuration, e.g. pipelining
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/38—Registration of image sequences
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/97—Determining parameters from multiple pictures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/10—Image acquisition
    • G06V10/16—Image acquisition using multiple overlapping images; Image stitching
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/94—Hardware or software architectures specially adapted for image or video understanding
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/94—Hardware or software architectures specially adapted for image or video understanding
    • G06V10/945—User interactive design; Environments; Toolboxes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/94—Hardware or software architectures specially adapted for image or video understanding
    • G06V10/95—Hardware or software architectures specially adapted for image or video understanding structured as a network, e.g. client-server architectures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/96—Management of image or video recognition tasks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G06V20/17—Terrestrial scenes taken from planes or by drones
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/192—Recognition using electronic means using simultaneous comparisons or correlations of the image signals with a plurality of references
    • G06V30/194—References adjustable by an adaptive method, e.g. learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/28—Indexing scheme for image data processing or generation, in general involving image processing hardware
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10032—Satellite or aerial image; Remote sensing
    • G06T2207/10036—Multispectral image; Hyperspectral image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10048—Infrared image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
    • G06T2207/30181—Earth observation
    • G06T2207/30188—Vegetation; Agriculture
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/07—Target detection
    • Y—GENERAL 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
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A40/00—Adaptation technologies in agriculture, forestry, livestock or agroalimentary production
    • Y02A40/10—Adaptation technologies in agriculture, forestry, livestock or agroalimentary production in agriculture

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Remote Sensing (AREA)
  • Human Computer Interaction (AREA)
  • Quality & Reliability (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)

Abstract

Modalidades de la presente descripción proveen métodos, aparatos, sistemas, dispositivos de cómputo, entidades de cómputo y/o los semejantes para detectar objetos ubicados en un área de interés. De acuerdo con una modalidad, se provee un método que comprende: recibir, vía una interfaz provista a través de una instancia general en un entorno de nube, datos de imágenes que comprenden imágenes sin procesar recopiladas en el área de interés; tras recibir las imágenes: activar una instancia enfocada en unidad de procesamiento central (CPU) en el entorno de nube y procesar, vía la imagen, las imágenes sin procesar para generar un mapa de imagen del área de interés y después de generar el mapa de imagen: activar una instancia enfocada en unidad de procesamiento gráfico (GPU) en el entorno de nube y efectuar detección de objetos, vía la imagen, en una región dentro del mapa de imagen mediante aplicación de uno o más algoritmos de detección de objetos a la región para identificar ubicaciones de los objetos en la región.
MX2022011994A 2020-04-22 2021-04-21 Estructura basada en la nube para procesar, analizar y visualizar datos de imagenes. MX2022011994A (es)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202063013606P 2020-04-22 2020-04-22
US202163199961P 2021-02-05 2021-02-05
PCT/US2021/028298 WO2021216637A1 (en) 2020-04-22 2021-04-21 Cloud-based framework for processing, analyzing, and visualizing imaging data

Publications (1)

Publication Number Publication Date
MX2022011994A true MX2022011994A (es) 2022-10-20

Family

ID=78269989

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2022011994A MX2022011994A (es) 2020-04-22 2021-04-21 Estructura basada en la nube para procesar, analizar y visualizar datos de imagenes.

Country Status (5)

Country Link
US (1) US11710214B2 (es)
BR (1) BR112022019271A2 (es)
ES (1) ES2938091B2 (es)
MX (1) MX2022011994A (es)
WO (1) WO2021216637A1 (es)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11710415B2 (en) * 2019-08-01 2023-07-25 Halkin Inc. Methods and devices for unmanned aerial vehicle based site inspection and scale rendered analysis
CN114338281B (zh) * 2021-11-11 2023-04-07 广州软件应用技术研究院 一种基于边缘计算网关的模型分发应用设计方法及***

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020140924A1 (en) 1999-01-08 2002-10-03 Richard J. Wangler Vehicle classification and axle counting sensor system and method
US9323572B2 (en) 2011-06-02 2016-04-26 International Business Machines Corporation Autoconfiguration of a cloud instance based on contextual parameters
US9135189B2 (en) 2011-09-07 2015-09-15 Microsoft Technology Licensing, Llc Delivering GPU resources across machine boundaries
CN105636436B (zh) 2014-09-24 2019-06-11 上海星让实业有限公司 一种智能成像***以及安装有该智能成像***的捕虫装置
US9760990B2 (en) 2014-12-14 2017-09-12 International Business Machines Corporation Cloud-based infrastructure for feedback-driven training and image recognition
WO2017024175A1 (en) * 2015-08-06 2017-02-09 Digitalglobe, Inc. Choreographing automated and manual processes in support of mosaic generation
EP4036868A1 (en) * 2016-02-29 2022-08-03 Urugus S.A. System for planetary-scale analytics
US10249047B2 (en) * 2016-09-13 2019-04-02 Intelligent Fusion Technology, Inc. System and method for detecting and tracking multiple moving targets based on wide-area motion imagery
US10721859B2 (en) 2017-01-08 2020-07-28 Dolly Y. Wu PLLC Monitoring and control implement for crop improvement
US11100264B2 (en) 2017-05-12 2021-08-24 Harris Lee Cohen Computer-implemented methods, computer readable medium and systems for a precision agriculture platform that integrates a satellite date model and an orchard data model
US11345040B2 (en) * 2017-07-25 2022-05-31 Mbl Limited Systems and methods for operating a robotic system and executing robotic interactions
US20190303648A1 (en) * 2018-04-02 2019-10-03 QRI Group, LLC Smart surveillance and diagnostic system for oil and gas field surface environment via unmanned aerial vehicle and cloud computation
CN108875620B (zh) * 2018-06-06 2021-11-05 中国农业科学院深圳农业基因组研究所 入侵植物的监测方法及***
US20200394804A1 (en) * 2019-06-17 2020-12-17 Guard, Inc. Analysis and deep learning modeling of sensor-based object detection data in bounded aquatic environments
CN110852282B (zh) * 2019-11-13 2023-04-07 榆林学院 一种基于机器视觉的农田病害监测***
US20220250108A1 (en) 2021-02-05 2022-08-11 University Of Florida Research Foundation, Incorporated Smart sprayer systems and methods

Also Published As

Publication number Publication date
ES2938091R1 (es) 2023-04-11
ES2938091B2 (es) 2024-01-29
ES2938091A2 (es) 2023-04-04
US20230325972A1 (en) 2023-10-12
WO2021216637A1 (en) 2021-10-28
US20230124398A1 (en) 2023-04-20
US11710214B2 (en) 2023-07-25
BR112022019271A2 (pt) 2022-11-16

Similar Documents

Publication Publication Date Title
WO2020006963A1 (zh) 生成图像检测模型的方法和装置
PH12020550588A1 (en) Target detection method and apparatus, training method, electronic device and medium
MX2022011994A (es) Estructura basada en la nube para procesar, analizar y visualizar datos de imagenes.
WO2018148628A8 (en) Detection of risky objects in image frames
BR112018009108A2 (pt) método para a aquisição e análise de imagens aéreas
WO2020029608A1 (zh) 用于检测电极片毛刺的方法和装置
WO2020062493A1 (zh) 图像处理方法和装置
TW201629909A (zh) 三維物件識別技術
CN109389072B (zh) 数据处理方法和装置
MX2021007346A (es) Deteccion de patologias en imagenes oculares.
KR20130064568A (ko) 실시간 3차원 실 환경 복원장치 및 그 방법
NZ782588A (en) Determining ore characteristics
JP2013510462A5 (es)
Wang et al. Self-attention guided model for defect detection of aluminium alloy casting on X-ray image
MX2022004757A (es) Sistemas y metodos para el analisis de imagenes contextual.
SG11201805144PA (en) Makeup trend analyzing apparatus, makeup trend analyzing method, and makeup trend analyzing program
US10586335B2 (en) Hand segmentation in a 3-dimensional image
WO2019080702A1 (zh) 图像处理方法和装置
CN113344862B (zh) 缺陷检测方法、装置、电子设备及存储介质
JP2015518378A5 (es)
MY188044A (en) X-ray scanning method and system
US20200020506A1 (en) System and method of analyzing a crystal defect
AR126437A1 (es) Sistemas y métodos implementados por computadora para detección y caracterización de objetos
CN111402220A (zh) 用于获取信息的方法及装置
KR20120043995A (ko) 복수개의 카메라를 이용한 관심영역 추출 시스템 및 그 방법