IL253167B - System and method for use on object classification - Google Patents

System and method for use on object classification

Info

Publication number
IL253167B
IL253167B IL253167A IL25316717A IL253167B IL 253167 B IL253167 B IL 253167B IL 253167 A IL253167 A IL 253167A IL 25316717 A IL25316717 A IL 25316717A IL 253167 B IL253167 B IL 253167B
Authority
IL
Israel
Prior art keywords
determining
objects
processing
physical characteristics
classification
Prior art date
Application number
IL253167A
Other languages
Hebrew (he)
Other versions
IL253167A0 (en
Inventor
Ashani Zvika
Perez Ella
Gilon Daniel
Original Assignee
Agent Video Intelligence Ltd
Ashani Zvika
Perez Ella
Gilon Daniel
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 Agent Video Intelligence Ltd, Ashani Zvika, Perez Ella, Gilon Daniel filed Critical Agent Video Intelligence Ltd
Priority to IL253167A priority Critical patent/IL253167B/en
Publication of IL253167A0 publication Critical patent/IL253167A0/en
Priority to PCT/IL2018/050628 priority patent/WO2019003217A1/en
Publication of IL253167B publication Critical patent/IL253167B/en

Links

Classifications

    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/285—Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system
    • 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
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)

Abstract

System and method for use in object calcification are presented, the method comprising: providing input image data comprising one or more image frames and using a processing utility for processing the input image data for identifying one or more objects within at least a portion of the image frames. The processing comprises: analyzing said one or more image frames for detecting one or more foreground objects is at least a portion of the frame; determining a set of physical characteristics for at least one detected foreground objects; using said determined set of physical characteristics for determining at least one image region associated with said at least one detected foreground object; processing said image region for determining initial classification data of said object and generating data indicative of initial classification probabilities; using said data indicative of initial classification probabilities and said physical characteristics of the at least one detected foreground object and determining object classification; and providing output data indicative of classification of said one or more objects.
IL253167A 2017-06-25 2017-06-25 System and method for use on object classification IL253167B (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
IL253167A IL253167B (en) 2017-06-25 2017-06-25 System and method for use on object classification
PCT/IL2018/050628 WO2019003217A1 (en) 2017-06-25 2018-06-10 System and method for use on object classification

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IL253167A IL253167B (en) 2017-06-25 2017-06-25 System and method for use on object classification

Publications (2)

Publication Number Publication Date
IL253167A0 IL253167A0 (en) 2017-09-28
IL253167B true IL253167B (en) 2020-08-31

Family

ID=62454855

Family Applications (1)

Application Number Title Priority Date Filing Date
IL253167A IL253167B (en) 2017-06-25 2017-06-25 System and method for use on object classification

Country Status (2)

Country Link
IL (1) IL253167B (en)
WO (1) WO2019003217A1 (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111695622B (en) * 2020-06-09 2023-08-11 全球能源互联网研究院有限公司 Identification model training method, identification method and identification device for substation operation scene

Also Published As

Publication number Publication date
IL253167A0 (en) 2017-09-28
WO2019003217A1 (en) 2019-01-03

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