SG11202007158UA - Object prediction method and apparatus, electronic device and storage medium - Google Patents

Object prediction method and apparatus, electronic device and storage medium

Info

Publication number
SG11202007158UA
SG11202007158UA SG11202007158UA SG11202007158UA SG11202007158UA SG 11202007158U A SG11202007158U A SG 11202007158UA SG 11202007158U A SG11202007158U A SG 11202007158UA SG 11202007158U A SG11202007158U A SG 11202007158UA SG 11202007158U A SG11202007158U A SG 11202007158UA
Authority
SG
Singapore
Prior art keywords
electronic device
storage medium
prediction method
object prediction
medium
Prior art date
Application number
SG11202007158UA
Inventor
Dan Xu
Wanli Ouyang
Xiaogang Wang
Sebe Nicu
Original Assignee
Shanghai Sensetime Intelligent Tech Co Ltd
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 Shanghai Sensetime Intelligent Tech Co Ltd filed Critical Shanghai Sensetime Intelligent Tech Co Ltd
Publication of SG11202007158UA publication Critical patent/SG11202007158UA/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/50—Depth or shape recovery
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2431—Multiple classes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/253—Fusion techniques of extracted features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • 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
    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/806—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of extracted features
    • 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
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/64—Three-dimensional objects
    • 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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/07—Target detection

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Geometry (AREA)
  • Image Analysis (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
SG11202007158UA 2018-05-04 2019-03-06 Object prediction method and apparatus, electronic device and storage medium SG11202007158UA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810421005.XA CN110443266B (en) 2018-05-04 2018-05-04 Object prediction method and device, electronic equipment and storage medium
PCT/CN2019/077152 WO2019210737A1 (en) 2018-05-04 2019-03-06 Object prediction method and apparatus, electronic device and storage medium

Publications (1)

Publication Number Publication Date
SG11202007158UA true SG11202007158UA (en) 2020-08-28

Family

ID=68386249

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202007158UA SG11202007158UA (en) 2018-05-04 2019-03-06 Object prediction method and apparatus, electronic device and storage medium

Country Status (6)

Country Link
US (1) US11593596B2 (en)
JP (1) JP7085632B2 (en)
KR (1) KR102406765B1 (en)
CN (1) CN110443266B (en)
SG (1) SG11202007158UA (en)
WO (1) WO2019210737A1 (en)

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CN111767810B (en) * 2020-06-18 2022-08-02 哈尔滨工程大学 Remote sensing image road extraction method based on D-LinkNet
US20230114556A1 (en) * 2020-07-14 2023-04-13 Google Llc Neural network models using peer-attention
US20220201317A1 (en) * 2020-12-22 2022-06-23 Ssimwave Inc. Video asset quality assessment and encoding optimization to achieve target quality requirement
JP2023527615A (en) * 2021-04-28 2023-06-30 ベイジン バイドゥ ネットコム サイエンス テクノロジー カンパニー リミテッド Target object detection model training method, target object detection method, device, electronic device, storage medium and computer program
CN113313511A (en) * 2021-04-30 2021-08-27 北京奇艺世纪科技有限公司 Video traffic prediction method, device, electronic equipment and medium
CN113947246B (en) * 2021-10-21 2023-06-13 腾讯科技（深圳）有限公司 Loss processing method and device based on artificial intelligence and electronic equipment
CN114511452B (en) * 2021-12-06 2024-03-19 中南大学 Remote sensing image retrieval method integrating multi-scale cavity convolution and triplet attention
CN117457101B (en) * 2023-12-22 2024-03-26 中国农业科学院烟草研究所(中国烟草总公司青州烟草研究所) Method, medium and system for predicting moisture content of cured tobacco leaves

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US7596243B2 (en) * 2005-09-16 2009-09-29 Sony Corporation Extracting a moving object boundary
CN101169827B (en) * 2007-12-03 2010-06-02 北京中星微电子有限公司 Method and device for tracking characteristic point of image
JP6127219B2 (en) * 2013-11-30 2017-05-10 ベイジン センスタイム テクノロジー デベロップメント カンパニー， リミテッド Method and system for extracting facial features from facial image data
CN104217216B (en) * 2014-09-01 2017-10-17 华为技术有限公司 Generate method and apparatus, the method and apparatus for detecting target of detection model
US10860837B2 (en) * 2015-07-20 2020-12-08 University Of Maryland, College Park Deep multi-task learning framework for face detection, landmark localization, pose estimation, and gender recognition
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KR20170050448A (en) * 2015-10-30 2017-05-11 삼성에스디에스 주식회사 Method and apparatus for detecting object on image
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US10002313B2 (en) * 2015-12-15 2018-06-19 Sighthound, Inc. Deeply learned convolutional neural networks (CNNS) for object localization and classification
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Also Published As

Publication number Publication date
JP2021512407A (en) 2021-05-13
WO2019210737A1 (en) 2019-11-07
KR102406765B1 (en) 2022-06-08
JP7085632B2 (en) 2022-06-16
US20200364518A1 (en) 2020-11-19
KR20200105500A (en) 2020-09-07
US11593596B2 (en) 2023-02-28
CN110443266B (en) 2022-06-24
CN110443266A (en) 2019-11-12

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