SG11202012531TA - Method, apparatus, device, medium and product for segmenting image, and method, apparatus, device, medium and product for training segmentation network - Google Patents

Method, apparatus, device, medium and product for segmenting image, and method, apparatus, device, medium and product for training segmentation network

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Publication number
SG11202012531TA
SG11202012531TA SG11202012531TA SG11202012531TA SG11202012531TA SG 11202012531T A SG11202012531T A SG 11202012531TA SG 11202012531T A SG11202012531T A SG 11202012531TA SG 11202012531T A SG11202012531T A SG 11202012531TA SG 11202012531T A SG11202012531T A SG 11202012531TA
Authority
SG
Singapore
Prior art keywords
medium
product
segmentation network
segmenting image
training segmentation
Prior art date
Application number
SG11202012531TA
Other languages
English (en)
Inventor
Chao Tian
Cong Li
Jianping Shi
Original Assignee
Beijing Sensetime Technology Development 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 Beijing Sensetime Technology Development Co Ltd filed Critical Beijing Sensetime Technology Development Co Ltd
Publication of SG11202012531TA publication Critical patent/SG11202012531TA/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G06V20/182—Network patterns, e.g. roads or rivers
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • 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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • G06V10/267—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watersheds
    • 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
    • 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
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/20112—Image segmentation details
    • G06T2207/20132—Image cropping

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
SG11202012531TA 2018-06-15 2019-06-14 Method, apparatus, device, medium and product for segmenting image, and method, apparatus, device, medium and product for training segmentation network SG11202012531TA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810623306.0A CN108830221A (zh) 2018-06-15 2018-06-15 图像的目标对象分割及训练方法和装置、设备、介质、产品
PCT/CN2019/091328 WO2019238126A1 (zh) 2018-06-15 2019-06-14 图像分割及分割网络训练方法和装置、设备、介质、产品

Publications (1)

Publication Number Publication Date
SG11202012531TA true SG11202012531TA (en) 2021-01-28

Family

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Family Applications (1)

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SG11202012531TA SG11202012531TA (en) 2018-06-15 2019-06-14 Method, apparatus, device, medium and product for segmenting image, and method, apparatus, device, medium and product for training segmentation network

Country Status (5)

Country Link
US (1) US20210097325A1 (zh)
JP (1) JP7045490B2 (zh)
CN (1) CN108830221A (zh)
SG (1) SG11202012531TA (zh)
WO (1) WO2019238126A1 (zh)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108830221A (zh) * 2018-06-15 2018-11-16 北京市商汤科技开发有限公司 图像的目标对象分割及训练方法和装置、设备、介质、产品
CN111260564A (zh) * 2018-11-30 2020-06-09 北京市商汤科技开发有限公司 一种图像处理方法和装置及计算机存储介质
CN109635813B (zh) * 2018-12-13 2020-12-25 银河水滴科技（北京）有限公司 一种钢轨区域图像分割方法及装置
CN111626313B (zh) * 2019-02-28 2023-06-02 银河水滴科技（北京）有限公司 一种特征提取模型训练方法、图像处理方法及装置
CN109934223B (zh) * 2019-03-01 2022-04-26 北京地平线机器人技术研发有限公司 实例分割结果评价参数确定方法及装置
CN110062164B (zh) * 2019-04-22 2021-10-26 深圳市商汤科技有限公司 视频图像处理方法及装置
CN110245710B (zh) * 2019-06-18 2022-11-29 腾讯科技（深圳）有限公司 语义分割模型的训练方法、语义分割方法及装置
CN110363780A (zh) * 2019-07-23 2019-10-22 腾讯科技（深圳）有限公司 图像分割方法、装置、计算机可读存储介质和计算机设备
CN111178445A (zh) * 2019-12-31 2020-05-19 上海商汤智能科技有限公司 图像处理方法及装置
CN111667440B (zh) * 2020-05-14 2024-02-13 涡阳县幸福门业有限公司 一种金属门烤漆温度分布图像的融合方法
CN112132832B (zh) * 2020-08-21 2021-09-28 苏州浪潮智能科技有限公司 一种增强图像实例分割的方法、***、设备及介质
CN112529863B (zh) * 2020-12-04 2024-01-23 推想医疗科技股份有限公司 测量骨密度的方法及装置
CN112686274B (zh) * 2020-12-31 2023-04-18 上海智臻智能网络科技股份有限公司 目标对象的检测方法及设备
CN113705718B (zh) * 2021-09-06 2024-04-02 齐齐哈尔大学 基于多层次特征密集融合的遥感场景图像分类方法
CN114596620B (zh) * 2022-05-10 2022-08-05 深圳市海清视讯科技有限公司 人脸识别设备补光控制方法、装置、设备及存储介质
CN115222638B (zh) * 2022-08-15 2023-03-07 深圳市眼科医院 一种基于神经网络模型的视网膜血管图像分割方法及***

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101216890B (zh) * 2008-01-09 2011-02-16 北京中星微电子有限公司 一种彩色图像分割方法
CN101425184B (zh) * 2008-10-30 2011-08-24 西安电子科技大学 基于第二代Bandelet域隐马尔科夫树模型的图像分割方法
CN105488534B (zh) * 2015-12-04 2018-12-07 中国科学院深圳先进技术研究院 交通场景深度解析方法、装置及***
CN108830221A (zh) * 2018-06-15 2018-11-16 北京市商汤科技开发有限公司 图像的目标对象分割及训练方法和装置、设备、介质、产品

Also Published As

Publication number Publication date
WO2019238126A1 (zh) 2019-12-19
CN108830221A (zh) 2018-11-16
JP2021526276A (ja) 2021-09-30
JP7045490B2 (ja) 2022-03-31
US20210097325A1 (en) 2021-04-01

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