CN109086785A - 一种图像标定模型的训练方法和装置 - Google Patents
一种图像标定模型的训练方法和装置 Download PDFInfo
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- 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
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- 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
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- 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
- G06F18/2415—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
- G06F18/24155—Bayesian classification
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/143—Segmentation; Edge detection involving probabilistic approaches, e.g. Markov random field [MRF] modelling
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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
- G06V10/20—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
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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
- G06V10/70—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
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- 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
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- 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
- G06T2207/10028—Range image; Depth image; 3D point clouds
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- 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]
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- 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
- G06T2207/30248—Vehicle exterior or interior
- G06T2207/30252—Vehicle exterior; Vicinity of vehicle
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- General Health & Medical Sciences (AREA)
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Abstract
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Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
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US15/623,323 US10762635B2 (en) | 2017-06-14 | 2017-06-14 | System and method for actively selecting and labeling images for semantic segmentation |
USUS15/623,323 | 2017-06-14 |
Publications (2)
Publication Number | Publication Date |
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CN109086785A true CN109086785A (zh) | 2018-12-25 |
CN109086785B CN109086785B (zh) | 2021-01-15 |
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Family Applications (3)
Application Number | Title | Priority Date | Filing Date |
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CN201711265897.0A Active CN109086785B (zh) | 2017-06-14 | 2017-12-05 | 一种图像标定模型的训练方法和装置 |
CN202311370413.4A Pending CN119579882A (zh) | 2017-06-14 | 2018-06-14 | 主动选择和标记图像以进行语义分割的系统和方法 |
CN201880039993.XA Active CN110753934B (zh) | 2017-06-14 | 2018-06-14 | 主动选择和标记图像以进行语义分割的系统和方法 |
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CN202311370413.4A Pending CN119579882A (zh) | 2017-06-14 | 2018-06-14 | 主动选择和标记图像以进行语义分割的系统和方法 |
CN201880039993.XA Active CN110753934B (zh) | 2017-06-14 | 2018-06-14 | 主动选择和标记图像以进行语义分割的系统和方法 |
Country Status (3)
Country | Link |
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US (1) | US10762635B2 (zh) |
CN (3) | CN109086785B (zh) |
WO (1) | WO2018232187A1 (zh) |
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CN110008299A (zh) * | 2019-04-08 | 2019-07-12 | 百度在线网络技术(北京)有限公司 | 一种地图评估方法、装置、电子设备及存储介质 |
CN110175990A (zh) * | 2019-05-17 | 2019-08-27 | 腾讯科技(深圳)有限公司 | 人脸图像质量判定方法、装置及计算机设备 |
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CN111179355A (zh) * | 2019-12-20 | 2020-05-19 | 上海点甜农业专业合作社 | 一种结合点云和语义识别的双目摄像头标定方法 |
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CN111584044A (zh) * | 2020-05-14 | 2020-08-25 | 上海深至信息科技有限公司 | 一种标准超声图像训练集的生成方法及系统 |
CN112116016A (zh) * | 2020-09-25 | 2020-12-22 | 南通大学 | 一种基于机器学习的足底图像智能标定方法 |
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