CN109937434A - 图像处理方法、装置、终端和存储介质 - Google Patents
图像处理方法、装置、终端和存储介质 Download PDFInfo
- Publication number
- CN109937434A CN109937434A CN201780055158.0A CN201780055158A CN109937434A CN 109937434 A CN109937434 A CN 109937434A CN 201780055158 A CN201780055158 A CN 201780055158A CN 109937434 A CN109937434 A CN 109937434A
- Authority
- CN
- China
- Prior art keywords
- source
- source images
- imaged
- shape
- target
- Prior art date
- Legal status (The legal status 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 status listed.)
- Granted
Links
- 238000003672 processing method Methods 0.000 title claims abstract description 32
- 238000003384 imaging method Methods 0.000 claims abstract description 62
- 238000012545 processing Methods 0.000 claims abstract description 49
- 238000000034 method Methods 0.000 claims description 65
- 230000015654 memory Effects 0.000 claims description 30
- 230000008569 process Effects 0.000 claims description 18
- 230000036544 posture Effects 0.000 description 59
- 238000010586 diagram Methods 0.000 description 38
- 230000001815 facial effect Effects 0.000 description 28
- 230000004927 fusion Effects 0.000 description 21
- 239000000463 material Substances 0.000 description 18
- 238000001514 detection method Methods 0.000 description 16
- 230000000694 effects Effects 0.000 description 15
- 230000009466 transformation Effects 0.000 description 11
- PXFBZOLANLWPMH-UHFFFAOYSA-N 16-Epiaffinine Natural products C1C(C2=CC=CC=C2N2)=C2C(=O)CC2C(=CC)CN(C)C1C2CO PXFBZOLANLWPMH-UHFFFAOYSA-N 0.000 description 9
- 238000004891 communication Methods 0.000 description 9
- 238000002156 mixing Methods 0.000 description 9
- 210000000887 face Anatomy 0.000 description 5
- 230000014509 gene expression Effects 0.000 description 5
- 238000013459 approach Methods 0.000 description 3
- 210000005252 bulbus oculi Anatomy 0.000 description 3
- 230000008859 change Effects 0.000 description 3
- 238000010276 construction Methods 0.000 description 3
- 238000006073 displacement reaction Methods 0.000 description 3
- 238000000605 extraction Methods 0.000 description 3
- 210000001508 eye Anatomy 0.000 description 3
- 238000001914 filtration Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 230000007704 transition Effects 0.000 description 3
- 238000012937 correction Methods 0.000 description 2
- 230000018109 developmental process Effects 0.000 description 2
- 230000004807 localization Effects 0.000 description 2
- 238000010801 machine learning Methods 0.000 description 2
- 239000000203 mixture Substances 0.000 description 2
- 238000007781 pre-processing Methods 0.000 description 2
- 238000013139 quantization Methods 0.000 description 2
- 230000011218 segmentation Effects 0.000 description 2
- 230000005236 sound signal Effects 0.000 description 2
- 230000000007 visual effect Effects 0.000 description 2
- 240000006409 Acacia auriculiformis Species 0.000 description 1
- 241001465754 Metazoa Species 0.000 description 1
- 208000029152 Small face Diseases 0.000 description 1
- 230000001133 acceleration Effects 0.000 description 1
- 230000006978 adaptation Effects 0.000 description 1
- 230000000712 assembly Effects 0.000 description 1
- 238000000429 assembly Methods 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 239000003990 capacitor Substances 0.000 description 1
- 239000003086 colorant Substances 0.000 description 1
- 244000221110 common millet Species 0.000 description 1
- 238000004590 computer program Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 210000005069 ears Anatomy 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 210000004709 eyebrow Anatomy 0.000 description 1
- 210000003128 head Anatomy 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 238000010606 normalization Methods 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
- 238000012549 training Methods 0.000 description 1
- 238000011426 transformation method Methods 0.000 description 1
- 238000013519 translation Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
- G06V40/171—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
-
- 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
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/50—Image enhancement or restoration using two or more images, e.g. averaging or subtraction
-
- 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
- G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
- G06T7/75—Determining position or orientation of objects or cameras using feature-based methods involving models
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/164—Detection; Localisation; Normalisation using holistic features
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/165—Detection; Localisation; Normalisation using facial parts and geometric relationships
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
- G06V40/169—Holistic features and representations, i.e. based on the facial image taken as a whole
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
-
- 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
- G06T2207/20212—Image combination
- G06T2207/20221—Image fusion; Image merging
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Oral & Maxillofacial Surgery (AREA)
- General Health & Medical Sciences (AREA)
- Human Computer Interaction (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Geometry (AREA)
- Psychiatry (AREA)
- Social Psychology (AREA)
- Data Mining & Analysis (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Image Processing (AREA)
- Image Analysis (AREA)
Abstract
本发明提供了一种图像处理方法,包括:从源图像中识别源对象,根据源对象的特征点识别出源对象在源图像中成像的姿态和尺寸;根据源对象在源图像中成像的姿态和尺寸、与目标对象在目标图像中成像的姿态和尺寸的匹配关系,调整源对象在源图像中成像的姿态和尺寸;根据源对象的成像与目标对象的成像的平均形状,调整源对象在源图像中成像的形状,以及目标对象在目标图像中成像的形状;将对源图像、以及目标图像,根据对齐源对象和目标对象所成像的形状的方式进行融合。本发明还提供了一种图像处理装置、终端以及存储介质。
Description
PCT国内申请,说明书已公开。
Claims (33)
- PCT国内申请,权利要求书已公开。
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/CN2017/106679 WO2019075656A1 (zh) | 2017-10-18 | 2017-10-18 | 图像处理方法、装置、终端和存储介质 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN109937434A true CN109937434A (zh) | 2019-06-25 |
CN109937434B CN109937434B (zh) | 2021-06-11 |
Family
ID=66173186
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201780055158.0A Active CN109937434B (zh) | 2017-10-18 | 2017-10-18 | 图像处理方法、装置、终端和存储介质 |
Country Status (3)
Country | Link |
---|---|
US (1) | US11120535B2 (zh) |
CN (1) | CN109937434B (zh) |
WO (1) | WO2019075656A1 (zh) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111582268A (zh) * | 2020-04-13 | 2020-08-25 | 浙江大华技术股份有限公司 | 一种车牌图像处理方法、装置以及计算机存储介质 |
WO2021218040A1 (zh) * | 2020-04-29 | 2021-11-04 | 百度在线网络技术(北京)有限公司 | 图像处理的方法及装置 |
Families Citing this family (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11244443B2 (en) * | 2019-07-28 | 2022-02-08 | Advantest Corporation | Examination apparatus, examination method, recording medium storing an examination program, learning apparatus, learning method, and recording medium storing a learning program |
CN110675433A (zh) * | 2019-10-31 | 2020-01-10 | 北京达佳互联信息技术有限公司 | 视频处理方法、装置、电子设备及存储介质 |
US11533355B2 (en) * | 2020-08-05 | 2022-12-20 | Agora Lab, Inc. | Scalable multi-level collaborative content moderation |
CN112419375B (zh) * | 2020-11-18 | 2023-02-03 | 青岛海尔科技有限公司 | 特征点的匹配方法及装置、存储介质、电子装置 |
CN112580462A (zh) * | 2020-12-11 | 2021-03-30 | 深圳市豪恩声学股份有限公司 | 一种特征点选择方法、终端和存储介质 |
Citations (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1477852A (zh) * | 2002-08-23 | 2004-02-25 | 富士施乐株式会社 | 图像处理设备、图像处理方法以及图像处理程序的存储介质 |
CN101008981A (zh) * | 2007-01-26 | 2007-08-01 | 浙江大学 | 人脸图像合成中虚影的自动消除方法 |
CN101770649A (zh) * | 2008-12-30 | 2010-07-07 | 中国科学院自动化研究所 | 一种人脸图像自动合成方法 |
CN103218775A (zh) * | 2013-05-13 | 2013-07-24 | 苏州华漫信息服务有限公司 | 一种人像照片变脸的方法 |
CN103577815A (zh) * | 2013-11-29 | 2014-02-12 | 中国科学院计算技术研究所 | 一种人脸对齐方法和系统 |
US20150110349A1 (en) * | 2013-10-22 | 2015-04-23 | Samsung Electronics Co., Ltd. | Face tracking apparatuses and methods |
US20150309569A1 (en) * | 2014-04-23 | 2015-10-29 | Google Inc. | User interface control using gaze tracking |
CN105184249A (zh) * | 2015-08-28 | 2015-12-23 | 百度在线网络技术(北京)有限公司 | 用于人脸图像处理的方法和装置 |
CN106056650A (zh) * | 2016-05-12 | 2016-10-26 | 西安电子科技大学 | 基于快速表情信息提取和泊松融合的人脸表情合成方法 |
CN106156730A (zh) * | 2016-06-30 | 2016-11-23 | 腾讯科技(深圳)有限公司 | 一种人脸图像的合成方法和装置 |
CN107038683A (zh) * | 2017-03-27 | 2017-08-11 | 中国科学院自动化研究所 | 运动目标的全景成像方法 |
CN107231529A (zh) * | 2017-06-30 | 2017-10-03 | 努比亚技术有限公司 | 图像处理方法、移动终端及存储介质 |
Family Cites Families (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20020022504A (ko) * | 2000-09-20 | 2002-03-27 | 박종만 | 3차원 캐릭터의 동작, 얼굴 표정, 립싱크 및 립싱크된음성 합성을 지원하는 3차원 동영상 저작 도구의 제작시스템 및 방법 |
CN101098241A (zh) * | 2006-06-26 | 2008-01-02 | 腾讯科技(深圳)有限公司 | 虚拟形象实现方法及其系统 |
JP4946730B2 (ja) * | 2007-08-27 | 2012-06-06 | ソニー株式会社 | 顔画像処理装置及び顔画像処理方法、並びにコンピュータ・プログラム |
US20140079319A1 (en) * | 2012-09-20 | 2014-03-20 | Htc Corporation | Methods for enhancing images and apparatuses using the same |
CN104424624B (zh) * | 2013-08-28 | 2018-04-10 | 中兴通讯股份有限公司 | 一种图像合成的优化方法及装置 |
CN104079429A (zh) | 2014-05-22 | 2014-10-01 | 汉柏科技有限公司 | 一种基于referer字段的盗链防护的方法及Web网关 |
CN104331915A (zh) * | 2014-10-16 | 2015-02-04 | 厦门美图之家科技有限公司 | 一种利用素材对图像进行处理的方法 |
CN105741229B (zh) * | 2016-02-01 | 2019-01-08 | 成都通甲优博科技有限责任公司 | 实现人脸图像快速融合的方法 |
CN106780658B (zh) * | 2016-11-16 | 2021-03-09 | 北京旷视科技有限公司 | 人脸特征添加方法、装置及设备 |
CN107146199B (zh) * | 2017-05-02 | 2020-01-17 | 厦门美图之家科技有限公司 | 一种人脸图像的融合方法、装置及计算设备 |
-
2017
- 2017-10-18 WO PCT/CN2017/106679 patent/WO2019075656A1/zh active Application Filing
- 2017-10-18 CN CN201780055158.0A patent/CN109937434B/zh active Active
-
2019
- 2019-09-25 US US16/583,025 patent/US11120535B2/en active Active
Patent Citations (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1477852A (zh) * | 2002-08-23 | 2004-02-25 | 富士施乐株式会社 | 图像处理设备、图像处理方法以及图像处理程序的存储介质 |
CN101008981A (zh) * | 2007-01-26 | 2007-08-01 | 浙江大学 | 人脸图像合成中虚影的自动消除方法 |
CN101770649A (zh) * | 2008-12-30 | 2010-07-07 | 中国科学院自动化研究所 | 一种人脸图像自动合成方法 |
CN103218775A (zh) * | 2013-05-13 | 2013-07-24 | 苏州华漫信息服务有限公司 | 一种人像照片变脸的方法 |
US9558396B2 (en) * | 2013-10-22 | 2017-01-31 | Samsung Electronics Co., Ltd. | Apparatuses and methods for face tracking based on calculated occlusion probabilities |
US20150110349A1 (en) * | 2013-10-22 | 2015-04-23 | Samsung Electronics Co., Ltd. | Face tracking apparatuses and methods |
CN103577815A (zh) * | 2013-11-29 | 2014-02-12 | 中国科学院计算技术研究所 | 一种人脸对齐方法和系统 |
US20150309569A1 (en) * | 2014-04-23 | 2015-10-29 | Google Inc. | User interface control using gaze tracking |
CN105184249A (zh) * | 2015-08-28 | 2015-12-23 | 百度在线网络技术(北京)有限公司 | 用于人脸图像处理的方法和装置 |
CN106056650A (zh) * | 2016-05-12 | 2016-10-26 | 西安电子科技大学 | 基于快速表情信息提取和泊松融合的人脸表情合成方法 |
CN106156730A (zh) * | 2016-06-30 | 2016-11-23 | 腾讯科技(深圳)有限公司 | 一种人脸图像的合成方法和装置 |
CN107038683A (zh) * | 2017-03-27 | 2017-08-11 | 中国科学院自动化研究所 | 运动目标的全景成像方法 |
CN107231529A (zh) * | 2017-06-30 | 2017-10-03 | 努比亚技术有限公司 | 图像处理方法、移动终端及存储介质 |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111582268A (zh) * | 2020-04-13 | 2020-08-25 | 浙江大华技术股份有限公司 | 一种车牌图像处理方法、装置以及计算机存储介质 |
CN111582268B (zh) * | 2020-04-13 | 2023-05-12 | 浙江大华技术股份有限公司 | 一种车牌图像处理方法、装置以及计算机存储介质 |
WO2021218040A1 (zh) * | 2020-04-29 | 2021-11-04 | 百度在线网络技术(北京)有限公司 | 图像处理的方法及装置 |
Also Published As
Publication number | Publication date |
---|---|
WO2019075656A1 (zh) | 2019-04-25 |
US20200020089A1 (en) | 2020-01-16 |
US11120535B2 (en) | 2021-09-14 |
CN109937434B (zh) | 2021-06-11 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US11010967B2 (en) | Three dimensional content generating apparatus and three dimensional content generating method thereof | |
US11043011B2 (en) | Image processing method, apparatus, terminal, and storage medium for fusing images of two objects | |
US11798246B2 (en) | Electronic device for generating image including 3D avatar reflecting face motion through 3D avatar corresponding to face and method of operating same | |
US11120535B2 (en) | Image processing method, apparatus, terminal, and storage medium | |
WO2020199906A1 (zh) | 人脸关键点检测方法、装置、设备及存储介质 | |
WO2019128508A1 (zh) | 图像处理方法、装置、存储介质及电子设备 | |
CN111243093B (zh) | 三维人脸网格的生成方法、装置、设备及存储介质 | |
Liu et al. | Real-time robust vision-based hand gesture recognition using stereo images | |
TW201911130A (zh) | 一種翻拍影像識別方法及裝置 | |
EP3992919B1 (en) | Three-dimensional facial model generation method and apparatus, device, and medium | |
US20220309836A1 (en) | Ai-based face recognition method and apparatus, device, and medium | |
Arcoverde Neto et al. | Enhanced real-time head pose estimation system for mobile device | |
CN111008935B (zh) | 一种人脸图像增强方法、装置、系统及存储介质 | |
US10922399B2 (en) | Authentication verification using soft biometric traits | |
JP2022550948A (ja) | 3次元顔モデル生成方法、装置、コンピュータデバイス及びコンピュータプログラム | |
CN110852310A (zh) | 三维人脸识别方法、装置、终端设备及计算机可读介质 | |
CN111091075A (zh) | 人脸识别方法、装置、电子设备及存储介质 | |
KR20200100020A (ko) | 3차원 컨텐츠 생성 장치 및 그 3차원 컨텐츠 생성 방법 | |
CN110647782A (zh) | 三维人脸重建与多姿态人脸识别方法及装置 | |
CN111199169A (zh) | 图像处理方法和装置 | |
CN111401157A (zh) | 一种基于三维特征的人脸识别方法和系统 | |
US20220207917A1 (en) | Facial expression image processing method and apparatus, and electronic device | |
CN112183155B (zh) | 动作姿态库建立、动作姿态生成、识别方法及装置 | |
Pang et al. | Robust eye center localization through face alignment and invariant isocentric patterns | |
JP2013029996A (ja) | 画像処理装置 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |