CASIA OpenIR  > 09年以前成果
Real-time face tracking under partial occlusion and illumination change
Zeng, ZH; Ma, SD; Tan, T; Shi, YC; Gao, W
Source PublicationADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS
2000
Volume1948Pages:135-142
SubtypeArticle
AbstractIn this paper, we present an approach which tracks human faces robustly in real-time applications by taking advantage of both region matching and active contour model. Region matching with motion prediction robustly locates the approximate position of the target, then active contour model detects the local variation of the target's boundary which is insensitive to illumination changes, and results from active contour model guides updating the template for successive tracking. In this case, the system can tolerate changes in both pose and illumination. To reduce the influence of local error due to partial occlusion and weak edge strength, we use a priori knowledge of head shape to re-initialize the curve of the object every a few frames. To realize real-time tracking, we adopt region matching with adaptively matching density and modify greedy algorithm to be more effective in its implementation. The proposed technique is applied to track the head of the person who is doing Taiji exercise in live video sequences. The system demonstrates promising performance, and the tracking time per frame is about 40ms on Pentium II 400MHZ PC.
KeywordReal-time Tracking Region Matching Active Contour Model
WOS HeadingsScience & Technology ; Technology
WOS KeywordCONTOURS
Indexed ByISTP ; SCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods
WOS IDWOS:000174117200018
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9796
Collection09年以前成果
AffiliationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100864, Peoples R China
Recommended Citation
GB/T 7714
Zeng, ZH,Ma, SD,Tan, T,et al. Real-time face tracking under partial occlusion and illumination change[J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,2000,1948:135-142.
APA Zeng, ZH,Ma, SD,Tan, T,Shi, YC,&Gao, W.(2000).Real-time face tracking under partial occlusion and illumination change.ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,1948,135-142.
MLA Zeng, ZH,et al."Real-time face tracking under partial occlusion and illumination change".ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS 1948(2000):135-142.
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