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Sub-sequence factorization - an effective approach for projective reconstruction under occlusion
Lu, L; Hu, ZY
Source PublicationCHINESE JOURNAL OF ELECTRONICS
2001-04-01
Volume10Issue:2Pages:189-195
SubtypeArticle
AbstractProjective reconstruction is a key step for 3D metric reconstruction from a sequence of images captured by an uncalibrated camera. Due to its inherent robustness, the factorization method is widely used in literatures. However, the main shortcoming of the standard factorization method is that it requires the corresponding points to appear across ALL the images, When large changes of view angles occur in the image sequence, or the scene is easy to be self-occluded, nearly it will be very difficult to have some corresponding points visible across all the images. But it is much easier for only several images to have enough correspondences required by factorization method. These images are called as a subsequence in the whole image set. In this paper, a sub-sequence factorization method is proposed to cope with the problem. The basic principle of the sub-sequence factorization method is to divide a long image sequence into several short subsequences according to its spatial continuity, and the standard factorization method is employed for each subsequence, Then, a novel alignment process is invoked to transform different reconstructions under different subsequences into one reference coordinates system. It is more practical as it only demands that there are enough correspondences in each subsequence, not the whole sequence. The proposed sub-sequence factorization method preserves the robustness aspect embedded in the standard factorization method. The experiments on synthetic and real images validate our proposed new method.
KeywordStratified Reconstruction Projective Reconstruction Transformation Matrix
WOS HeadingsScience & Technology ; Technology
WOS KeywordIMAGE STREAMS ; MOTION ; SHAPE
Indexed BySCI
Language英语
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic
WOS IDWOS:000168485300012
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9835
Collection09年以前成果
AffiliationChinese Acad Sci, Inst Automat, NLPR, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Lu, L,Hu, ZY. Sub-sequence factorization - an effective approach for projective reconstruction under occlusion[J]. CHINESE JOURNAL OF ELECTRONICS,2001,10(2):189-195.
APA Lu, L,&Hu, ZY.(2001).Sub-sequence factorization - an effective approach for projective reconstruction under occlusion.CHINESE JOURNAL OF ELECTRONICS,10(2),189-195.
MLA Lu, L,et al."Sub-sequence factorization - an effective approach for projective reconstruction under occlusion".CHINESE JOURNAL OF ELECTRONICS 10.2(2001):189-195.
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