TY - GEN
T1 - A novel method for detecting occluded object by multiple camera arrays
AU - Pei, Zhao
AU - Zhang, Yanning
AU - Yang, Tao
AU - Chen, Xida
PY - 2012
Y1 - 2012
N2 - For many object detection methods, occlusion is a challenge problem and researchers have been spending a lot of time on solving it. Recently, by using synthetic aperture imaging with a camera array the occluded objects can be successfully detected, but may fail when the depth between objects is too small. In this paper, we proposes a novel multi-object detection method using multiple camera arrays. Our detection algorithm calibrates two camera arrays based on a simple shift transformation. And also, the object can be shown in two different sides of the view from each camera array. Compare with one camera array synthetic aperture detection, our method can handle the small depth difference between the objects. What is more, instead of focusing on parallel plane, our method can focus on tilted plane. The experimental results show that the proposed method has a good performance and can successfully detect the objects within a small depth range.
AB - For many object detection methods, occlusion is a challenge problem and researchers have been spending a lot of time on solving it. Recently, by using synthetic aperture imaging with a camera array the occluded objects can be successfully detected, but may fail when the depth between objects is too small. In this paper, we proposes a novel multi-object detection method using multiple camera arrays. Our detection algorithm calibrates two camera arrays based on a simple shift transformation. And also, the object can be shown in two different sides of the view from each camera array. Compare with one camera array synthetic aperture detection, our method can handle the small depth difference between the objects. What is more, instead of focusing on parallel plane, our method can focus on tilted plane. The experimental results show that the proposed method has a good performance and can successfully detect the objects within a small depth range.
KW - Detection
KW - Multiple camera arrays
KW - Synthetic aperture imaging
UR - http://www.scopus.com/inward/record.url?scp=84872895316&partnerID=8YFLogxK
U2 - 10.1109/FSKD.2012.6234235
DO - 10.1109/FSKD.2012.6234235
M3 - 会议稿件
AN - SCOPUS:84872895316
SN - 9781467300223
T3 - Proceedings - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012
SP - 1673
EP - 1677
BT - Proceedings - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012
T2 - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012
Y2 - 29 May 2012 through 31 May 2012
ER -