TY - GEN
T1 - An efficient video panorama constructing algorithm based on color invariant features
AU - Zhou, Ping
AU - Luo, Xiling
PY - 2011
Y1 - 2011
N2 - Construct a panorama is an efficient way to handle the limitation of camera visual angle. The process of constructing a video panorama can be defined as image registration and fusion of video frames to a composite wide-view image. This paper proposes a video panorama constructing algorithm based on color invariant features. The panorama constructing process contains three steps. At the start, we build the camera motion model based on color invariant features in order to apply our algorithm in a scene where there are illumination, highlights and shadows. After that, for the purpose of reducing redundancy and accelerating speed, key frames are selected for the following image fusion process. At last, the input frames are transformed to a same coordinate to fuse a panorama. Experimental results show that the proposed algorithm is effective and accurate.
AB - Construct a panorama is an efficient way to handle the limitation of camera visual angle. The process of constructing a video panorama can be defined as image registration and fusion of video frames to a composite wide-view image. This paper proposes a video panorama constructing algorithm based on color invariant features. The panorama constructing process contains three steps. At the start, we build the camera motion model based on color invariant features in order to apply our algorithm in a scene where there are illumination, highlights and shadows. After that, for the purpose of reducing redundancy and accelerating speed, key frames are selected for the following image fusion process. At last, the input frames are transformed to a same coordinate to fuse a panorama. Experimental results show that the proposed algorithm is effective and accurate.
KW - color invariant features
KW - image registration
KW - video panorama
UR - https://www.scopus.com/pages/publications/82055175263
U2 - 10.1007/978-3-642-25553-3_48
DO - 10.1007/978-3-642-25553-3_48
M3 - 会议稿件
AN - SCOPUS:82055175263
SN - 9783642255526
T3 - Lecture Notes in Electrical Engineering
SP - 385
EP - 392
BT - Advances in Automation and Robotics, Vol.1 - Selected Papers from the 2011 International Conference on Automation and Robotics, ICAR 2011
T2 - 2011 International Conference on Automation and Robotics, ICAR 2011
Y2 - 1 December 2011 through 2 December 2011
ER -