TY - GEN
T1 - Video retrieval based on patterns of oriented edge magnitude
AU - Raghurama Holla, K.
AU - Shekar, B. H.
PY - 2016/9/21
Y1 - 2016/9/21
N2 - In this work, a video retrieval system is proposed based on POEM (Patterns of Oriented Edge Magnitudes) descriptor. In the first stage, the input video is partitioned into shots based on Gabor moments and keyframes are selected from each shot based on Temporally Maximum Occurrence Frame (TMOF). In the next stage, the POEM descriptor is computed from each keyframe for robust image/frame representation. Given a query frame, the descriptor is obtained from it in a similar manner, and this descriptor is compared with the descriptors of the video keyframes using nearest neighbour matching technique to find the matching keyframe. We have conducted experiments on the TRECVID video segments to exhibit the superiority of the proposed approach for video retrieval applications.
AB - In this work, a video retrieval system is proposed based on POEM (Patterns of Oriented Edge Magnitudes) descriptor. In the first stage, the input video is partitioned into shots based on Gabor moments and keyframes are selected from each shot based on Temporally Maximum Occurrence Frame (TMOF). In the next stage, the POEM descriptor is computed from each keyframe for robust image/frame representation. Given a query frame, the descriptor is obtained from it in a similar manner, and this descriptor is compared with the descriptors of the video keyframes using nearest neighbour matching technique to find the matching keyframe. We have conducted experiments on the TRECVID video segments to exhibit the superiority of the proposed approach for video retrieval applications.
UR - http://www.scopus.com/inward/record.url?scp=84994085113&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84994085113&partnerID=8YFLogxK
U2 - 10.1145/2983402.2983433
DO - 10.1145/2983402.2983433
M3 - Conference contribution
AN - SCOPUS:84994085113
T3 - ACM International Conference Proceeding Series
SP - 115
EP - 120
BT - Proceedings of the 3rd International Symposium on Computer Vision and the Internet, VisionNet 2016
PB - Association for Computing Machinery (ACM)
T2 - 3rd International Symposium on Computer Vision and the Internet, VisionNet 2016
Y2 - 21 September 2016 through 24 September 2016
ER -