TY - GEN
T1 - Inter-image Affinity based Interactive Video Object Segmentation
AU - Heo, Yuk
AU - Koh, Yeong Jun
AU - Kim, Chang Su
N1 - Funding Information:
This work was supported in part by the MSIT(Ministry of Science and ICT), Korea, under the ITRC(Information Technology Research Center) support program(IITP-2020-2016-0-00464) supervised by the IITP(Institute for Information & communications Technology Promotion)
Publisher Copyright:
© 2020 IEEE.
PY - 2020/10/21
Y1 - 2020/10/21
N2 - A procedure of interactive video object segmentation is cutting out a target object in a video by repeatedly providing user-annotations (points, lines, etc.) to an algorithm. In this paper, the procedure is achieved by generating the inter-image affinity matrix between the target frame and the annotated frame, and the other matrix between the previous frame and the target frame. By utilizing the two inter-image affinity matrices, we transport encoded features of the annotated frame and the previous frame for the target object. Through the experimental result, we show that exploiting the inter-image affinity matrices are effective for conducting the interactive video object segmentation.
AB - A procedure of interactive video object segmentation is cutting out a target object in a video by repeatedly providing user-annotations (points, lines, etc.) to an algorithm. In this paper, the procedure is achieved by generating the inter-image affinity matrix between the target frame and the annotated frame, and the other matrix between the previous frame and the target frame. By utilizing the two inter-image affinity matrices, we transport encoded features of the annotated frame and the previous frame for the target object. Through the experimental result, we show that exploiting the inter-image affinity matrices are effective for conducting the interactive video object segmentation.
KW - Interactive Video Object Segmentation
KW - Segmentation
KW - Video Object Segmentation
UR - http://www.scopus.com/inward/record.url?scp=85098958387&partnerID=8YFLogxK
U2 - 10.1109/ICTC49870.2020.9289608
DO - 10.1109/ICTC49870.2020.9289608
M3 - Conference contribution
AN - SCOPUS:85098958387
T3 - International Conference on ICT Convergence
SP - 384
EP - 386
BT - ICTC 2020 - 11th International Conference on ICT Convergence
PB - IEEE Computer Society
T2 - 11th International Conference on Information and Communication Technology Convergence, ICTC 2020
Y2 - 21 October 2020 through 23 October 2020
ER -