18.3.4.6 Video Instance Segmentation

Chapter Contents (Back)
Motion Segmentation. Instance Segmentation.
See also Instance Segmentation.

Maninis, K.K., Caelles, S., Chen, Y., Pont-Tuset, J., Leal-Taixé, L., Cremers, D., Van Gool, L.J.[Luc J.],
Video Object Segmentation without Temporal Information,
PAMI(41), No. 6, June 2019, pp. 1515-1530.
IEEE DOI 1905
BibRef
Earlier: A2, A1, A4, A5, A6, A7, Only:
One-Shot Video Object Segmentation,
CVPR17(5320-5329)
IEEE DOI 1711
Semantic One-Shot Video Object Segmentation (OSVOSSS) Image segmentation, Semantics, Object segmentation, Task analysis, Motion segmentation, Computer architecture, Training, instance segmentation. Computational modeling, Shape. BibRef

León Alcázar, J.[Juan], Bravo, M.A.[María A.], Jeanneret, G.[Guillaume], Thabet, A.K.[Ali K.], Brox, T.[Thomas], Arbeláez, P.[Pablo], Ghanem, B.[Bernard],
MAIN: Multi-Attention Instance Network for video segmentation,
CVIU(210), 2021, pp. 103240.
Elsevier DOI 2109
Video object segmentation, Attention mechanism, Deep learning BibRef

Deng, J.J.[Jia-Jun], Pan, Y.[Yingwei], Yao, T.[Ting], Zhou, W.[Wengang], Li, H.Q.[Hou-Qiang], Mei, T.[Tao],
MINet: Meta-Learning Instance Identifiers for Video Object Detection,
IP(30), 2021, pp. 6879-6891.
IEEE DOI 2108
Object detection, Feature extraction, Detectors, Proposals, Optical imaging, Robustness, History, Video object detection, box association BibRef


Li, W.[Wenbo], Li, X.S.[Xue-Sheng], Xu, Q.[Qiwei], Li, C.[Chen],
From VIS To OVIS: A Technical Report to Promote the Development of the Field,
OVIS21(3856-3860)
IEEE DOI 2112
Occluded Video instance segmentation. Training, Deep learning, Computational modeling, Computer bugs, Writing BibRef

Lin, H., Qi, X., Jia, J.,
AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation,
ICCV19(3948-3956)
IEEE DOI 2004
computational complexity, image segmentation, video signal processing, object instances, instance IoU loss, Training BibRef

Lyu, Y., Vosselman, G., Xia, G., Yang, M.Y.,
LIP: Learning Instance Propagation for Video Object Segmentation,
MCMV19(2739-2748)
IEEE DOI 2004
convolutional neural nets, image segmentation, learning (artificial intelligence), object detection, memory module BibRef

Feng, Q., Yang, Z., Li, P., Wei, Y., Yang, Y.,
Dual Embedding Learning for Video Instance Segmentation,
YouTube-VOS19(717-720)
IEEE DOI 2004
embedded systems, image segmentation, learning (artificial intelligence), neural nets, instance embedding learning BibRef

Dong, M., Wang, J., Huang, Y., Yu, D., Su, K., Zhou, K., Shao, J., Wen, S., Wang, C.,
Temporal Feature Augmented Network for Video Instance Segmentation,
YouTube-VOS19(721-724)
IEEE DOI 2004
convolutional neural nets, feature extraction, image motion analysis, image segmentation, object detection, Deep Learning BibRef

Liu, X., Ren, H., Ye, T.,
Spatio-Temporal Attention Network for Video Instance Segmentation,
YouTube-VOS19(725-727)
IEEE DOI 2004
convolutional neural nets, image segmentation, object detection, video signal processing, Youtube VIS test dataset, spatio temporal BibRef

Luiten, J.[Jonathon], Torr, P.H.S.[Philip H.S.], Leibe, B.[Bastian],
Video Instance Segmentation 2019: A Winning Approach for Combined Detection, Segmentation, Classification and Tracking.,
YouTube-VOS19(709-712)
IEEE DOI 2004
image classification, image segmentation, learning (artificial intelligence), neural nets, object tracking, Classification BibRef

Wang, Q.[Qiang], He, Y.[Yi], Yang, X.Y.[Xiao-Yun], Yang, Z.[Zhao], Torr, P.H.S.[Philip H.S.],
An Empirical Study of Detection-Based Video Instance Segmentation,
YouTube-VOS19(713-716)
IEEE DOI 2004
image segmentation, object detection, object tracking, video signal processing, siamese tracker BibRef

Hu, Y.T.[Yuan-Ting], Chen, H.S.[Hong-Shuo], Hui, K.[Kexin], Huang, J.B.[Jia-Bin], Schwing, A.G.[Alexander G.],
SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation: A Synthetic Dataset and Baselines,
CVPR19(3100-3110).
IEEE DOI 2002
BibRef

Bansal, V.[Vaibhav], James, S.[Stuart], del Bue, A.[Alessio],
re-OBJ: Jointly Learning the Foreground and Background for Object Instance Re-identification,
CIAP19(II:402-413).
Springer DOI 1909
BibRef

Le, T., Sugimoto, A.,
Semantic Instance Meets Salient Object: Study on Video Semantic Salient Instance Segmentation,
WACV19(1779-1788)
IEEE DOI 1904
image segmentation, image sequences, mobile robots, object detection, robot vision, video signal processing, Dogs BibRef

Li, S., Seybold, B., Vorobyov, A., Fathi, A., Huang, Q., Kuo, C.C.J.,
Instance Embedding Transfer to Unsupervised Video Object Segmentation,
CVPR18(6526-6535)
IEEE DOI 1812
Image segmentation, Object segmentation, Motion segmentation, Optical imaging, Semantics, Task analysis, Neural networks BibRef

Chapter on Motion Analysis -- Low-Level, Image Level Analysis, Mosaic Generation, Super Resolution, Shape from Motion continues in
Spatio-Temporal Motion Segmentation, Flow Based Segmentation .


Last update:Jan 20, 2022 at 13:32:42