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In this work we present a novel solution for Video Instance Segmentation(VIS), that is automatically generating instance level segmentation masks along with object class and tracking them in a video.
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Jonathon Luiten, Philip Torr, and Bastian Leibe · 2019
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Video object segmentation using space-time memory networks
Seoung Wug Oh, Joon-Young Lee, Ning Xu, and Seon Joo Kim · 2019
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Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam, Bastian Leibe, and Liang-Chieh Chen · 2019
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Object-based spatial similarity for semi-supervised video object segmentation
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Video instance segmentation tracking with a modified vae architecture
Chung-Ching Lin, Ying Hung, Rogerio Feris, and Linglin He · 2020
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Cbnet: A novel composite backbone network architecture for object detection
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Solo: Segmenting objects by locations
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Deep affinity net: instance segmentation via affinity
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Mhp-vos: Multiple hypotheses propagation for video object segmentation
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Video instance segmentation
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Stem-seg: Spatio-temporal embeddings for instance segmentation in videos
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Classifying, segmenting, and tracking object instances in video with mask propagation
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Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang, and Ling Shao · 2020
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Zongxin Yang, Yuhang Ding, Yunchao Wei, and Yi Yang · 2020
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Collaborative video object segmentation by foreground-background integration
Zongxin Yang, Yunchao Wei, and Yi Yang · 2020
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Yuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, and Wenyu Liu · 2021
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Compfeat: Comprehensive feature aggregation for video instance segmentation
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