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Video Panoptic Segmentation (VPS) aims to achieve comprehensive pixel-level scene understanding by segmenting all pixels and associating objects in a video.
The hungarian method for the assignment problem
Harold W Kuhn · 1955
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
The cityscapes dataset for semantic urban scene understanding
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Earlier work this paper cites.
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Encoder-decoder with atrous separable convolution for semantic image segmentation
Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, and Hartwig Adam · 2018
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Panoptic-DeepLab
Bowen Cheng, Maxwell D Collins, Yukun Zhu, Ting Liu, Thomas S Huang, Hartwig Adam, and Liang-Chieh Chen · 2019
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Accel: A corrective fusion network for efficient semantic segmentation on video
Samvit Jain, Xin Wang, and Joseph E Gonzalez · 2019
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Panoptic feature pyramid networks
Alexander Kirillov, Ross Girshick, Kaiming He, and Piotr Dollár · 2019
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Panoptic segmentation
Alexander Kirillov, Kaiming He, Ross Girshick, Carsten Rother, and Piotr Dollár · 2019
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Attention-guided unified network for panoptic segmentation
Yanwei Li, Xinze Chen, Zheng Zhu, Lingxi Xie, Guan Huang, Dalong Du, and Xingang Wang · 2019
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Mots: Multi-object tracking and segmentation
Paul Voigtlaender, Michael Krause, Aljosa Osep, Jonathon Luiten, Berin Balachandar Gnana Sekar, Andreas Geiger, and Bastian Leibe · 2019
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Upsnet: A unified panoptic segmentation network
Yuwen Xiong, Renjie Liao, Hengshuang Zhao, Rui Hu, Min Bai, and Raquel Urtasun Ersin Yumer · 2019
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UPSNet: A unified panoptic segmentation network
Yuwen Xiong, Renjie Liao, Hengshuang Zhao, Rui Hu, Min Bai, Ersin Yumer, and Raquel Urtasun · 2019
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Video Instance Segmentation
Linjie Yang, Yuchen Fan, and Ning Xu · 2019
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DeeperLab: Single-shot image parser
Tien-Ju Yang, Maxwell D Collins, Yukun Zhu, Jyh-Jing Hwang, Ting Liu, Xiao Zhang, Vivienne Sze, George Papandreou, and Liang-Chieh Chen · 2019
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Improving semantic segmentation via video propagation and label relaxation
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Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
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U3D-MOLTS: Unified 3D Monocular Object Localization, Tracking and Segmentation
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Memot: Multi-object tracking with memory
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A generalized framework for video instance segmentation
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Vita: Video instance segmentation via object token association
Miran Heo, Sukjun Hwang, Seoung Wug Oh, Joon-Young Lee, and Seon Joo Kim · 2022
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Panoptic-DeepLab: A simple, strong, and fast baseline for bottom-up panoptic segmentation
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Video panoptic segmentation
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Conditional convolutions for instance segmentation
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Axial-deeplab: Stand-alone axial-attention for panoptic segmentation
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Efficient video instance segmentation via tracklet query and proposal
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Cmt-deeplab: Clustering mask transformers for panoptic segmentation
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k-means Mask Transformer
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Tracking objects as pixel-wise distributions
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Slot-vps: Object-centric representation learning for video panoptic segmentation
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Universal instance perception as object discovery and retrieval
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