End-to-End Video Instance Segmentation With Transformers
Yuqing Wang, Zhaoliang Xu, Xinlong Wang, Chunhua Shen, Baoshan Cheng, Hao Shen, Huaxia Xia
2021年份
198顶会引用
摘要
speed among all existing VIS models, and achieves the best result among methods using single model on the YouTube-VIS dataset. For the first time, we demonstrate a much simpler and faster video instance segmentation framework built upon Transformers, achieving competitive accuracy. We hope that VisTR can motivate future research for more video understanding tasks.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了最后一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper198
- ViViT: A Video Vision TransformerAnurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun 等ICCV 2021 · 被引用 2,947 次
- Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNetLi Yuan, Yunpeng Chen, Tao Wang, Weihao Yu 等ICCV 2021 · 被引用 2,462 次
- CvT: Introducing Convolutions to Vision TransformersHaiping Wu, Bin Xiao, Noel Codella, Mengchen Liu 等ICCV 2021 · 被引用 2,397 次
- Multiscale Vision TransformersHaoqi Fan, Bo Xiong, Karttikeya Mangalam, Yanghao Li 等ICCV 2021 · 被引用 1,611 次
- Twins: Revisiting the Design of Spatial Attention in Vision TransformersXiangxiang Chu, Zhi Tian, Yuqing Wang, Bo Zhang 等NeurIPS 2021 · 被引用 1,388 次
它引用的顶会 Paper5
- SOLOv2: Dynamic and Fast Instance SegmentationXinlong Wang, Rufeng Zhang, Tao Kong, Lei Li 等NeurIPS 2020 · 被引用 1,193 次
- Video Instance SegmentationLinjie Yang, Yuchen Fan, Ning XuICCV 2019 · 被引用 615 次
- CenterMask: Single Shot Instance Segmentation With Point RepresentationYuqing Wang, Zhaoliang Xu, Hao Shen, Baoshan Cheng 等CVPR 2020
- Classifying, Segmenting, and Tracking Object Instances in Video with Mask PropagationGedas Bertasius, Lorenzo TorresaniCVPR 2020
- BlendMask: Top-Down Meets Bottom-Up for Instance SegmentationHao Chen, Kunyang Sun, Zhi Tian, Chunhua Shen 等CVPR 2020
相关 Paper
- Temporally Efficient Vision Transformer for Video Instance SegmentationShusheng Yang, Xinggang Wang, Yu Li, Yuxin Fang 等CVPR 2022 · 被引用 68 次
- Video Instance Segmentation using Inter-Frame Communication TransformersSukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo KimNeurIPS 2021 · 被引用 174 次
- VITA: Video Instance Segmentation via Object Token AssociationMiran Heo, Sukjun Hwang, Seoung Wug Oh, Joon-Young Lee 等NeurIPS 2022 · 被引用 146 次
- SyncVIS: Synchronized Video Instance SegmentationRongkun Zheng, Lu Qi, Xi Chen, Yi Wang 等NeurIPS 2024 · 被引用 8 次
- Efficient Video Instance Segmentation via Tracklet Query and ProposalJialian Wu, Sudhir Yarram, Hui Liang, Tian Lan 等CVPR 2022 · 被引用 33 次
