Multi-grained Temporal Prototype Learning for Few-shot Video Object
Segmentation

Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation

20 September 2023

Salman Khan

Hisham Cholakkal

Rao Muhammad Anwer

Junwei Han

Fahad Shahbaz Khan

ArXiv (abs)PDF HTML Github (8★)

Papers citing "Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation"

18 / 18 papers shown

Title
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation Yuanwei Liu Nian Liu Xiwen Yao Junwei Han 60 63 0 13 Oct 2022
Self-Support Few-Shot Semantic Segmentation Qi Fan Wenjie Pei Yu-Wing Tai Chi-Keung Tang 92 146 0 23 Jul 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Stephen Lin Seung Wook Kim ViT 81 132 0 22 Jul 2022
Learning Quality-aware Dynamic Memory for Video Object Segmentation Yong Liu R. Yu Fei Yin Xinyuan Zhao Wei Zhao Weihao Xia Yujiu Yang VOS 61 49 0 16 Jul 2022
Recurrent Dynamic Embedding for Video Object Segmentation Mingxing Li Liucheng Hu Zhiwei Xiong Bang Zhang Pan Pan Dong Liu VOS 139 64 0 08 May 2022
Learning What Not to Segment: A New Perspective on Few-Shot Segmentation Chunbo Lang Gong Cheng Binfei Tu Junwei Han 96 206 0 15 Mar 2022
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 255 2,379 0 02 Dec 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 210 1,551 0 13 Jul 2021
Video Object Segmentation with Episodic Graph Memory Networks Xinkai Lu Wenguan Wang Martin Danelljan Tianfei Zhou Jianbing Shen Luc Van Gool VOS 99 277 0 14 Jul 2020
Feature Weighting and Boosting for Few-Shot Segmentation Khoi Duc Minh Nguyen S. Todorovic 110 331 0 28 Sep 2019
Video Instance Segmentation Linjie Yang Yuchen Fan N. Xu VOS ISeg 85 509 0 12 May 2019
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 81 710 0 01 Apr 2019
Learning Dynamic Memory Networks for Object Tracking Tianyu Yang Antoni B. Chan 76 284 0 20 Mar 2018
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng Yi-Hsuan Tsai Shengjin Wang Ming-Hsuan Yang VOS 74 416 0 20 Sep 2017
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 375 7,333 0 13 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 267 18,267 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 747 37,890 0 20 May 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,595 0 01 Sep 2014

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