SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal Attention

9 June 2024

Muhammad Nawfal Meeran

Gokul Adethya T

Papers citing "SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal Attention"

32 / 32 papers shown

Title
When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation Yuli Zhou Guolei Sun Yawei Li Guo-Sen Xie Luca Benini Ender Konukoglu 151 5 0 27 Sep 2024
CTVIS: Consistent Training for Online Video Instance Segmentation Kaining Ying Qing Zhong Wei Mao Zhenhua Wang Hao Chen Lin Yuanbo Wu Yifan Liu Chengxiang Fan Yunzhi Zhuge Chunhua Shen 117 40 0 24 Jul 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 432 4,663 0 30 Jan 2023
Breaking the "Object" in Video Object Segmentation P. Tokmakov Jie Li Adrien Gaidon VOS 74 40 0 12 Dec 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 63 50 0 16 Jul 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 425 6,921 0 13 Apr 2022
Implicit Motion Handling for Video Camouflaged Object Detection Xuelian Cheng Huan Xiong Deng-Ping Fan Yiran Zhong Mehrtash Harandi Tom Drummond Zongyuan Ge 71 72 0 14 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 557 4,421 0 28 Jan 2022
EM-driven unsupervised learning for efficient motion segmentation E. Meunier A. Badoual P. Bouthemy 100 40 0 06 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 485 7,837 0 11 Nov 2021
Associating Objects with Transformers for Video Object Segmentation Zongxin Yang Yunchao Wei Yi Yang 115 293 0 04 Jun 2021
Progressively Normalized Self-Attention Network for Video Polyp Segmentation Ge-Peng Ji Yu-Cheng Chou Deng-Ping Fan Geng Chen Huazhu Fu Debesh Jha Ling Shao ViT 69 140 0 18 May 2021
Self-supervised Video Object Segmentation by Motion Grouping Charig Yang Hala Lamdouar Erika Lu Andrew Zisserman Weidi Xie VOS OCL 88 162 0 15 Apr 2021
Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation Weiyao Wang Matt Feiszli Heng Wang Du Tran VOS 78 127 0 10 Apr 2021
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion Ho Kei Cheng Yu-Wing Tai Chi-Keung Tang VOS 83 202 0 14 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 420 5,005 0 24 Feb 2021
Concealed Object Detection Deng-Ping Fan Ge-Peng Ji Ming-Ming Cheng Ling Shao 83 430 0 20 Feb 2021
Occluded Video Instance Segmentation: A Benchmark Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge Belongie Alan Yuille Philip Torr S. Bai VOS VLM 94 140 0 02 Feb 2021
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation Hala Lamdouar Charig Yang Weidi Xie Andrew Zisserman 63 81 0 23 Nov 2020
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration Zongxin Yang Yunchao Wei Yi Yang VOS 122 165 0 13 Oct 2020
Video Object Segmentation with Episodic Graph Memory Networks Xinkai Lu Wenguan Wang Martin Danelljan Tianfei Zhou Jianbing Shen Luc Van Gool VOS 106 277 0 14 Jul 2020
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Deng-Ping Fan Ge-Peng Ji Tao Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao ODL 241 1,176 0 13 Jun 2020
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks Xiankai Lu Wenguan Wang Chao Ma Jianbing Shen Ling Shao Fatih Porikli VOS 88 464 0 19 Jan 2020
Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection Sara Beery Guanhang Wu V. Rathod Ronny Votel Jonathan Huang ObjD 109 116 0 07 Dec 2019
EGNet:Edge Guidance Network for Salient Object Detection Jiaxing Zhao Jiangjiang Liu Deng-Ping Fan Yang Cao Jufeng Yang Ming-Ming Cheng 117 913 0 22 Aug 2019
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels Pengxiang Yan Guanbin Li Yuan Xie Zhen Li Chuan Wang Tianshui Chen Liang Lin 66 108 0 12 Aug 2019
Noise-Aware Unsupervised Deep Lidar-Stereo Fusion Xuelian Cheng Yiran Zhong Yuchao Dai Pan Ji Hongdong Li 3DPC 3DV 79 66 0 08 Apr 2019
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 81 711 0 01 Apr 2019
Enhanced-alignment Measure for Binary Foreground Map Evaluation Deng-Ping Fan Cheng Gong Yang Cao Bo Ren Ming-Ming Cheng Ali Borji 109 1,230 0 26 May 2018
Structure-measure: A New Way to Evaluate Foreground Maps Deng-Ping Fan Ming-Ming Cheng Yun-Hai Liu Tao Li Ali Borji 150 1,380 0 02 Aug 2017
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 248 8,737 0 15 Jun 2016
It's Moving! A Probabilistic Model for Causal Motion Segmentation in Moving Camera Videos Pia Bideau Erik Learned-Miller 82 143 0 01 Apr 2016