CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection

CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection

1 April 2025

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Papers citing "CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection"

19 / 19 papers shown

Title
Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models Lucas Choi Ross Greer VLM 129 0 0 14 May 2025
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Ankang Lu Lanyun Zhu Chaotao Ding Chunan Yu Deyi Ji Ziyue Li Lingyun Sun Papa Mao Ying Zang VLM MedIm 98 23 0 08 Aug 2024
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2 Lv Tang Bo Li VLM 67 7 0 31 Jul 2024
Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection Lv Tang Haoke Xiao Bo Li 68 114 0 10 Apr 2023
Boundary-Guided Camouflaged Object Detection Yujia Sun Shuo Wang Chenglizhao Chen Tian-Zhu Xiang 85 165 0 02 Jul 2022
Video Polyp Segmentation: A Deep Learning Perspective Ge-Peng Ji Guobao Xiao Yu-Cheng Chou Deng-Ping Fan Kai Zhao Geng Chen Luc Van Gool 101 107 0 27 Mar 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
PVT v2: Improved Baselines with Pyramid Vision Transformer Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 122 1,682 0 25 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
Concealed Object Detection Deng-Ping Fan Ge-Peng Ji Ming-Ming Cheng Ling Shao 83 429 0 20 Feb 2021
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation Hala Lamdouar Charig Yang Weidi Xie Andrew Zisserman 61 81 0 23 Nov 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 568 42,677 0 03 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 59 108 0 12 Aug 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 1,378 0 02 Aug 2017
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 178 5,049 0 27 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