Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2

31 July 2024

Papers citing "Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2"

8 / 8 papers shown

Title
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object Segmentation Wenqi Guo Shan Du VLM 62 0 0 10 Apr 2025
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 27 4 0 27 Sep 2024
SAM 2: Segment Anything in Images and Videos Nikhila Ravi Valentin Gabeur Yuan-Ting Hu Ronghang Hu Chaitanya K. Ryali ... Nicolas Carion Chao-Yuan Wu Ross B. Girshick Piotr Dollár Christoph Feichtenhofer VLM MLLM 52 725 0 01 Aug 2024
Deep Gradient Learning for Efficient Camouflaged Object Detection Ge-Peng Ji Deng-Ping Fan Yu-Cheng Chou Dengxin Dai Alexander Liniger Luc Van Gool 92 138 0 25 May 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 392 4,154 0 28 Jan 2022
Visual Saliency Transformer Nian Liu Ni Zhang Kaiyuan Wan Ling Shao Junwei Han ViT 253 352 0 25 Apr 2021
Camouflaged Object Segmentation with Distraction Mining Haiyang Mei Ge-Peng Ji Ziqi Wei Xin Yang Xiaopeng Wei Deng-Ping Fan 124 313 0 21 Apr 2021
Salient Object Detection via Integrity Learning Mingchen Zhuge Deng-Ping Fan Nian Liu Dingwen Zhang Dong Xu Ling Shao AAML 60 296 0 19 Jan 2021