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camouflaged object detection

46 papers

COD

Papers

Beyond Appearance: Camouflaged Object Detection via Geometric Structure CVPR 2026 Beyond Weak Supervision: MLLMs-Guided Graded Knowledge Distillation for Unsupervised Camouflaged Object Detection CVPR 2026 HyperCOD: The First Challenging Benchmark and Baseline for Hyperspectral Camouflaged Object Detection AAAI 2026 SDDF: Specificity-Driven Dynamic Focusing for Open-Vocabulary Camouflaged Object Detection CVPR 2026 Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection ICCV 2025 CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation WACV 2025 Enhancing Prompt Generation with Adaptive Refinement for Camouflaged Object Detection ICCV 2025 ESCNet:Edge-Semantic Collaborative Network for Camouflaged Object Detection ICCV 2025 HDPNet: Hourglass Vision Transformer with Dual-Path Feature Pyramid for Camouflaged Object Detection WACV 2025 Improving SAM for Camouflaged Object Detection via Dual Stream Adapters ICCV 2025 MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios AAAI 2025 Multi-modal Segment Anything Model for Camouflaged Scene Segmentation ICCV 2025 Rethinking Detecting Salient and Camouflaged Objects in Unconstrained Scenes ICCV 2025 Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos ICCV 2025 SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection IJCAI 2025 SdalsNet: Self-Distilled Attention Localization and Shift Network for Unsupervised Camouflaged Object Detection AAAI 2025 Shift the Lens: Environment-Aware Unsupervised Camouflaged Object Detection CVPR 2025 UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning CVPR 2025 CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models AAAI 2024 Endow SAM with Keen Eyes: Temporal-spatial Prompt Learning for Video Camouflaged Object Detection CVPR 2024 Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects AAAI 2024 Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects ICLR 2024 VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning CVPR 2024 Camouflaged Instance Segmentation via Explicit De-Camouflaging CVPR 2023 Camouflaged Object Detection With Feature Decomposition and Edge Reconstruction CVPR 2023