Camouflaged Object Detection Collection

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“[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation”

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“Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts”

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“[VINT 2026] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation”

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“A curated list of awesome resources for camouflaged/concealed object detection (COD).”

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“ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection (TPAMI 2024)”

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“PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection”

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“Concealed Object Detection (SINet-V2, IEEE TPAMI 2022). Code is implemented by PyTorch/Jittor frameworks.”

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“(ECCV 2024) Open-Vocabulary Camouflaged Object Segmentation”

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“Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection, CVPR 2022”

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“Official Code for 'Referring Camouflaged Object Detection (指向性伪装物体检测) ' (TPAMI 2025)”

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“Deep Gradient Network for Camouflaged Object Detection (MIR 2023). Our codebase supports PyTorch & Jittor & Huawei-Ascend platforms..”

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“[AAAI 2023] Code for "Weakly-Supervised Camouflaged Object Detection with Scribble Annotations"”

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“Camouflaged Object Detection”

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“A benchmark for Salient Object Detection (SOD).”

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“[ICCV'2025] LawDIS: Language-Window-based Controllable Dichotomous Image Segmentation”