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awesome-camouflaged-object-detection

A curated list of awesome resources for camouflaged/concealed object detection (COD).
https://github.com/visionxiang/awesome-camouflaged-object-detection

Last synced: 2 days ago
JSON representation

COD
- 2023
 - Paper
 - Paper
 - Paper
 - Static Badge
 - Paper
 - Static Badge - Zhu Xiang, Ranwan Wu, Jinghui Tong, Xiufang Wang* | [Paper](https://arxiv.org/abs/2310.04253)\|[Code](https://github.com/zc199823/BBNet--CoCOD)
 - Static Badge - Ping Fan* | [Paper](https://arxiv.org/abs/2205.11333)/[Code](https://github.com/JingZhang617/COD-Rank-Localize-and-Segment)
 - Paper
 - Paper
 - Paper - Object-Counting)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper - Visual-Prompt)
 - Paper - Supervised-Camouflaged-Object-Detection-with-Scribble-Annotations)
 - Paper
 - Paper - Chen/diffCOD)
 - Paper - Xing/TinyCOD)
 - Paper
 - Paper
 - Paper
 - Paper
 - CoCOD8K - -CoCOD)
 - Paper - Net)
 - Paper
 - Paper
 - Paper - yx/UEDG)
 - Paper
 - Paper
 - Paper - Pu/PUENet)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper - COD)
 - Paper - Xing/SARNet)
 - Paper - Rank-Localize-and-Segment)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Offl. - chen/SAM-Adapter-PyTorch)
 - Paper
 - Paper
 - Paper - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper - wang/DaCOD)
 - Paper
 - Paper
 - Static Badge - Ping Fan, Luc Van Gool* | [Paper](https://arxiv.org/abs/2304.11677)\|[Code](https://github.com/GuoleiSun/Indiscernible-Object-Counting)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
- Before 2020
 - Paper
 - Paper
 - Static Badge - Nghia Le, Tam V. Nguyen, Zhongliang Nie, Minh-Triet Tran, Akihiro Sugimoto* | [Paper](http://www.dgcv.nii.ac.jp/Publications/Papers/2019/cviu2019.pdf)\|[Code](https://sites.google.com/view/ltnghia/research/camo)
 - Static Badge - people-detection)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Static Badge - Ping Fan, Ge-Peng Ji, Guolei Sun, Ming-Ming Cheng, Jianbing Shen, Ling Shao* | [Paper](https://openaccess.thecvf.com/content_CVPR_2020/papers/Fan_Camouflaged_Object_Detection_CVPR_2020_paper.pdf)\|[Code](https://github.com/DengPingFan/SINet) |
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
- 2024
 - Paper
 - Paper - xh/PRNet)
 - Paper
 - Paper
 - Static Badge - Aware_Concealed_Crop_Detection_in_Dense_Agricultural_Scenes_CVPR_2024_paper.html)/[Code](https://github.com/Kki2Eve/RISNet)
 - Paper
 - Paper
 - Paper
 - Static Badge - yx/ACUMEN)
 - Paper
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Static Badge - Aware_Concealed_Crop_Detection_in_Dense_Agricultural_Scenes_CVPR_2024_paper.html)\|[Code](https://github.com/Kki2Eve/RISNet)
 - Paper
 - Offl.
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper - uestc/FocusDiffuser)
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper - SIM)
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Static Badge - Danh Nguyen, Anh-Khoa Nguyen Vu, Nhat-Duy Nguyen, Vinh-Tiep Nguyen, Thanh Duc Ngo, et al.* | [Paper](https://ieeexplore.ieee.org/document/10608133)\|[Code](https://github.com/danhntd/FS-CDIS)
 - Offl. - NKU/CamoFormer)
 - Paper
 - Paper
 - Paper - Zhao-DLUT/Spider-UniCDSeg)
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Paper - Zhao-DLUT/GateNet-RGB-Saliency)\| [Res.](https://github.com/Xiaoqi-Zhao-DLUT/Awesome-Unified-Context-dependent-Concept-Segmentation)
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper
 - Paper
 - Paper
 - Offl. - Not-Perfect)
 - Paper
 - Paper - kk/SAE)
- 2021
 - Static Badge - Rank-Localize-and-Segment) |
 - Paper
 - Paper
 - Paper - Rank-Localize-and-Segment) |
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper - KangWang/COD-D2Net)
 - Paper
- Preprint
 - Paper
 - Paper
 - Paper
 - Paper - NKU/CamoFormer)
 - Paper
 - Paper
 - Paper
 - Paper
- Review
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper - concealed-object-segmentation)
 - Static Badge - Ping Fan, Ge-Peng Ji, Peng Xu, Ming-Ming Cheng, Christos Sakaridis, Luc Van Gool* | [Paper](https://link.springer.com/article/10.1007/s44267-023-00019-6#article-info)\|[Proj](https://github.com/DengPingFan/CSU)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
- 2022
 - Paper
 - Paper
 - Paper - dimt/SegMaR)
 - Paper - of-Detecting-Camouflaged-Object-in-Frequency-Domain)
 - Paper
 - Paper - Net) |
 - Paper - Liu/OCENet)
 - Paper
 - Paper - V2) |
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper - TSCVT)
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
 - Paper
- 2025
 - Static Badge - Ping Fan* | [Paper](https://arxiv.org/abs/2410.17598)\|[Code](https://github.com/yjybuaa/PlantCamo)
 - Paper
 - Paper
 - Paper
VCOD
- Before 2020
 - Paper
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Static Badge - Ping Fan, et al.* | [Paper](https://dengpingfan.github.io/papers/[2022][CVPR]VCOD_MoCA-Mask.pdf)\|[Code](https://github.com/XuelianCheng/SLT-Net)
 - Static Badge
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - SAM)
 - Paper - PM)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Paper
 - Paper - Net)
 - Offl. - Dynamic-Interpretability/)\|[Proj](https://yorkucvil.github.io/Static-Dynamic-Interpretability/)
 - Paper - Meunier-Inria/EM-Flow-Segmentation)
 - Paper
 - Paper
 - MoCA
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Offl.
 - Paper
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Static Badge - sets/uow-camo?authuser=0) |
 - Paper
 - Offl.
 - Paper
 - Static Badge - Miller* | [Paper](https://link.springer.com/chapter/10.1007/978-3-319-46484-8_26)\|[Code](http://vis-www.cs.umass.edu/motionSegmentation/)
 - Offl.
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Offl.
 - Paper
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper
 - Offl.
 - Paper
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper
 - Offl.
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper
 - Offl.
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper - www.cs.umass.edu/motionSegmentation/)
 - Paper
 - Offl.
 - Paper
 - Offl.
 - Paper
 - Offl.
 - Paper
CIS
- Before 2020
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper
 - Paper
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper
 - Static Badge - Nghia Le, Yubo Cao, Tan-Cong Nguyen, et al.* | [Paper](https://arxiv.org/abs/2103.17123)\|[Proj](https://sites.google.com/view/ltnghia/research/camo_plus_plus)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
 - Paper - u/MSPNet-main)
OVCOS
- Before 2020
Datasets
- Before 2020
 - COD10K
 - CAMO++
 - COD10K
 - CAMO
 - CHAMELEON - database-animal-camouflage-analysis/) | Image | 76 | &cross; | &check; | &cross; |
 - MoCA - -141 clips, 37K images-->
 - CamouflagedAnimals - www.cs.umass.edu/motionSegmentation/) | Video | 181 | &cross; | &check; | &check; | 
 - NC4K
 - COD10K
 - CPD1K
 - MoCA-Mask - -87 clips, 22,939 images-->
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
 - COD10K
Preprint
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper - Chen/AGLNet)
- Paper
- Paper - LEI360725/ZSCOS-CaMF)
Zero-Shot COD
- Before 2020
  - Paper
  - Paper
Other Related
- Before 2020
  - Paper
  - Paper
  - Paper
  - Paper
  - Paper - Net)
  - Paper - RED)
Appendix
- Before 2020
  - Awesome List for Camouflaged Object Detection
WSCOD
- Before 2020
  - Paper - Supervised-Camouflaged-Object-Detection-with-Scribble-Annotations)
  - Paper - SAM)
  - Static Badge - Supervised-Camouflaged-Object-Detection-with-Scribble-Annotations)
  - Paper
  - Paper
  - Paper
  - Static Badge
RefCOD
- Before 2020
 - Paper
 - Static Badge - Ping Fan, Ming-Ming Cheng* | [Paper](https://arxiv.org/abs/2306.07532)\|[Code]([https://github.com/ChunmingHe/WS-SAM](https://github.com/zhangxuying1004/RefCOD))
 - Paper
Highlight
- ![Static Badge
- ![Static Badge
Content:
- Preprint
  - Paper
RGBP COS
- Before 2020
  - Static Badge
  - Static Badge - COD)

Programming Languages

HTML 1 Matlab 1 Python 1

Ecosyste.ms: Awesome

awesome-camouflaged-object-detection

COD

2023

Before 2020

2024

2021

Preprint

Review

2022

2025

VCOD

Before 2020

CIS

Before 2020

OVCOS

Before 2020

Datasets

Before 2020

Preprint

Zero-Shot COD

Before 2020

Other Related

Before 2020

Appendix

Before 2020

WSCOD

Before 2020

RefCOD

Before 2020

Highlight

Content:

Preprint

RGBP COS

Before 2020