/awesome-camouflaged-object-detection

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

Camouflaged/Concealed Object Detection

A curated list of awesome resources for camouflaged/concealed object detection (COD). We will keep updating it.

❗Updated 2022-03-06.

Content:

Paper List

Year Pub. Title Author Links
2021 arXiv Towards Accurate Camouflaged Object Detection with Mixture Convolution and Interactive Fusion Bo Dong, et al. Paper/Code
2021 arXiv Boundary-Aware Segmentation Network for Mobile and Web Applications Xuebin Qin, et al. Paper/Code
2021 arXiv Transformer transforms salient object detection and camouflaged object detection Yuxin Mao, Jing Zhang, et al. Paper/Code
2022 CVPR Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection Youwei Pang, Lihe Zhang, et al. Paper/Code
2022 CVPR Implicit Motion Handling for Video Camouflaged Object Detection MoCA-Mask Xuelian Cheng, Deng-Ping Fan, et al. Paper/Code
2022 AAAI I can find you! Boundary-guided Separated Attention Network for Camouflaged Object Detection Hongwei Zhu, Mingqiang Wei, et al. Paper/Code
2021 PAMI Concealed Object Detection COD10K Deng-Ping Fan, Ge-Peng Ji, et al. Paper/Code
2021 ICCV Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection Fan Yang, Qiang Zhai, et al. Paper/Code
2021 CVPR Uncertainty-aware Joint Salient Object and Camouflaged Object Detection Aixuan Li, Jing Zhang, et al. Paper/Code
2021 CVPR Simultaneously Localize, Segment and Rank the Camouflaged Objects NC4K Yunqiu Lv, Jing Zhang, et al. Paper/Code
2021 CVPR Mutual Graph Learning for Camouflaged Object Detection Qiang Zhai, Xin Li, et al. Paper/Code
2021 CVPR Camouflaged Object Segmentation with Distraction Mining H. Mei, Ge-Peng Ji, et al. Paper/Code
2021 AAAI Inferring Camouflaged Objects by Texture-Aware Interactive Guidance Network Jinchao Zhu, et al. Paper/Code
2021 IJCAI Context-aware Cross-level Fusion Network for Camouflaged Object Detection Yujia Sun, Geng Chen, et al. Paper/Code
2021 Access MirrorNet: Bio-Inspired Camouflaged Object Segmentation Trung-Nghia Le, et al. Paper/Proj
2020 CVPR Camouflaged Object Detection COD10K Deng-Ping Fan, et al. Paper/Code
2020 AAAI Deep Camouflage Images Qing Zhang, Wei-Shi Zheng, et al. Paper/Code
2019 CVIU Anabranch network for camouflaged object segmentation CAMO Trung-Nghia Le, et al. Paper/Code
2019 SPL Detection of People With Camouflage Pattern Via Dense Deconvolution Network CPD1K Yunfei Zheng, et al. Paper/Code
2018 TIP A Fusion Framework for Camouflaged Moving Foreground Detection in the Wavelet Domain Shuai Li, et al. Paper/Code
2016 IJCV Partially Camouflaged Object Tracking using Modified Probabilistic Neural Network and Fuzzy Energy based Active Contour  A. Mondal, Susmita Ghosh, Ashish Ghosh  Paper/Code

Camouflaged Instance Segmentation

Year Pub. Title Author Links
2022 TIP Camouflaged Instance Segmentation In-The-Wild: Dataset, Method, and Benchmark Suite Trung-Nghia Le, et al. Paper/Proj
2021 AAAI CamouFinder: Finding Camouflaged Instances in Images Trung-Nghia Le, et al. Paper/Video

Dataset

Name Year Pub. Intro
NC4K 2021 CVPR Paper
COD10K 2020 CVPR Paper
CAMO 2019 CVIU Paper
CPD1K 2019 SPL Paper
CHAMELEON 2017 UnPub

Appendix