Awesome Co-Saliency Detection

A curated collection of co-saliency detection, including co-salient object detection, which will be kept updated.

❗ [08/2023] Update AAAI2023 & CVPR2023 & Journal for CoSOD.

Content

• Co-salient Object Detection
• RGB-D Co-salient Object Detection

Co-salient Object Detection

Preprints

Year	Pub.	Title	Links
03	arXiv	Towards Open-World Co-Salient Object Detection with Generative Uncertainty-aware Group Selective Exchange-Masking Yang Wu, Shenglong Hu, Huihui Song, Kaihua Zhang, Bo Liu, Dong Liu	Paper/Code
02	arXiv	Free Lunch for Co-Saliency Detection: Context Adjustment Lingdong Kong, et al.	Paper/Data
01	arXiv	CoSformer: Detecting Co-Salient Object with Transformers Lv Tang	Paper/Code

2023

Year	Pub.	Title	Links
2023	ACM MM	Co-Salient Object Detection with Semantic-Level Consensus Extraction and Dispersion Peiran Xu, Yadong Mu	Paper/Code
2023	CVPR	Co-Salient Object Detection with Uncertainty-aware Group Exchange-Masking Yang Wu, Huihui Song, Bo Liu, Kaihua Zhang, Dong Liu	Paper/Code
2023	CVPR	Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection Long Li, Junwei Han, Ni Zhang, Nian Liu, Salman Khan, Hisham Cholakkal, Rao Anwer, Fahad Khan	Paper/Code
2023	AAAI	Memory-aided Contrastive Consensus Learning for Co-salient Object Detection Peng Zheng, Jie Qin, Shuo Wang, Tian-Zhu Xiang, Huan Xiong	Paper/Code
2023	TNNLS	Collaborative Camouflaged Object Detection: A Large-Scale Dataset and Benchmark Cong Zhang, Hongbo Bi, Tian-Zhu Xiang, Ranwan Wu, Jinghui Tong, Xiufang Wang	Paper/Code
2023	TMM	Adaptive Group-Wise Consistency Network for Co-Saliency Detection Zhen Bai; Zhi Liu; Gongyang Li; Yang Wang	Paper/Code
2023	TMM	Co-Saliency Detection Guided by Group Weakly Supervised Learning Xiaoliang Qian; Yinfeng Zeng; Wei Wang; Qiuwen Zhang	Paper/Code
2023	TCYB	Global-and-Local Collaborative Learning for Co-Salient Object Detection Runmin Cong; Ning Yang; Chongyi Li; Huazhu Fu; Yao Zhao; Qingming Huang; Sam Kwong	Paper/Code/ Proj
2023	PAMI	GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector Peng Zheng, Deng-Ping Fan, et al.	Paper/Code
2023	PAMI	Co-Salient Object Detection with Co-Representation Purification Ziyue Zhu, Zhao Zhang, Zheng Lin, Xing Sun, Ming-Ming Cheng	Paper/Code
2023	TMM	A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Yukun Su, et al.	Paper/Code

2022

Year	Pub.	Title	Links
04	TCSVT	TCNet: Co-Salient Object Detection via Parallel Interaction of Transformers and CNNs Yanliang Ge, Qiao Zhang, Tian-Zhu Xiang, Cong Zhang, Hongbo Bi	Paper/Code
03	TCYB	Global-and-local collaborative learning for co-Salient object detection Runmin Cong, et al.	Paper/Code/ Proj
02	CVPR	Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection Siyue Yu, et al.	Paper/Code
01	CVPR	Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object Detection Ruijun Gao, et al.	Paper/Code

2021

Year	Pub.	Title	Links
08	PAMI	Re-thinking Co-Salient Object Detection CoSOD3K extension Deng-Ping Fan, et al.	Paper/Proj
07	ICCV	Summarize and Search: Learning Consensus-Aware Dynamic Convolution for Co-Saliency Detection Ni Zhang, et al.	Paper/Code
06	CVPR	DeepACG: Co-Saliency Detection via Semantic-Aware Contrast Gromov-Wasserstein Distance Kaihua Zhang, et al.	Paper/Code
05	CVPR	Group Collaborative Learning for Co-Salient Object Detection Qi Fan, Deng-Ping Fan, et al.	Paper/Code
04	AAAI	Multi-scale Graph Fusion for Co-saliency Detection Rongyao Hu, et al.	Paper/Code
03	TIP	CycleSegNet: Object Co-segmentation with Cycle Refinement and Region Correspondence Chi Zhang, et al.	Paper/Code
02	TMM	Image Co-saliency Detection and Instance Co-segmentation using Attention Graph Clustering based Graph Convolutional Network Tengpeng Li, et al.	Paper/Code
01	TCSVT	Co-Saliency Detection With Co-Attention Fully Convolutional Network Guangshuai Gao, et al.	Paper/Code

2020

Year	Pub.	Title	Links
10	NeurIPS	ICNet: Intra-saliency Correlation Network for Co-Saliency Detection Ming-Ming Cheng, et al.	Paper/Code
09	NeurIPS	CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection Runmin Cong, et al.	Paper/Code
08	ECCV	Gradient-Induced Co-Saliency Detection CoCA Zhao Zhang, Ming-Ming Chen, et al.	Paper/Code Proj
07	CVPR	Taking a Deeper Look at Co-Salient Object Detection CoSOD3K Deng-Ping Fan, et al.	Paper/Proj
06	CVPR	Adaptive Graph Convolutional Network With Attention Graph Clustering for Co-Saliency Detection Kaihua Zhang, Qingshan Liu, et al.	Paper/Code
05	AAAI	Deep Object Co-Segmentation via Spatial-Semantic Network Modulation Kaihua Zhang, et al.	Paper/Code
04	PAMI	Zero-Shot Video Object Segmentation with Co-Attention Siamese Networks Xiankai Lu, et al.	Paper/Code
03	TNN	Robust Deep Co-Saliency Detection With Group Semantic and Pyramid Attention Zheng-Jun Zhang, et al.	Paper/Code
02	TMM	Deep Co-Saliency Detection via Stacked Autoencoder-Enabled Fusion and Self-Trained CNNs Chung-Chi Tsai, et al.	Paper/Code
01	TMM	A New Method and Benchmark for Detecting Co-Saliency Within a Single Image Hongkai You, et al.	Paper/Code

2019

Year	Pub.	Title	Links
11	MM	A Unified Multiple Graph Learning and Convolutional Network Model for Co-saliency Estimation Bo Jiang, et al.	Paper/Code
10	MM	Co-saliency Detection Based on Hierarchical Consistency Bo Li, et al.	Paper/Code
09	ICCV	Group-Wise Deep Object Co-Segmentation With Co-Attention Recurrent Neural Network Bo Li, et al.	Paper/Code
08	CVPR	Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing Kaihua Zhang, Qingshan Liu, et al.	Paper/Code
07	CVPR	DeepCO3: Deep Instance Co-Segmentation by Co-Peak Search and Co-Saliency Detection Kuang-Jui Hsu, et al.	Paper/Code
06	AAAI	Robust Deep Co-Saliency Detection with Group Semantic Chong Wang, et al.	Paper/Code
05	TIP	Class Agnostic Image Common Object Detection Shuqiang Jiang, et al.	Paper/Code
04	TIP	Deep Group-Wise Fully Convolutional Network for Co-Saliency Detection With Graph Propagation Lina Wei, et al.	Paper/Code
03	TIP	Image Co-Saliency Detection and Co-Segmentation via Progressive Joint Optimization Chung-Chi Tsai, et al.	Paper/Code
02	TIP	Salient Object Detection With Lossless Feature Reflection and Weighted Structural Loss P. Zhang, et al.	Paper/Code
01	TCYB	An Iterative Co-Saliency Framework for RGBD Images Runmin Cong, Jianjun Lei, Huazhu Fu, et al.	Paper/Code

Before

Year	Pub.	Title	Links
2018	TIP	Co-Saliency Detection for RGBD Images Based on Multi-Constraint Feature Matching and Cross Label Propagation Ruiming Cong, et al.	Paper/Proj
2018	TIP	Co-Salient Object Detection Based on Deep Saliency Networks and Seed Propagation Over an Integrated Graph Dong-ju Jeong, Insung Hwang, Nam Ik Cho	Paper/Code
2018	TIP	Robust Object Co-Segmentation Using Background Prior *Junwei Han, et al.	Paper/Code
2018	TMM	HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images Runmin Cong, Jianjun Lei, Huazhu Fu, et al.	Paper/Code
2018	MM	A Feature-Adaptive Semi-Supervised Framework for Co-saliency Detection X. Zheng, et al.	Paper/Code
2018	ECCV	Unsupervised CNN-based Co-Saliency Detection with Graphical Optimization Kuang-Jui Hsu, et al.	Paper/Code
2018	AAAI	Co-Saliency Detection Within a Single Image Hongkai Yu, et al.	Paper/Code
2017	PAMI	Co-Saliency Detection via a Self-Paced Multiple-Instance Learning Framework Dingwen Zhang， Deyu Meng， Junwei Han	Paper/Code
2017	AAAI	Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity Zhiqiang Tao, et al.	Paper/Code
2016	IJCV	Detection of Co-salient Objects by Looking Deep and Wide Cosal2015 Dingwen Zhang, Junwei Han, Chao Li, Jingdong Wang, Xuelong Li	Paper/Data
2016	ECCV	Image Co-segmentation Using Maximum Common Subgraph Matching and Region Co-growing   Avik Hati, Subhasis Chaudhuri, Rajbabu Velmurugan	Paper/Code
2010	CVPR	iCoseg: Interactive Co-segmentation with Intelligent Scribble Guidance iCoseg Dhruv Batra, Jiebo Luo, et al.	Paper/Data
2007	CVPR	Learning to Detect A Salient Object MSRA Tie Liu, Jian Sun, et al.	Paper/Code

RGB-D Co-salient Object Detection

Year	Pub.	Title	Links
2022	TIP	Learning Implicit Class Knowledge for RGB-D Co-Salient Object Detection With Transformers Ni Zhang, Junwei Han, Nian Liu	Paper/Code