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

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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

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

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

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