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.
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |