🔥 A curated list of awesome resources for salient object detection (SOD), focusing more on multi-modal SODs (e.g., RGB-D/RGB-T SOD).
❗Updated at 2024-06-19.
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2020 | CVM | RGB-D Salient Object Detection: A Survey Tao Zhou, Deng-Ping Fan, Ming-Ming Cheng, Jianbing Shen, Ling Shao |
Paper/Proj |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2023 | arXiv | All in One: RGB, RGB-D, and RGB-T Salient Object Detection Xingzhao Jia, Zhongqiu Zhao, Changlei Dongye, Zhao Zhang |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2024 | AppSci | Advancing in RGB-D Salient Object Detection: A Survey Ai Chen, Xin Li, Tianxiang He, Junlin Zhou, and Duanbing Chen |
Paper/Code |
| 2024 | IJCV | ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection Junhao Lin, Lei Zhu, Jiaxing Shen, Huazhu Fu, Qing Zhang & Liansheng Wang |
Paper/Code |
| 2024 | TNNLS | EM-Trans: Edge-Aware Multimodal Transformer for RGB-D Salient Object Detection Geng Chen; Qingyue Wang; Bo Dong; Ruitao Ma; Nian Liu; Huazhu Fu; Yong Xia |
Paper/Code |
| 2024 | PAMI | Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection Long Li, Junwei Han, Nian Liu, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan |
Paper/Code |
| 2024 | KBS | MAGNet: Multi-scale Awareness and Global fusion Network for RGB-D salient object detection Mingyu Zhong, Jing Sun, Peng Ren, Fasheng Wang, Fuming Sun |
Paper/Code |
| 2024 | TCSVT | Mutual Information Regularization for Weakly-Supervised RGB-D Salient Object Detection Aixuan Li; Yuxin Mao; Jing Zhang; Yuchao Dai |
Paper/Code |
| 2024 | TCSVT | Feature Calibrating and Fusing Network for RGB-D Salient Object Detection Qiang Zhang; Qi Qin; Yang Yang; Qiang Jiao; Jungong Han |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2023 | ACM MM | Object Segmentation by Mining Cross-Modal Semantics Wu, Zongwei and Wang, Jingjing and Zhou, Zhuyun and An, Zhaochong and Jiang, Qiuping and Demonceaux, C{'e}dric and Sun, Guolei and Timofte, Radu |
Paper/Code |
| 2023 | ICCV | Source-free depth for object pop-out Wu, Zongwei and Paudel, Danda Pani and Fan, Deng-Ping and Wang, Jingjing and Wang, Shuo and Demonceaux, Cédric and Timofte, Radu and Van Gool, Luc |
Paper/Code |
| 2023 | TIP | CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu |
Paper/Code |
| 2023 | TIP | HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness Wu, Zongwei and Allibert, Guillaume and Meriaudeau, Fabrice and Ma, Chao and Demonceaux, Cédric |
Paper/Code |
| 2023 | IJCV | Delving into Calibrated Depth for Accurate RGB-D Salient Object Detection Jingjing Li, Wei Ji, Miao Zhang, Yongri Piao, Huchuan Lu, Li Cheng |
Paper/Code |
| 2023 | PR | Cross-modal hierarchical interaction network for RGB-D salient object detection Hongbo Bi a, Ranwan Wu a, Ziqi Liu a, Huihui Zhu a, Cong Zhang a, Tian-Zhu Xiang |
Paper/Code |
| 2023 | TMM | CATNet: A Cascaded and Aggregated Transformer Network for RGB-D Salient Object Detection Fuming Sun; Peng Ren; Bowen Yin; Fasheng Wang; Haojie Li |
Paper/Code |
| 2023 | TMM | Transformer Fusion and Pixel-Level Contrastive Learning for RGB-D Salient Object Detection Jiesheng Wu; Fangwei Hao; Weiyun Liang; Jing Xu |
Paper/Code |
| 2023 | TMM | S3Net: Self-Supervised Self-Ensembling Network for Semi-Supervised RGB-D Salient Object Detection Lei Zhu; Xiaoqiang Wang; Ping Li; Xin Yang; Qing Zhang; Weiming Wang; Carola-Bibiane Schönlieb; C. L. Philip Chen |
Paper/Code |
| 2023 | Neurocom | Dual Swin-Transformer based Mutual Interactive Network for RGB-D Salient Object Detection Chao Zeng, Sam Kwong |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2022 | MM | Depth-inspired Label Mining for Unsupervised RGB-D Salient Object Detection Teng Yang, Yue Wang, Lu Zhang, Jinqing Qi, Huchuan Lu |
Paper/Code |
| 2022 | ECCV | MVSalNet: Multi-View Augmentation for RGB-D Salient Object Detection JiaYuan Zhou, Lijun Wang, Huchuan Lu, Kaining Huang, Xinchu Shi, Bocong Liu |
Paper/Code |
| 2022 | ECCV | SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection Minhyeok Lee, Chaewon Park, Suhwan Cho, Sangyoun Lee |
Paper/Code |
| 2022 | AAAI | Self-Supervised Pretraining for RGB-D Salient Object Detection Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Xiang Ruan |
Paper/Code |
| 2022 | ICLR | Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection Wei Ji, Jingjing Li, Qi Bi, Chuan Guo, Jie Liu, Li Cheng |
Paper/Code |
| --- | --- | --- | --- |
| 2022 | IJCV | Learnable Depth-Sensitive Attention for Deep RGB-D Saliency Detection with Multi-modal Fusion Architecture Search Peng Sun, Wenhu Zhang, Songyuan Li, Yilin Guo, Congli Song & Xi Li |
Paper/Code |
| 2022 | PAMI | Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection Nian Liu, Ni Zhang, Ling Shao, Junwei Han |
Paper/Code |
| 2022 | TMM | C2DFNet: Criss-Cross Dynamic Filter Network for RGB-D Salient Object Detection Miao Zhang, et al. |
Paper/Code |
| 2022 | TIP | Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB Images Xiaoqiang Wang, et al. |
Paper/Code |
| 2022 | TIP | Middle-level Fusion for Lightweight RGB-D Salient Object Detection N. Huang, Qiang Jiao, Qiang Zhang, Jungong Han |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2021 | NeurIPS | Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection Jingjing Li1, Wei Ji, Qi Bi, Cheng Yan, Miao Zhang, Yongri Piao, Huchuan Lu, Li Cheng |
Paper/Code |
| 2021 | ICCV | Visual Saliency Transformer Nian Liu, Junwei Han, et al. |
Paper/Code |
| 2021 | ICCV | Specificity-preserving RGB-D Saliency Detection Tao Zhou, et al. |
Paper/Code |
| 2021 | ICCV | RGB-D Saliency Detection via Cascaded Mutual Information Minimization Jing Zhang, Deng-Ping Fan, et al. |
Paper/Code |
| 2021 | MM | Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object Detection Wenbo Zhang, Keren Fu, et al. |
Paper/Code |
| 2021 | MM | Cross-modality Discrepant Interaction Network for RGB-D Salient Object Detection Chen Zhang, Runmin Cong, et al. |
Paper/Proj |
| 2021 | MM | TriTransNet: RGB-D salient object detection with a triplet transformer embedding network Zhengyi Liu, et al. |
Paper/Code |
| 2021 | CVPR | Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion Peng Sun, Xi Li, et al. |
Paper/Code IJCV |
| 2021 | CVPR | Calibrated RGB-D Salient Object Detection Wei Ji, Shuang Yu, et al. |
Paper/Code |
| 2021 | ICME | BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection Wenbo Zhang, Keren Fu, et al. |
arXiv/Code |
| 2021 | AAAI | RGB-D Salient Object Detection via 3D Convolutional Neural Networks Qian Chen, Keren Fu, et al. |
Paper/Code |
| --- | --- | --- | --- |
| 2021 | PAMI | MobileSal: Extremely Efficient RGB-D Salient Object Detection Yu-Huan Wu, Yun Liu, Jia-Wang Bian, Yu-Chao Gu, Ming-Ming Cheng |
Paper/Code |
| 2021 | PAMI | Uncertainty Inspired RGB-D Saliency Detection Jing Zhang, Deng-Ping Fan, Yuchao Dai, Saeed Anwaret, et al. |
Paper/Code |
| 2021 | PAMI | Siamese Network for RGB-D Salient Object Detection and Beyond Keren Fu, Deng-Ping Fan, et al. |
Paper/Code |
| 2021 | IJCV | CNN-Based RGB-D Salient Object Detection: Learn, Select, and Fuse Hao Chen, Youfu Li, et al. |
Paper/Code |
| 2021 | TIP | Hierarchical Alternate Interaction Network for RGB-D Salient Object Detection Gongyang Li, Haibin Ling, et al. |
Paper/Code |
| 2021 | TIP | Bilateral Attention Network for RGB-D Salient Object Detection Zhao Zhang, Deng-Ping Fan, et al. |
arXiv/Code |
| 2021 | TIP | CDNet: Complementary Depth Network for RGB-D Salient Object Detection Wen-Da Jin, Ming-Ming Cheng, et al. |
Paper/Code |
| 2021 | TIP | Data-Level Recombination and Lightweight Fusion Scheme for RGB-D Salient Object Detection Xuehao Wang, et al. |
Paper/Code |
| 2021 | TIP | RGB-D Salient Object Detection With Ubiquitous Target Awareness Yifan Zhao, et al. |
arXiv/Code |
| 2021 | TIP | DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection Zuyao Chen, Runmin Cong, et al. |
Paper/Code |
| 2021 | TIP | Multi-Interactive Dual-Decoder for RGB-Thermal Salient Object Detection Zhengzheng Tu, et al. |
Paper/Code |
| 2021 | TCYB | ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection Chongyi Li, Runmin Cong, et al. |
Paper/Code |
| 2021 | TNNLS | IRFR-Net: Interactive Recursive Feature-Reshaping Network for Detecting Salient Objects in RGB-D Images Wujie Zhou, Qinling Guo, et al. |
Paper/Code |
| 2021 | TNNLS | Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks Deng-Ping Fan, et al. |
Paper/Code |
| 2021 | TMM | Employing Bilinear Fusion and Saliency Prior Information for RGB-D Salient Object Detection Nianchang Huang, Dingwen Zhang, et al. |
Paper/Code |
| 2021 | TMM | Attentive Cross-Modal Fusion Network for RGB-D Saliency Detection Di Liu, Kao Zhang, Zhenzhong Chen |
Paper/Cod |
| 2021 | TMM | Deep RGB-D Saliency Detection without Depth Yuan-Fang Zhang, et al. |
Paper/Code |
| 2021 | TMM | CCAFNet: Crossflow and Cross-scale Adaptive Fusion Network for Detecting Salient Objects in RGB-D Images Wujie Zhou, et al. |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2020 | ECCV | RGB-D Salient Object Detection with Cross-Modality Modulation and Selection Chongyi Li, Runmin Cong, et al. |
Paper/Code Proj |
| 2020 | ECCV | Progressively Guided Alternate Refinement Network for RGB-D Salient Object Detection Shuhan Chen, Yun Fu |
Paper/Code |
| 2020 | ECCV | BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network Yingjie Zhai, Deng-Ping Fan, et al. |
Paper/Code Extension |
| 2020 | ECCV | Cascade Graph Neural Networks for RGB-D Salient Object Detection Ao Luo, et al. |
Paper/Code |
| 2020 | ECCV | Cross-Modal Weighting Network for RGB-D Salient Object Detection Gongyang Li, Haibin Ling, et al. |
Paper/arXiv Code |
| 2020 | ECCV | Accurate RGB-D Salient Object Detection via Collaborative Learning Wei Ji, Huchuan Lu, et al. |
Paper/Code |
| 2020 | ECCV | A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection Xiaoqi Zhao, Lihe Zhang, et al. |
Paper/Code |
| 2020 | ECCV | Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection Youwei Pang, Lihe Zhang, Xiaoqi Zhao, Huchuan Lu |
arXiv/Code |
| 2020 | ECCV | Asymmetric Two-Stream Architecture for Accurate RGB-D Saliency Detection Miao Zhang, Huchuan Lu, et al. |
Paper/Code |
| 2020 | MM | Is Depth Really Necessary for Salient Object Detection? Jiawei Zhao, Yifan Zhao, Jia Li, Xiaowu Chen |
Paper/Code Proj |
| 2020 | CVPR | Select, Supplement and Focus for RGB-D Saliency Detection Miao Zhang, Yongri Piao, et al. |
Paper/Code |
| 2020 | CVPR | JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Keren Fu, Deng-Ping Fan, Ge-Peng Ji, Qijun Zhao |
Paper/arXiv/ PAMI21/Code |
| 2020 | CVPR | A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection Yongri Piao, Huchuan Lu, et al. |
Paper/Code |
| 2020 | CVPR | UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Jing Zhang, Deng-Ping Fan, et al. |
Paper/Code |
| 2020 | CVPR | Multi-Scale Interactive Network for Salient Object Detection Youwei Pang, Huchuan Lu, et al. |
Paper/Code |
| 2020 | CVPR | Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection H. Zhou, Xiaohua Xie, Jian-Huang Lai, et al. |
Paper/Code |
| 2020 | CVPR | Label Decoupling Framework for Salient Object Detection Jun Wei, et al. |
Paper/Code |
| 2020 | CVPR | Learning Selective Self-Mutual Attention for RGB-D Saliency Detection Nian Liu, Ni Zhang, et al. |
Paper/Code Ext |
| --- | --- | --- | --- |
| 2020 | TIP | RGBD Salient Object Detection via Disentangled Cross-Modal Fusion Hao Chen, et al. |
Paper/Code |
| 2020 | TIP | RGBD Salient Object Detection via Deep Fusion Liangqiong Qu, et al. |
Paper/Code |
| 2020 | TIP | Boundary-Aware RGBD Salient Object Detection With Cross-Modal Feature Sampling Yuzhen Niu, et al. |
Paper/Code |
| 2020 | TIP | ICNet: Information Conversion Network for RGB-D Based Salient Object Detection Gongyang Li, Zhi Liu, Haibin Ling |
Paper/Code |
| 2020 | TIP | Improved Saliency Detection in RGB-D Images Using Two-Phase Depth Estimation and Selective Deep Fusion Chenglizhao Chen, et al. |
Paper/Code |
| 2020 | TCYB | Discriminative Cross-Modal Transfer Learning and Densely Cross-Level Feedback Fusion for RGB-D Salient Object Detection Hao Chen, Youfu Li, Dan Su |
Paper/Code |
| 2020 | TCYB | Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model Runmin Cong, et al. |
Paper/Code |
| 2020 | TMM | cmSalGAN: RGB-D Salient Object Detection With Cross-View Generative Adversarial Networks Bo Jiang, et al. |
Paper/Code Proj |
| 2020 | TMM | Joint Cross-Modal and Unimodal Features for RGB-D Salient Object Detection N. Huang, Yi Liu, Qiang Zhang, Jungong Han |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2019 | ICCV | EGNet: Edge Guidance Network for Salient Object Detection Jia-Xing Zhao, Ming-Ming Cheng, et al. |
Paper/Code |
| 2019 | ICCV | Depth-induced Multi-scale Recurrent Attention Network for Saliency Detection Wei Ji, Jingjing Li, Miao Zhang, Huchuan Lu |
Paper/Code Ext-22 |
| 2019 | CVPR | Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection Jia-Xing Zhao, Ming-Ming Cheng, et al. |
Paper/Code Proj |
| 2019 | CVPR | BASNet: Boundary-Aware Salient Object Detection Xuebin Qin, Zichen Zhang, Chenyang Huang, Chao Gao, et al. |
Paper/Code Ext |
| --- | --- | --- | --- |
| 2019 | TIP | Three-Stream Attention-Aware Network for RGB-D Salient Object Detection Hao Chen, Youfu Li |
Paper/Code |
| 2019 | TIP | RGB-'D' Saliency Detection With Pseudo Depth Xiaolin Xiao, Yicong Zhou, Yue-Jiao Gong |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2018 | CVPR | Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection Hao Chen, Youfu Li |
Paper/Code |
| 2018 | CVPR | PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection | Paper/Code |
| 2018 | TCYB | CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion Junwei Han, et al. |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2017 | CVPR | Instance-Level Salient Object Segmentation | Paper/Code |
| 2017 | TIP | Depth-Aware Salient Object Detection and Segmentation via Multiscale Discriminative Saliency Fusion and Bootstrap Learning Hangke Song, et al. |
Paper/Code |
| 2017 | TIP | Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection Xiang Wang, Huimin Ma, Xiaozhi Chen, Shaodi You |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2021 | arXiv02 | CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation Shengcong Chen, Changxing Ding, Minfeng Liu, Dacheng Tao |
Paper/Code |
| 2019 | NeurIPS | One-Shot Object Detection with Co-Attention and Co-Excitation Ting-I Hsieh, et al. |
Paper/Code |
| 2020 | NeurIPS | Deep Multimodal Fusion by Channel Exchanging Yikai Wang, et al. |
Paper/Code |
| 2021 | MM | Occlusion-aware Bi-directional Guided Network for Light Field Salient Object Detection Dong Jing, Runmin Cong, et al. |
Paper/Code |
| 2021 | ICCV | Contrastive Multimodal Fusion with TupleInfoNCE Yunze Liu, Li Yi, et al. |
Paper/Code |
| 2019 | ICCV | RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment Guan'an Wang, et al. |
Paper/Code |
| 2021 | CVPR | Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Chufeng Tang, Xiaolin Hu, et al. |
Paper/Code |
| 2021 | CVPR | Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Bowen Cheng, Ross Girshick, Piotr Dollár, et al. |
Paper/Code |
| 2021 | AAAI | Active Boundary Loss for Semantic Segmentation Chi Wang, Yunke Zhang, Miaomiao Cui, Peiran Ren, et al. |
Paper/Code |
| --- | --- | --- | --- |
| 2021 | TCYB | PANet: Patch-Aware Network for Light Field Salient Object Detection Yongri Piao, Huchuan Lu, et al. |
Paper/Code |
| 2021 | TIP | Progressive Self-Guided Loss for Salient Object Detection Sheng Yang, Weisi Lin, et al. |
Paper/Code |
| 2020 | TIP | RGB-T Salient Object Detection via Fusing Multi-Level CNN Features Qiang Zhang, Dingwen Zhang, et al. |
Paper/Code |
| 2020 | TIP | LFNet: Light Field Fusion Network for Salient Object Detection Miao Zhang, Huchuan Lu, et al. |
Paper/Code |
| 2019 | TIP | Cross-Modal Attentional Context Learning for RGB-D Object Detection G. Li, Liang Lin, et al. |
Paper/Code |
| 2019 | TMM | RGB-T Image Saliency Detection via Collaborative Graph Learning Zhengzheng Tu, et al. |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2024 | PR | Frequency-aware feature aggregation network with dual-task consistency for RGB-T salient object detection Heng Zhou, Chunna Tian, Zhenxi Zhang, Chengyang Li, Yongqiang Xie, Zhongbo Li |
Paper/Code |
| 2023 | TCSVT | Cross-Modality Double Bidirectional Interaction and Fusion Network for RGB-T Salient Object Detection Zhengxuan Xie; Feng Shao; Gang Chen; Hangwei Chen; Qiuping Jiang; Xiangchao Meng; Yo-Sung Ho |
Paper/Code |
| 2023 | TCSVT | Multiple Graph Affinity Interactive Network and a Variable Illumination Dataset for RGBT Image Salient Object Detection Kechen Song; Liming Huang; Aojun Gong; Yunhui Yan |
Paper/Code |
| 2022 | KBS | Asymmetric cross-modal activation network for RGB-T salient object detection Chang Xu, Qingwu Li, Qingkai Zhou, Xiongbiao Jiang, Dabing Yu, Yaqin Zhou |
Paper/Code |
| 2022 | TMM | Does Thermal really always matter for RGB-T salient object detection Runmin Cong, Kepu Zhang, Chen Zhang, Feng Zheng, Yao Zhao, Qingming Huang, Sam Kwong |
Paper/Code |
| 2022 | TCSVT | Cross-Collaborative Fusion-Encoder Network for Robust RGB-Thermal Salient Object Detection Guibiao Liao, Wei Gao, Ge Li, Junle Wang, Sam Kwong |
Paper/Code |
| 2022 | TIM | Real-time One-stream Semantic-guided Refinement Network for RGB-Thermal Salient Object Detection Fushuo Huo, Xuegui Zhu, Qian Zhang, Ziming Liu, Wenchao Yu |
Paper/Code |
| 2022 | TIP | Weakly Alignment-free RGBT Salient Object Detection with Deep Correlation Network Zhengzheng Tu, Zhun Li, Chenglong Li, Jin Tang |
Paper/Code |
| Year | Pub. | Title | Links |
|---|---|---|---|
| 2024 | TCSVT | Dynamic Weighted Fusion and Progressive Refinement Network for Visible-Depth-Thermal Salient Object Detection Yi Luo; Feng Shao; Baoyang Mu; Hangwei Chen; Zhuo Li; Qiuping Jiang |
Paper/Code |
| 2024 | TIP | Quality-Aware Selective Fusion Network for V-D-T Salient Object Detection Liuxin Bao, Xiaofei Zhou, Xiankai Lu, Yaoqi Sun, Haibing Yin, Zhenghui Hu, Jiyong Zhang, Chenggang Yan |
Paper/Code |
| Year. | Title | Author | Links |
|---|---|---|---|
| 2022 | DFTR: Depth-supervised Fusion Transformer for Salient Object Detection | Heqin Zhu, et al. | Paper/Code |
| Pub. | Title | Author | Links |
|---|---|---|---|
| ICML | Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection | Feiran Li, Qianqian Xu, et al. | Paper/Code |
| Pub. | Title | Author | Links |
|---|---|---|---|
| CVPR | Pyramid Grafting Network for One-Stage High Resolution Saliency Detection | Chenxi Xie, Jia Li, et al. | Paper/Code |
| AAAI | Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning | Pengxiang Yan, Liang Lin, et al. | Paper/Code |
| AAAI | Weakly-Supervised Salient Object Detection Using Point Supervison | Shuyong Gao, Wei Zhang, et al. | Paper/Code |
| Pub. | Title | Author | Links |
|---|---|---|---|
| NeurIPS | Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction | Jing Zhang, Jianwen Xie, et al. | Paper/Code |
| arXiv08 | Unifying Global-Local Representations in Salient Object Detection with Transformer | Sucheng Ren, Qiang Wen, et al. | Paper/Code |
| arXiv01 | Boundary-Aware Segmentation Network for Mobile and Web Applications | Xuebin Qin, Deng-Ping Fan, et al. | Paper/Code |
| PAMI | Part-Object Relational Visual Saliency | Yi Liu, Dingwen Zhang, et al. | |
| PAMI | Saliency Prediction in the Deep Learning Era: Successes and Limitations | Ali Borji | |
| PAMI | Salient Object Detection in the Deep Learning Era: An In-depth Survey | Wenguan Wang, et al. | |
| PAMI | Revisiting Video Saliency Prediction in the Deep Learning Era | Wenguan Wang, et al. | |
| PAMI | Relative Saliency and Ranking: Models, Metrics, Data and Benchmarks | Mahmoud Kalash, Md Amirul Islam, et al. | |
| PAMI | Instance-Level Relative Saliency Ranking with Graph Reasoning | Nian Liu, et al. | |
| PAMI | Learning Saliency From Single Noisy Labelling: A Robust Model Fitting Perspective | Jing Zhang, Yuchao Dai, et al. | |
| PAMI | Deep Cognitive Gate: Resembling Human Cognition for Saliency Detection | Ke Yan, et al. | |
| PAMI | A Highly Efficient Model to Study the Semantics of Salient Object Detection | Ming-Ming Cheng, et al. | |
| PAMI | Learning to Detect Salient Object with Multi-source Weak Supervision | Hongshuang Zhang, Huchuan Lu, et al. | |
| IJCV | Saliency Detection Inspired by Topological Perception Theory | Peng Peng, Yong-Jie Li, etc | Paper/Code |
| TIP | Rethinking Image Salient Object Detection: Object-Level Semantic Saliency Reranking First, Pixelwise Saliency Refinement Later | Guangxiao Ma, et al. | |
| TIP | Contour-Aware Loss: Boundary-Aware Learning for Salient Object Segmentation | Zixuan Chen, Jianhuang Lai, et al. | |
| TIP | Depth-Quality-Aware Salient Object Detection | Chenglizhao Chen, et al. | |
| TIP | Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images | Qijian Zhang, Runmin Cong, et al. | |
| TIP | SCG: Saliency and Contour Guided Salient Instance Segmentation | Nian Liu, et al. | |
| TIP | Hierarchical and Interactive Refinement Network for Edge-Preserving Salient Object Detection | Sanping Zhou, et al. | |
| TIP | Salient Object Detection With Purificatory Mechanism and Structural Similarity Loss | Jia Li, et al. | |
| TIP | Hierarchical Edge Refinement Network for Saliency Detection | D. Song, Yongsheng Dong, Xuelong Li | |
| ICCV | Scene Context-Aware Salient Object Detection | Avishek Siris, Jianbo Jiao, et al. | Paper/Code |
| ICML | DANCE: Enhancing saliency maps using decoys | Yang Lu, Willian Stafford Noble, et al. | Paper/Code |
| AAAI | Pyramidal Feature Shrinking for Salient Object Detection | Mingcan Ma, Changqun Xia, Jia Li | |
| AAAI | Locate Globally, Segment Locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection | Binwei Xu, et al. | Paper/Code |
| Pub. | Title | Author | Links |
|---|---|---|---|
| PAMI | Inferring Salient Objects from Human Fixations | Wenguan Wang, Jianbing Shen, et al. | Paper/Code |
| PAMI | Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation | Dingwen Zhang, et al. | |
| TIP | PiCANet: Pixel-Wise Contextual Attention Learning for Accurate Saliency Detection | Nian Liu, Junwei Han, Ming-Hsuan Yang | |
| TIP | Reverse Attention-Based Residual Network for Salient Object Detection | Shuhan Chen, Huchuan Lu, et al. | |
| TIP | Boundary-Aware RGBD Salient Object Detection With Cross-Modal Feature Sampling | Yuzhen Liu, et al. | |
| TCYB | Complementarity-Aware Attention Network for Salient Object Detection | Junxia Li, Qingshan Liu, et al. | |
| NeurIPS | Few-Cost Salient Object Detection with Adversarial-Paced Learning | Dingwen Zhang, Haibin Tian, et al. | Paper/Code |
| ECCV | Suppress and Balance: A Simple Gated Network for Salient Object | Xiaoqi Zhao, Huchuan Lu, et al. | Paper/Code |
| CVPR | Inferring Attention Shift Ranks of Objects for Image Saliency | Avishek Siris, Jianbo Jiao, et al. | Paper/Code |
| CVPR | Weakly-Supervised Salient Object Detection via Scribble Annotations | Jing Zhang, Yuchao Dai, et al. | Paper/Code |
| AAAI | Learning Deep Relations to Promote Saliency Detection | Changrui Chen, et al. | |
| AAAI | Global Context-Aware Progressive Aggregation Network for Salient Object Detection | Z. Chen, Runmin Cong, et al. | Paper/Code |
| AAAI | F³Net: Fusion, Feedback and Focus for Salient Object Detection | Jun Wei, et al. | Paper/Code |
| Pub. | Title | Author | Links |
|---|---|---|---|
| PAMI | Salient Object Detection with Recurrent Fully Convolutional Networks | L. Wang, Huchuan Lu, et al. | |
| PAMI | Deeply Supervised Salient Object Detection with Short Connections | Qibin Hou, et al. | |
| PAMI | What Do Different Evaluation Metrics Tell Us About Saliency Models? | Zoya Bylinskii, et al. | |
| PAMI | Personalized Saliency and Its Prediction | Y. Xu, Jingyi Yu, et al. | |
| IJCV | Unsupervised Learning of Foreground Object Segmentation | Ioana Croitoru, Simion-Vlad Bogolin, et al. | |
| TIP | Focal Boundary Guided Salient Object Detection | Yupei Wang, et al. | |
| ICCV | Employing Deep Part-Object Relationships for Salient Object Detection | ||
| ICCV | Selectivity or Invariance: Boundary-Aware Salient Object Detection | Jinming Su, Jia Li, et al. | |
| ICCV | Stacked Cross Refinement Network for Edge-Aware Salient Object Detection | ||
| CVPR | Salient Object Detection With Pyramid Attention and Salient Edges | Wenguan Wang, Jianbing Shen, et al. | Paper/Code |
| CVPR | Attentive Feedback Network for Boundary-Aware Salient Object Detection | ||
| CVPR | Pyramid Feature Attention Network for Saliency Detection | ||
| AAAI | Image Saliency Prediction in Transformed Domain: A Deep Complex Neural Network Method | Lai Jiang, et al. | |
| AAAI | SuperVAE: Superpixelwise Variational Autoencoder for Salient Object Detection | Bo Li, Z. Sun, Yuqi Guo | Paper/Code |
| Pub. | Title | Author | Links |
|---|---|---|---|
| ECCV | Reverse Attention for Salient Object Detection | ||
| ECCV | Contour Knowledge Transfer for Salient Object Detection | ||
| ECCV | Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks | ||
| AAAI | Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection | Chunshui Cao, Liang Wang, et al. | |
| AAAI | Recurrently Aggregating Deep Features for Salient Object Detection | Xiaowei Hu, et al. | Paper/Code |
| Pub. | Title | Author | Links |
|---|---|---|---|
| PAMI | Ranking Saliency | Lihe Zhang, Ming-Hsuan Yang, et al. | |
| IJCV | Attentive Systems: A Survey | Tam V. Nguyen, Qi Zhao, Shuicheng Yan | |
| IJCV | Salient Object Detection: A Discriminative Regional Feature Integration Approach | Jingdong Wang, et al. |