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Salient Object Detection

2020

No. Figure Title Authors Pub. Links
22 placeholder Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection Youwei Pang, Lihe Zhang, Xiaoqi Zhao, Huchuan Lu ECCV 2020 paper
21 placeholder A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection Xiaoqi Zhao, Lihe Zhang, Youwei Pang, Huchuan Lu, Lei Zhang ECCV 2020 paper
20 placeholder Unsupervised Multi-View CNN for Salient View Selection of 3D Objects and Scenes Ran Song, Wei Zhang, Yitian Zhao, and Yonghuai Liu ECCV 2020 paper
19 placeholder Accurate RGB-D Salient Object Detection via Collaborative Learning Wei Ji, Jingjing Li, Miao Zhang, Yongri Piao, Huchuan Lu ECCV 2020 paper
18 placeholder Cross-Modal Weighting Network for RGB-D Salient Object Detection Gongyang Li, Zhi Liu, Linwei Ye, Yang Wang, Haibin Ling ECCV 2020 paper
17 placeholder Cascade Graph Neural Networks for RGB-D Salient Object Detection Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng, Siwei Lyu ECCV 2020 paper
16 placeholder BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network Deng-Ping Fan, Yingjie Zhai, Ali Borji, Jufeng Yang, Ling Shao ECCV 2020 paper
15 placeholder Progressively Guided Alternate Refinement Network for RGB-D Salient Object Detection Shuhan Chen, Yun Fu ECCV 2020 paper
14 placeholder RGB-D Salient Object Detection with Cross-Modality Modulation and Selection Chongyi Li, Runmin Cong, Yongri Piao, Qianqian Xu, Chen Change Loy ECCV 2020 paper
13 placeholder Highly Efficient Salient Object Detection with 100K Parameters Shang-Hua Gao, Yong-Qiang Tan, Ming-Ming Cheng, Chengze Lu, Yunpeng Chen, Shuicheng Yan ECCV 2020 paper
12 placeholder Suppress and Balance: A Simple Gated Network for Salient Object Detection Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Lei Zhang ECCV 2020 paper
11 placeholder Asymmetric Two-Stream Architecture for Accurate RGB-D Saliency Detection Miao Zhang, Sun Xiao Fei, Jie Liu, Shuang Xu, Yongri Piao, and Huchuan Lu ECCV 2020 paper
10 placeholder Residual Learning for Salient Object Detection Mengyang Feng, Huchuan Lu, Yizhou Yu TIP 2020 paper github
9 placeholder Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection Huajun Zhou, Xiaohua Xie, Jian-Huang Lai, Zixuan Chen, Lingxiao Yang CVPR 2020 paper
8 placeholder Weakly-Supervised Salient Object Detection via Scribble Annotations Jing Zhang, Xin Yu, Aixuan Li, Peipei Song, Bowen Liu, Yuchao Dai CVPR 2020 paper
7 placeholder UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Jing Zhang, Deng-Ping Fan, Yuchao Dai, Saeed Anwar, Fatemeh Sadat Saleh, Tong Zhang, Nick Barnes CVPR 2020 paper
6 placeholder Select, Supplement and Focus for RGB-D Saliency Detection Miao Zhang, Weisong Ren, Yongri Piao, Zhengkun Rong, Huchuan Lu CVPR 2020 paper
5 placeholder Label Decoupling Framework for Salient Object Detection Jun Wei, Shuhui Wang, Zhe Wu, Chi Su, Qingming Huang, Qi Tian CVPR 2020 paper
4 placeholder A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection Yongri Piao, Zhengkun Rong, Miao Zhang, Weisong Ren, Huchuan Lu CVPR 2020 paper
3 placeholder Multi-scale Interactive Network for Salient Object Detection Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu CVPR 2020 paper github
2 placeholder Learning Selective Self-Mutual Attention for RGB-D Saliency Detection Nian Liu, Ni Zhang, Junwei Han CVPR 2020 paper
1 placeholder 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 CVPR 2020 paper

2019

No. Figure Title Authors Pub. Links
13 ICTBINet An Iterative and Cooperative Top-down and Bottom-up Inference Network for Salient Object Detection Wenguan Wang, Jianbing Shen, Ming-Ming Cheng and Ling Shao CVPR 2019 paper
12 PASE Salient Object Detection with Pyramid Attention and Salient Edges Wenguan Wang, Shuyang Zhao , Jianbing Shen, Steven C. H. Hoi and Ali Borji CVPR 2019 paper
11 videoSOD Shifting More Attention to Video Salient Object Detection Deng-Ping Fan, Wenguan Wang, Ming-Ming Cheng, Jianbing Shen CVPR 2019 paper github
10 basnet BASNet: Boundary-Aware Salient Object Detection Xuebin Qin, Zichen Zhang, Chenyang Huang, Chao Gao, Masood Dehghan and Martin Jagersand CVPR 2019 paper github
9 poolnet A Simple Pooling-Based Design for Real-Time Salient Object Detection Jiang-Jiang Liu, Qibin Hou, Ming-Ming Cheng, Jiashi Feng, Jianmin Jiang CVPR 2019 paper github
8 CPD Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Zhe Wu, Li Su, and Qingming Huang CVPR 2019 paper github
7 PyFANet Pyramid Feature Attention Network for Saliency detection Ting Zhao, Xiangqian Wu CVPR 2019 paper github
6 RFCN-ext Salient Object Detection with Recurrent Fully Convolutional Networks Linzhao Wang, Lijun Wang, Huchuan Lu, Pingping Zhang, Xiang Ruan PAMI 2019 papercode
5 DEF Deep Embedding Features for Salient Object Detection Yunzhi Zhuge, Yu Zeng, Huchuan Lu AAAI 2019 paper
4 CapSal Capsal: Leveraging Captioning to Boost Semantics for Salient Object Detection Lu Zhang, Jianming Zhang, Zhe Lin, Huchuan Lu, You He CVPR 2019 paper github
3 ML-MS A Mutual Learning Method for Salient Object Detection with intertwined Multi-Supervision Runmin Wu, Mengyang Feng, Wenlong Guan, Dong Wang, Huchuan Lu, Errui Ding CVPR 2019 paper github
2 AFNet Attentive Feedback Network for Boundary-aware Salient Object Detection Mengyang Feng, Huchuan Lu, Errui Ding CVPR 2019 github
1 MWS Multi-source weak supervision for saliency detection Yu Zeng, Yunzi Zhuge, Huchuan Lu, Lihe Zhang, Mingyang Qian, Yizhou Yu CVPR 2019 paper github

2018

No. Figure Title Authors Pub. Links
12 SOC Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground Deng-Ping Fan, Ming-Ming Cheng, Jiang-Jiang Liu, Shang-Hua Gao, Qibin Hou and Ali Borji ECCV 2018 paper project page
11 LE Exemplar-aided Salient Object Detection via Joint Latent Space Embedding Yuqiu Kong, Jianming Zhang, Huchuan Lu, Xiuping Liu TIP 2018 paper
10 UGA An unsupervised game-theoretic approach to saliency detection Yu Zeng, Mengyang Feng,, Huchuan Lu, Ali Borji TIP 2018 papergithub
9 HCA Hierarchical Cellular Automata for Visual Saliency Yao Qin, Mengyang Feng, Huchuan Lu, Garrison W. Cottrell IJCV 2018 github
8 LPS Learning to Promote Saliency Detectors Yu Zeng, Huchuan Lu, Lihe Zhang, Mengyang Feng, Ali Borji CVPR 2018 paper github
7 C2SNet Contour Knowledge Transfer for Salient Object Detection Xin Li, Fan Yang, Hong Cheng, Wei Liu, Dinggang Shen ECCV 2018 paper github
6 R3Net R3Net: Recurrent Residual Refinement Network for Saliency Detection Zijun Deng, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Jing Qin, Guoqiang Han, and Pheng-Ann Heng IJCAI 2018 paper github
5 PiCANet PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection Nian Liu, Junwei Han, Ming-Hsuan Yang CVPR 2018 paper github
4 RAS Reverse Attention for Salient Object Detection Shuhan Chen, Xiuli Tan, Ben Wang and Xuelong Hu ECCV 2018 paper github
3 PAGR Progressive Attention Guided Recurrent Network for Salient Object Detection Xiaoning Zhang, Tiantian Wang, Jinqing Qi, Huchuan Lu, Gang Wang CVPR 2018 paper github
2 DGRL Detect Globally, Refine Locally: A Novel Approach to Saliency Detection Tiantian Wang, Lihe Zhang, Shuo Wang, Huchuan Lu, Gang Yang, Xiang Ruan, Ali Borji CVPR 2018 paper github
1 BMPM A Bi-Directional Message Passing Model for Salient Object Detection Lu Zhang, Ju Dai, Huchuan Lu, You He, Gang Wang CVPR 2018 paper

2017

No. Figure Title Authors Pub. Links
7 Amulet Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Xiang Ruan ICCV 2017 paper github
6 UCF Learning Uncertain Convolutional Features for Accurate Saliency Detection Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Baocai Yin ICCV 2017 paper github
5 DLS Deep Level Sets for Salient Object Detection Ping Hu, Bing Shuai, Jun Liu, Gang Wang CVPR 2017 paper
4 WSS Learning to Detect Salient Objects with Image-level Supervision Lijun Wang, Huchuan Lu, Yifan Wang, Mengyang Feng, Dong Wang, Baocai Yin , Xiang Ruan CVPR 2017 paper github
3 MSRNet Instance-Level Salient Object Segmentation Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu CVPR 2017 paper github
2 NLDF Non-Local Deep Features for Salient Object Detection Zhiming Luo, Akshaya Mishra , Andrew Achkar , Justin Eichel , Shaozi Li , Pierre-Marc.Jodoin CVPR 2017 project page
1 DSS Deeply Supervised Salient Object Detection with Short Connections Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu, Philip Torr CVPR 2017 paper github ⭐

2016

No. Figure Title Authors Pub. Links
8 RFCN Saliency Detection with Recurrent Fully Convolutional Networks Linzhao Wang, Lijun Wang, Huchuan Lu, Pingping Zhang, Xiang Ruan ECCV 2016 paper code
7 SSD-HS A Shape-Based Approach for Salient Object Detection Using Deep Learning Jongpil Kim, Vladimir Pavlovic ECCV 2016 paper Pre-computed Maps
6 DS DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection Xi Li, Liming Zhao, Lina Wei, Ming-Hsuan Yang, Fei Wu, Yueting Zhuang, Haibin Ling, Jingdong Wang TIP 2016 project page
5 RAN Recurrent Attentional Networks for Saliency Detection Jason Kuen, Zhenhua Wang, Gang Wang CVPR 2016 paper
4 ELD Deep Saliency with Encoded Low level Distance Map and High Level Features Gayoung Lee, Yu-Wing Tai, Junmo Kim CVPR 2016 paper code
3 SU Saliency Unified: A Deep Architecture for Simultaneous Eye Fixation Prediction and Salient Object Segmentation Srinivas S S Kruthiventi, Vennela Gudisa, Jaley H Dholakiya and R. Venkatesh Babu CVPR 2016 project page
2 DCL Deep Contrast Learning for Salient Object Detection Guanbin Li, Yizhou Yu CVPR 2016 project page
1 DHS DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection Nian Liu, Junwei Han CVPR 2016 paper Google Drive Baidu Yun ⭐

2015

No. Figure Title Authors Pub. Links
3 LEGS Deep Networks for Saliency Detection via Local Estimation and Global Search Lijun Wang, Huchuan Lu, Xiang Ruan, Ming-Hsuan Yang CVPR 2015 paper code
2 MCDL Saliency Detection by Multi-context Deep Learning Rui Zhao, Wanli Ouyang, Hongsheng Li, Xiaogang Wang CVPR 2015 paper code
1 MDF Visual Saliency Based on Multiscale Deep Features Guanbin Li, Yizhou Yu CVPR 2015 project page