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.	Title	Authors	Pub.	Links
13	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	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	Shifting More Attention to Video Salient Object Detection	Deng-Ping Fan, Wenguan Wang, Ming-Ming Cheng, Jianbing Shen	CVPR 2019	`paper` `github`
10	BASNet: Boundary-Aware Salient Object Detection	Xuebin Qin, Zichen Zhang, Chenyang Huang, Chao Gao, Masood Dehghan and Martin Jagersand	CVPR 2019	`paper` `github`
9	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	Cascaded Partial Decoder for Fast and Accurate Salient Object Detection	Zhe Wu, Li Su, and Qingming Huang	CVPR 2019	`paper` `github`
7	Pyramid Feature Attention Network for Saliency detection	Ting Zhao, Xiangqian Wu	CVPR 2019	`paper` `github`
6	Salient Object Detection with Recurrent Fully Convolutional Networks	Linzhao Wang, Lijun Wang, Huchuan Lu, Pingping Zhang, Xiang Ruan	PAMI 2019	`papercode`
5	Deep Embedding Features for Salient Object Detection	Yunzhi Zhuge, Yu Zeng, Huchuan Lu	AAAI 2019	`paper`
4	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	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	Attentive Feedback Network for Boundary-aware Salient Object Detection	Mengyang Feng, Huchuan Lu, Errui Ding	CVPR 2019	`github`
1	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.	Title	Authors	Pub.	Links
12	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	Exemplar-aided Salient Object Detection via Joint Latent Space Embedding	Yuqiu Kong, Jianming Zhang, Huchuan Lu, Xiuping Liu	TIP 2018	`paper`
10	An unsupervised game-theoretic approach to saliency detection	Yu Zeng, Mengyang Feng,, Huchuan Lu, Ali Borji	TIP 2018	`papergithub`
9	Hierarchical Cellular Automata for Visual Saliency	Yao Qin, Mengyang Feng, Huchuan Lu, Garrison W. Cottrell	IJCV 2018	`github`
8	Learning to Promote Saliency Detectors	Yu Zeng, Huchuan Lu, Lihe Zhang, Mengyang Feng, Ali Borji	CVPR 2018	`paper` `github`
7	Contour Knowledge Transfer for Salient Object Detection	Xin Li, Fan Yang, Hong Cheng, Wei Liu, Dinggang Shen	ECCV 2018	`paper` `github`
6	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: Learning Pixel-Wise Contextual Attention for Saliency Detection	Nian Liu, Junwei Han, Ming-Hsuan Yang	CVPR 2018	`paper` `github`
4	Reverse Attention for Salient Object Detection	Shuhan Chen, Xiuli Tan, Ben Wang and Xuelong Hu	ECCV 2018	`paper` `github`
3	Progressive Attention Guided Recurrent Network for Salient Object Detection	Xiaoning Zhang, Tiantian Wang, Jinqing Qi, Huchuan Lu, Gang Wang	CVPR 2018	`paper` `github`
2	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	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.	Title	Authors	Pub.	Links
7	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	Learning Uncertain Convolutional Features for Accurate Saliency Detection	Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Baocai Yin	ICCV 2017	`paper` `github`
5	Deep Level Sets for Salient Object Detection	Ping Hu, Bing Shuai, Jun Liu, Gang Wang	CVPR 2017	`paper`
4	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	Instance-Level Salient Object Segmentation	Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu	CVPR 2017	`paper` `github`
2	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	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.	Title	Authors	Pub.	Links
8	Saliency Detection with Recurrent Fully Convolutional Networks	Linzhao Wang, Lijun Wang, Huchuan Lu, Pingping Zhang, Xiang Ruan	ECCV 2016	`paper` `code`
7	A Shape-Based Approach for Salient Object Detection Using Deep Learning	Jongpil Kim, Vladimir Pavlovic	ECCV 2016	`paper` `Pre-computed Maps`
6	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	Recurrent Attentional Networks for Saliency Detection	Jason Kuen, Zhenhua Wang, Gang Wang	CVPR 2016	`paper`
4	Deep Saliency with Encoded Low level Distance Map and High Level Features	Gayoung Lee, Yu-Wing Tai, Junmo Kim	CVPR 2016	`paper` `code`
3	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	Deep Contrast Learning for Salient Object Detection	Guanbin Li, Yizhou Yu	CVPR 2016	`project page`
1	DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection	Nian Liu, Junwei Han	CVPR 2016	`paper` `Google Drive` `Baidu Yun` ⭐

2015

No.	Title	Authors	Pub.	Links
3	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	Saliency Detection by Multi-context Deep Learning	Rui Zhao, Wanli Ouyang, Hongsheng Li, Xiaogang Wang	CVPR 2015	`paper` `code`
1	Visual Saliency Based on Multiscale Deep Features	Guanbin Li, Yizhou Yu	CVPR 2015	`project page`

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