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v1v2 (latest)

Salient Object Detection: A Benchmark

5 January 2015

Ali Borji

Ming-Ming Cheng

Huaizu Jiang

Jia Li

ArXiv (abs)PDF HTML

Papers citing "Salient Object Detection: A Benchmark"

50 / 311 papers shown

Title
Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors Ali Borji ObjD 122 3 0 05 Apr 2020
DFNet: Discriminative feature extraction and integration network for salient object detectionEngineering applications of artificial intelligence (EAAI), 2020 Mehrdad Noori S. Mohammadi Sina Ghofrani Majelan Ali Bahri Mohammad Havaei 155 36 0 03 Apr 2020
Saliency Enhancement using Gradient Domain Edges Merging Dominique Beaini S. Achiche Alexandre Duperré M. Raison 58 0 0 11 Feb 2020
Fast Video Object Segmentation using the Global Context ModuleEuropean Conference on Computer Vision (ECCV), 2020 Yu Li Zhuoran Shen Ying Shan VOS 169 119 0 30 Jan 2020
Self-supervising Action Recognition by Statistical Moment and Subspace DescriptorsACM Multimedia (ACM MM), 2020 Lei Wang Piotr Koniusz 231 57 0 14 Jan 2020
$\emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks$ \emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial NetworksIEEE transactions on multimedia (IEEE TMM), 2019 Bo Jiang Zitai Zhou Tianlin Li Jin Tang Bin Luo GAN 233 80 0 21 Dec 2019
Salient Object Detection with Purificatory Mechanism and Structural Similarity LossIEEE Transactions on Image Processing (TIP), 2019 Jia Li Jinming Su Changqun Xia Mingcan Ma Yonghong Tian ViT 139 65 0 18 Dec 2019
Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image TransformationsComputer Vision and Pattern Recognition (CVPR), 2019 Alan Dolhasz Carlo Harvey Ian Williams AAML 167 4 0 13 Dec 2019
SaLite : A light-weight model for salient object detection Kitty Varghese Sauradip Nag 67 0 0 08 Dec 2019
CAGNet: Content-Aware Guidance for Salient Object DetectionPattern Recognition (Pattern Recognit.), 2019 S. Mohammadi Mehrdad Noori Ali Bahri Sina Ghofrani Majelan Mohammad Havaei 243 107 0 29 Nov 2019
Empirical Upper Bound in Object Detection and More Ali Borji Seyed Mehdi Iranmanesh VLM ObjD 159 25 0 27 Nov 2019
Image Cropping with Composition and Saliency Aware Aesthetic Score MapAAAI Conference on Artificial Intelligence (AAAI), 2019 Y. Tu Li Niu Weijie Zhao Dawei Cheng Liqing Zhang 127 49 0 24 Nov 2019
An End-to-End Network for Co-Saliency Detection in One Single ImageScience China Information Sciences (SCIS), 2019 Yuanhao Yue Qin Zou Hongkai Yu Qian Wang Zhongyuan Wang Song Wang 176 7 0 25 Oct 2019
ANDA: A Novel Data Augmentation Technique Applied to Salient Object DetectionInternational Conference on Advanced Robotics (ICAR), 2019 Yunmeng Li Bruno A. Krinski Kentaro Inui 94 11 0 03 Oct 2019
Salient Instance Segmentation via Subitizing and Clustering Jialun Pei He Tang Chao Liu Chuanbo Chen 112 13 0 29 Sep 2019
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision D. Nguyen Maximilian Dax Chaithanya Kumar Mummadi Thi Phuong Nhung Ngo T. Nguyen Zhongyu Lou Thomas Brox 260 71 0 28 Sep 2019
CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse Hao Chen Youfu Li ObjD 97 24 0 20 Sep 2019
Masking Salient Object Detection, a Mask Region-based Convolutional Neural Network Analysis for Segmentation of Salient ObjectsLatin American Robotics Symposium (LR), 2019 Bruno A. Krinski Daniel V. Ruiz Guilherme Z. Machado E. Todt 92 6 0 17 Sep 2019
$Distortion-adaptive Salient Object Detection in 360$^\circ$ Omnidirectional Images$ Distortion-adaptive Salient Object Detection in 360 $^\circ$ Omnidirectional ImagesIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019 Jia Li Jinming Su Changqun Xia Yonghong Tian 120 32 0 11 Sep 2019
Deep Green Function Convolution for Improving Saliency in Convolutional Neural NetworksThe Visual Computer (Vis. Comput.), 2019 Dominique Beaini S. Achiche Alexandre Duperré M. Raison FAtt 182 5 0 22 Aug 2019
EGNet:Edge Guidance Network for Salient Object DetectionIEEE International Conference on Computer Vision (ICCV), 2019 Jiaxing Zhao Jiangjiang Liu Deng-Ping Fan Yang Cao Jufeng Yang Ming-Ming Cheng 215 1,011 0 22 Aug 2019
Towards High-Resolution Salient Object DetectionIEEE International Conference on Computer Vision (ICCV), 2019 Yi Zeng Silong Yong Jianming Zhang Zhe Lin Huchuan Lu 158 220 0 20 Aug 2019
Semi-Supervised Video Salient Object Detection Using Pseudo-LabelsIEEE International Conference on Computer Vision (ICCV), 2019 Pengxiang Yan Guanbin Li Yuan Xie Zhen Li Chuan Wang Tianshui Chen Liang Lin 203 129 0 12 Aug 2019
Edge-guided Non-local Fully Convolutional Network for Salient Object Detection Zhengzheng Tu Yan Ma Chenglong Li Jin Tang Bin Luo 189 102 0 07 Aug 2019
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale BenchmarksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Deng-Ping Fan Zheng Lin Jiaxing Zhao Yun-Hai Liu Zhao Zhang Qibin Hou Menglong Zhu Ming-Ming Cheng 223 588 0 15 Jul 2019
Understanding Deep Learning Techniques for Image SegmentationACM Computing Surveys (ACM CSUR), 2019 Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 136 410 0 13 Jul 2019
Region Refinement Network for Salient Object Detection Zhuotao Tian Hengshuang Zhao Michelle Shu Jiaze Wang Ruiyu Li Xiaoyong Shen Jiaya Jia ObjD 150 0 0 27 Jun 2019
Understanding More about Human and Machine Attention in Deep Neural Networks Qiuxia Lai Salman Khan Wenguan Wang Jianbing Shen Hanqiu Sun Ling Shao HAI XAI 171 7 0 20 Jun 2019
Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019 Chongyi Li Runmin Cong Xianqiang Lyu Sanyi Zhang Y. Qian Sam Kwong ObjD 136 261 0 20 Jun 2019
Enhancing Salient Object Segmentation Through Attention Anuj Pahuja Avishek Majumder Anirban Chakraborty R. Venkatesh Babu 93 7 0 27 May 2019
RGB-T Image Saliency Detection via Collaborative Graph LearningIEEE transactions on multimedia (IEEE TMM), 2019 Zhengzheng Tu Tian Xia Chenglong Li Xiaoxiao Wang Yan Ma Jin Tang 142 216 0 16 May 2019
Reducing Anomaly Detection in Images to Detection in Noise Axel Davy T. Ehret Jean-Michel Morel M. Delbracio 92 21 0 25 Apr 2019
On guiding video object segmentation Diego Ortego Kevin McGuinness Juan C. Sanmiguel Eric Arazo J. Sanchez Noel E. O'Connor VOS 74 0 0 25 Apr 2019
Salient Object Detection in the Deep Learning Era: An In-Depth Survey Wenguan Wang Qiuxia Lai Huazhu Fu Jianbing Shen Haibin Ling Ruigang Yang 509 684 0 19 Apr 2019
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Zhe Wu Li Su Qingming Huang ObjD 308 913 0 18 Apr 2019
Pedestrian Detection in Thermal Images using Saliency Maps Debasmita Ghose S. Desai Sneha Bhattacharya Deep Chakraborty M. Fiterau Tauhidur Rahman 85 92 0 15 Apr 2019
3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images Junaid Malik S. Kiranyaz R. Al-Raoush Olivier Monga P. Garnier S. Foufou A. Bouras Alexandros Iosifidis Moncef Gabbouj P. Baveye 83 8 0 09 Apr 2019
Few-Shot Learning via Saliency-guided Hallucination of Samples Hongguang Zhang Jing Zhang Piotr Koniusz 166 209 0 06 Apr 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Juil Sock 414 2,815 0 02 Apr 2019
DNA: Deeply-supervised Nonlinear Aggregation for Salient Object Detection Yun-Hai Liu Deng-Ping Fan Xinyu Zhang Guangyu Nie Meng Wang 190 99 0 28 Mar 2019
SAC-Net: Spatial Attenuation Context for Salient Object Detection Xiaowei Hu Chi-Wing Fu Lei Zhu Tianyu Wang Pheng-Ann Heng 158 64 0 25 Mar 2019
Saliency detection for seismic applications using multi-dimensional spectral projections and directional comparisonsInternational Conference on Information Photonics (ICIP), 2017 M. Shafiq Z. Long Tariq A. Alshawi G. Al-Regib 53 5 0 30 Jan 2019
Bootstrapping Robotic Ecological Perception from a Limited Set of Hypotheses Through Interactive Perception L. L. Goff G. Mukhtar Alexandre Coninx Stéphane Doncieux 110 5 0 30 Jan 2019
Deep Reasoning with Multi-Scale Context for Salient Object Detection Zun Li Congyan Lang Yunpeng Chen Jun Hao Liew Jiashi Feng ObjD 155 15 0 24 Jan 2019
Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss Silong Yong Wen Liu Huchuan Lu Chunhua Shen 209 53 0 21 Jan 2019
Rapid Visual Categorization is not Guided by Early Salience-Based Selection John K. Tsotsos Iuliia Kotseruba C. Wloka 69 3 0 15 Jan 2019
Salient Object Detection via High-to-Low Hierarchical Context Aggregation Yun-Hai Liu Yu Qiu Le Zhang Jiawang Bian Guangyu Nie Ming-Ming Cheng 160 5 0 28 Dec 2018
Informative Object Annotations: Tell Me Something I Don't Know Lior Bracha Gal Chechik 40 1 0 26 Dec 2018
Selectivity or Invariance: Boundary-aware Salient Object Detection Jinming Su Jia Li Yu Zhang Changqun Xia Yonghong Tian 201 188 0 25 Dec 2018
SMILER: Saliency Model Implementation Library for Experimental Research C. Wloka Toni Kunic Iuliia Kotseruba Ramin Fahimi Nicholas Frosst Neil D. B. Bruce John K. Tsotsos 117 13 0 20 Dec 2018

v1v2 (latest)

Salient Object Detection: A Benchmark

5 January 2015

Ali Borji

Ming-Ming Cheng

Huaizu Jiang

Jia Li

ArXiv (abs)PDF HTML

Papers citing "Salient Object Detection: A Benchmark"

50 / 311 papers shown

Title
Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors Ali Borji ObjD 122 3 0 05 Apr 2020
DFNet: Discriminative feature extraction and integration network for salient object detectionEngineering applications of artificial intelligence (EAAI), 2020 Mehrdad Noori S. Mohammadi Sina Ghofrani Majelan Ali Bahri Mohammad Havaei 155 36 0 03 Apr 2020
Saliency Enhancement using Gradient Domain Edges Merging Dominique Beaini S. Achiche Alexandre Duperré M. Raison 58 0 0 11 Feb 2020
Fast Video Object Segmentation using the Global Context ModuleEuropean Conference on Computer Vision (ECCV), 2020 Yu Li Zhuoran Shen Ying Shan VOS 169 119 0 30 Jan 2020
Self-supervising Action Recognition by Statistical Moment and Subspace DescriptorsACM Multimedia (ACM MM), 2020 Lei Wang Piotr Koniusz 231 57 0 14 Jan 2020
$\emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks$ \emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial NetworksIEEE transactions on multimedia (IEEE TMM), 2019 Bo Jiang Zitai Zhou Tianlin Li Jin Tang Bin Luo GAN 233 80 0 21 Dec 2019
Salient Object Detection with Purificatory Mechanism and Structural Similarity LossIEEE Transactions on Image Processing (TIP), 2019 Jia Li Jinming Su Changqun Xia Mingcan Ma Yonghong Tian ViT 139 65 0 18 Dec 2019
Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image TransformationsComputer Vision and Pattern Recognition (CVPR), 2019 Alan Dolhasz Carlo Harvey Ian Williams AAML 167 4 0 13 Dec 2019
SaLite : A light-weight model for salient object detection Kitty Varghese Sauradip Nag 67 0 0 08 Dec 2019
CAGNet: Content-Aware Guidance for Salient Object DetectionPattern Recognition (Pattern Recognit.), 2019 S. Mohammadi Mehrdad Noori Ali Bahri Sina Ghofrani Majelan Mohammad Havaei 243 107 0 29 Nov 2019
Empirical Upper Bound in Object Detection and More Ali Borji Seyed Mehdi Iranmanesh VLM ObjD 159 25 0 27 Nov 2019
Image Cropping with Composition and Saliency Aware Aesthetic Score MapAAAI Conference on Artificial Intelligence (AAAI), 2019 Y. Tu Li Niu Weijie Zhao Dawei Cheng Liqing Zhang 127 49 0 24 Nov 2019
An End-to-End Network for Co-Saliency Detection in One Single ImageScience China Information Sciences (SCIS), 2019 Yuanhao Yue Qin Zou Hongkai Yu Qian Wang Zhongyuan Wang Song Wang 176 7 0 25 Oct 2019
ANDA: A Novel Data Augmentation Technique Applied to Salient Object DetectionInternational Conference on Advanced Robotics (ICAR), 2019 Yunmeng Li Bruno A. Krinski Kentaro Inui 94 11 0 03 Oct 2019
Salient Instance Segmentation via Subitizing and Clustering Jialun Pei He Tang Chao Liu Chuanbo Chen 112 13 0 29 Sep 2019
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision D. Nguyen Maximilian Dax Chaithanya Kumar Mummadi Thi Phuong Nhung Ngo T. Nguyen Zhongyu Lou Thomas Brox 260 71 0 28 Sep 2019
CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse Hao Chen Youfu Li ObjD 97 24 0 20 Sep 2019
Masking Salient Object Detection, a Mask Region-based Convolutional Neural Network Analysis for Segmentation of Salient ObjectsLatin American Robotics Symposium (LR), 2019 Bruno A. Krinski Daniel V. Ruiz Guilherme Z. Machado E. Todt 92 6 0 17 Sep 2019
$Distortion-adaptive Salient Object Detection in 360$^\circ$ Omnidirectional Images$ Distortion-adaptive Salient Object Detection in 360 $^\circ$ Omnidirectional ImagesIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019 Jia Li Jinming Su Changqun Xia Yonghong Tian 120 32 0 11 Sep 2019
Deep Green Function Convolution for Improving Saliency in Convolutional Neural NetworksThe Visual Computer (Vis. Comput.), 2019 Dominique Beaini S. Achiche Alexandre Duperré M. Raison FAtt 182 5 0 22 Aug 2019
EGNet:Edge Guidance Network for Salient Object DetectionIEEE International Conference on Computer Vision (ICCV), 2019 Jiaxing Zhao Jiangjiang Liu Deng-Ping Fan Yang Cao Jufeng Yang Ming-Ming Cheng 215 1,011 0 22 Aug 2019
Towards High-Resolution Salient Object DetectionIEEE International Conference on Computer Vision (ICCV), 2019 Yi Zeng Silong Yong Jianming Zhang Zhe Lin Huchuan Lu 158 220 0 20 Aug 2019
Semi-Supervised Video Salient Object Detection Using Pseudo-LabelsIEEE International Conference on Computer Vision (ICCV), 2019 Pengxiang Yan Guanbin Li Yuan Xie Zhen Li Chuan Wang Tianshui Chen Liang Lin 203 129 0 12 Aug 2019
Edge-guided Non-local Fully Convolutional Network for Salient Object Detection Zhengzheng Tu Yan Ma Chenglong Li Jin Tang Bin Luo 189 102 0 07 Aug 2019
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale BenchmarksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Deng-Ping Fan Zheng Lin Jiaxing Zhao Yun-Hai Liu Zhao Zhang Qibin Hou Menglong Zhu Ming-Ming Cheng 223 588 0 15 Jul 2019
Understanding Deep Learning Techniques for Image SegmentationACM Computing Surveys (ACM CSUR), 2019 Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 136 410 0 13 Jul 2019
Region Refinement Network for Salient Object Detection Zhuotao Tian Hengshuang Zhao Michelle Shu Jiaze Wang Ruiyu Li Xiaoyong Shen Jiaya Jia ObjD 150 0 0 27 Jun 2019
Understanding More about Human and Machine Attention in Deep Neural Networks Qiuxia Lai Salman Khan Wenguan Wang Jianbing Shen Hanqiu Sun Ling Shao HAI XAI 171 7 0 20 Jun 2019
Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019 Chongyi Li Runmin Cong Xianqiang Lyu Sanyi Zhang Y. Qian Sam Kwong ObjD 136 261 0 20 Jun 2019
Enhancing Salient Object Segmentation Through Attention Anuj Pahuja Avishek Majumder Anirban Chakraborty R. Venkatesh Babu 93 7 0 27 May 2019
RGB-T Image Saliency Detection via Collaborative Graph LearningIEEE transactions on multimedia (IEEE TMM), 2019 Zhengzheng Tu Tian Xia Chenglong Li Xiaoxiao Wang Yan Ma Jin Tang 142 216 0 16 May 2019
Reducing Anomaly Detection in Images to Detection in Noise Axel Davy T. Ehret Jean-Michel Morel M. Delbracio 92 21 0 25 Apr 2019
On guiding video object segmentation Diego Ortego Kevin McGuinness Juan C. Sanmiguel Eric Arazo J. Sanchez Noel E. O'Connor VOS 74 0 0 25 Apr 2019
Salient Object Detection in the Deep Learning Era: An In-Depth Survey Wenguan Wang Qiuxia Lai Huazhu Fu Jianbing Shen Haibin Ling Ruigang Yang 509 684 0 19 Apr 2019
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Zhe Wu Li Su Qingming Huang ObjD 308 913 0 18 Apr 2019
Pedestrian Detection in Thermal Images using Saliency Maps Debasmita Ghose S. Desai Sneha Bhattacharya Deep Chakraborty M. Fiterau Tauhidur Rahman 85 92 0 15 Apr 2019
3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images Junaid Malik S. Kiranyaz R. Al-Raoush Olivier Monga P. Garnier S. Foufou A. Bouras Alexandros Iosifidis Moncef Gabbouj P. Baveye 83 8 0 09 Apr 2019
Few-Shot Learning via Saliency-guided Hallucination of Samples Hongguang Zhang Jing Zhang Piotr Koniusz 166 209 0 06 Apr 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Juil Sock 414 2,815 0 02 Apr 2019
DNA: Deeply-supervised Nonlinear Aggregation for Salient Object Detection Yun-Hai Liu Deng-Ping Fan Xinyu Zhang Guangyu Nie Meng Wang 190 99 0 28 Mar 2019
SAC-Net: Spatial Attenuation Context for Salient Object Detection Xiaowei Hu Chi-Wing Fu Lei Zhu Tianyu Wang Pheng-Ann Heng 158 64 0 25 Mar 2019
Saliency detection for seismic applications using multi-dimensional spectral projections and directional comparisonsInternational Conference on Information Photonics (ICIP), 2017 M. Shafiq Z. Long Tariq A. Alshawi G. Al-Regib 53 5 0 30 Jan 2019
Bootstrapping Robotic Ecological Perception from a Limited Set of Hypotheses Through Interactive Perception L. L. Goff G. Mukhtar Alexandre Coninx Stéphane Doncieux 110 5 0 30 Jan 2019
Deep Reasoning with Multi-Scale Context for Salient Object Detection Zun Li Congyan Lang Yunpeng Chen Jun Hao Liew Jiashi Feng ObjD 155 15 0 24 Jan 2019
Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss Silong Yong Wen Liu Huchuan Lu Chunhua Shen 209 53 0 21 Jan 2019
Rapid Visual Categorization is not Guided by Early Salience-Based Selection John K. Tsotsos Iuliia Kotseruba C. Wloka 69 3 0 15 Jan 2019
Salient Object Detection via High-to-Low Hierarchical Context Aggregation Yun-Hai Liu Yu Qiu Le Zhang Jiawang Bian Guangyu Nie Ming-Ming Cheng 160 5 0 28 Dec 2018
Informative Object Annotations: Tell Me Something I Don't Know Lior Bracha Gal Chechik 40 1 0 26 Dec 2018
Selectivity or Invariance: Boundary-aware Salient Object Detection Jinming Su Jia Li Yu Zhang Changqun Xia Yonghong Tian 201 188 0 25 Dec 2018
SMILER: Saliency Model Implementation Library for Experimental Research C. Wloka Toni Kunic Iuliia Kotseruba Ramin Fahimi Nicholas Frosst Neil D. B. Bruce John K. Tsotsos 117 13 0 20 Dec 2018