└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # Saliency-Scholar 2 | This repo includes the laboratory studying visual attention and saliency detection. 3 | 4 | 1. This is a collection of attention/saliency-based AI research papers and datasets. 5 | 6 | 2. If you have any relevant scholars to recommend or any suggestions, please feel free to contact us. 7 | 8 | Collected by Ge-Peng Ji, Deng-Ping Fan. 9 | 10 | > Note: Listed in no particular order 11 | 12 | ## Update: 2020-08-19 13 | 14 | ## Foreign Researchers 15 | 16 | - [Christof Koch](https://scholar.google.com/citations?user=JYt9T_sAAAAJ&hl=en&oi=ao) 17 | - Chief Scientist and President 18 | - [Homepage](http://www.alleninstitute.org/our-institute/our-team/profiles/christof-koch/) 19 | - 129013 citations 20 | 21 | - [Alan Yuille](https://scholar.google.com/citations?user=FJ-huxgAAAAJ&hl=zh-CN&oi=sra) 22 | - Professor of Cognitive Science and Computer Science, Johns Hopkins University 23 | - [Homepage](http://www.cs.jhu.edu/~ayuille/) 24 | - Representative Works: 25 | - The secrets of salient object segmentation. CVPR 2014. (2020-12-29: 821 citations) 26 | - 60349 citations 27 | 28 | - [Laurent Itti](https://scholar.google.com/citations?user=xhUvqK8AAAAJ&hl=en) 29 | - Professor of Computer Science, University of Southern California 30 | - Homepage: http://ilab.usc.edu/ 31 | - 43622 citations 32 | 33 | - [Niloy J. Mitra](https://scholar.google.com/citations?user=dPrZJWMAAAAJ&hl=zh-CN) 34 | - Homapage: http://www.cs.ucl.ac.uk/staff/n.mitra/ 35 | - 15269 citations 36 | 37 | - [Radhakrishna Achanta](https://scholar.google.com/citations?user=lc2HaZwAAAAJ&hl=zh-CN&oi=sra) 38 | - Senior Data Scientist at SDSC (https://datascience.ch/) 39 | - GitHub: https://github.com/achanta/ 40 | - 13235 citations 41 | 42 | - [Matthias Bethge](https://scholar.google.com/citations?user=0z0fNxUAAAAJ&hl=en&oi=ao) 43 | - Tübingen University & Amazon Scholar 44 | - [Homepage](http://bethgelab.org) 45 | - Representative Works: 46 | - Deep gaze i: Boosting saliency prediction with feature maps trained on imagenet. 2014. 47 | - 12921 citations 48 | 49 | - [Ali Borji](https://scholar.google.com/citations?user=7jTNT1IAAAAJ&hl=en&oi=ao) 50 | - Markable.AI 51 | - 10083 citations 52 | 53 | - [Lihi Zelnik-Manor](https://scholar.google.com/citations?hl=zh-CN&user=E_ejWvYAAAAJ) 54 | - Homapage: http://webee.technion.ac.il/~lihi/ 55 | - Representative Works: 56 | - Context-aware Saliency Detection. CVPR, 2020. 57 | - How to evaluate foreground maps? CVPR, 2014. 58 | - 8866 citations 59 | 60 | - [Federico Perazzi](https://scholar.google.com/citations?user=z-oSdPoAAAAJ&hl=zh-CN&oi=sra) 61 | - Research Scientist in the On-Device AI team, at [Facebook AR/VR](https://research.fb.com/) 62 | - [Homepage](http://fperazzi.github.io/) 63 | - Representative Works: 64 | - Saliency Filters: Contrast based filtering for salient region detection. CVPR, 2012. 65 | - Visual saliency estimation for images and video. US Patent, 2015. 66 | - Efficient Salient Foreground Detection for Images and Video using Fiedler Vectors. WICED, 2015. 67 | - 3362 citations 68 | 69 | - [Olivier Le Meur](https://scholar.google.com/citations?user=wl9Mj-8AAAAJ&hl=en) 70 | - Associate Professor, Univ Rennes, CNRS, IRISA, ESIR 71 | - Homepage: http://people.irisa.fr/Olivier.Le_Meur/ 72 | - 4873 citations 73 | 74 | - [Neil Bruce](https://scholar.google.com/citations?hl=en&user=Gnezf-4AAAAJ&view_op=list_works&sortby=pubdate) 75 | - School of Computer Science, University of Guelph 76 | - Homepage: https://www.cs.ryerson.ca/~bruce/ 77 | - 3450 citations 78 | 79 | - [Mahmoud Kalash](https://scholar.google.com/citations?hl=en&user=ei1UY8gAAAAJ) 80 | - Computer Science MSc student, University of Manitoba 81 | - [Homepage](http://www.cs.umanitoba.ca/~kalashm/) 82 | - 105 citations 83 | 84 | - [Dr. Koteswar Rao Jerripothula](https://scholar.google.com/citations?user=QgTEe-gAAAAJ&hl=en&oi=ao) 85 | - Faculty@GEU [PhD @ NTU & BTech @ IIT Roorkee] 86 | - Homepage: https://sites.google.com/site/koteswarraojerripothula/ 87 | - 204 citations 88 | 89 | - [Thomas Brox](https://scholar.google.com/citations?hl=en&user=0VAe-TQAAAAJ) 90 | - Professor at the University of Freiburg and Amazon Scholar 91 | - [Computer Vision Group (Department of Computer Science, University of Freiburg, Germany)](https://lmb.informatik.uni-freiburg.de/index.php) 92 | - [Thomas Brox's Homepage](https://lmb.informatik.uni-freiburg.de/people/brox/) 93 | - Representative Works: 94 | - Deepusps: Deep robust unsupervised saliency prediction via self-supervision. NIPS, 2019. 95 | 96 | - [Vincent Sitzmann](https://scholar.google.com/citations?hl=en&user=X44QVV4AAAAJ) 97 | - Ph.D. Student in Electrical Engineering, Stanford University 98 | - [Homepage](https://vsitzmann.github.io/) 99 | - [GitHub](https://github.com/vsitzmann?tab=repositories) 100 | - Representative Works: 101 | - Saliency in VR: How do people explore virtual environments? (IEEE VR, 2018) 102 | - 682 citations 103 | 104 | - [Ivan V. Bajić](https://scholar.google.com/citations?user=LGOUj04AAAAJ&hl=zh-CN&oi=sra) 105 | - School of Engineering Science, Simon Fraser University 106 | - Homepage: http://www.sfu.ca/~ibajic/ 107 | - 2879 citations 108 | 109 | - [Nuno Vasconcelos](https://scholar.google.com/citations?user=Fykyo9gAAAAJ&hl=en&oi=ao) 110 | - Homepage: http://www.svcl.ucsd.edu/~nuno/ 111 | - [Statistical Visual Computing Laboratory (SVCL) headed by Nuno Vasconcelos](http://www.svcl.ucsd.edu/) 112 | - 19222 citations 113 | 114 | - [Olivier DEFORGES](https://scholar.google.com/citations?user=c5DiiBUAAAAJ&hl=en) 115 | - Professeur, INSA de Rennes 116 | - Homepage: xxx 117 | 118 | - [Roberto Valentino](https://scholar.google.com/citations?user=-IZbHrQAAAAJ&hl=zh-CN&oi=ao) 119 | - University of Parma 120 | - 1035 citations 121 | 122 | - [Paul L. Rosin](https://scholar.google.com/citations?user=V5E7JXsAAAAJ&hl=zh-CN&oi=sra) 123 | - School of Computer Science, Cardiff University 124 | - Homepage: http://users.cs.cf.ac.uk/Paul.Rosin/ 125 | - 13793 citations 126 | 127 | - [Erkut Erdem](https://scholar.google.com/citations?user=eALwl74AAAAJ&hl=zh-CN&oi=sra) 128 | - Associate Professor of Computer Science, Hacettepe University 129 | - Homapage: https://web.cs.hacettepe.edu.tr/~erkut/ 130 | 131 | - [Aykut Erdem](https://web.cs.hacettepe.edu.tr/~aykut/) 132 | - Homepage: https://web.cs.hacettepe.edu.tr/~aykut/ 133 | 134 | - [Jonathan Harel](https://scholar.google.com/citations?user=g1L7TtsAAAAJ&hl=zh-CN&oi=sra) 135 | - California Institute of Technology 136 | - [Homepage](http://www.klab.caltech.edu/~harel/) 137 | - Representative Works: 138 | - Graph-based visual saliency. NIPS, 2007. 139 | - Image signature: Highlighting sparse salient regions. TPAMI, 2011. 140 | - Predicting human gaze using low-level saliency combined with face detection. NIPS, 2008. 141 | - 5355 citations 142 | 143 | - [Roberto Valenti](https://scholar.google.com/citations?user=TNuBYDEAAAAJ&hl=zh-CN&oi=sra) 144 | - University of Amsterdam 145 | - [ResearchGate](https://www.researchgate.net/profile/Roberto_Valenti/publications) 146 | - Representative Works: 147 | - Combining head pose and eye location information for gaze estimation. TIP, 2011. 148 | - Accurate eye center location and tracking using isophote curvature. CVPR, 2008. 149 | - Image saliency by isocentric curvedness and color. ICCV, 2009. 150 | - 2029 citations 151 | 152 | - [Esa Rahtu](https://scholar.google.com/citations?user=SmGZwHYAAAAJ&hl=zh-CN&oi=sra) 153 | - Assistant Professor, Tampere University of Technology, Finland 154 | - [Homepage](http://esa.rahtu.fi/) 155 | - Representative Works: 156 | - Segmenting salient objects from images and videos. ECCV, 2010. 157 | - 4524 citations 158 | 159 | - [Sabine Süsstrunk](https://scholar.google.com/citations?user=EX3OYP4AAAAJ&hl=zh-CN&oi=sra) 160 | - Professor, Images and Visual Representation Lab, EPFL 161 | - [Homepage](http://ivrl.epfl.ch/) 162 | - Representative Works: 163 | - Frequency-tuned salient region detection. CVPR, 2009. 164 | - Salient region detection and segmentation. ICVS, 2008. 165 | - Saliency detection using maximum symmetric surround. ICIP, 2010. 166 | - 19935 citations 167 | 168 | - [Dominik Alexander Klein](https://scholar.google.com/citations?user=J4Odn4MAAAAJ&hl=zh-CN&oi=sra) 169 | - Fraunhofer FKIE 170 | - 688 citations 171 | 172 | - [Yael Pritch](https://scholar.google.com/citations?user=Zi5KiDsAAAAJ&hl=zh-CN&oi=sra) 173 | - Google Research 174 | 175 | - [Ayellet Tal](https://scholar.google.com/citations?user=eFGgX-QAAAAJ&hl=zh-CN&oi=sra) 176 | - Professor of Electrical Engineering, Technion 177 | - [Homepage](http://webee.technion.ac.il/~ayellet/) 178 | - 10570 citations 179 | 180 | - [Jiwhan Kim](https://scholar.google.com/citations?user=z3Zad9AAAAAJ&hl=zh-CN&oi=sra) 181 | - Staff Researcher, Samsung Advanced Institute of Technology 182 | - [Homepage](https://sites.google.com/site/kjw02040/) 183 | 184 | - [Jongpil Kim](https://scholar.google.com/citations?user=998Y-A4AAAAJ&hl=zh-CN&oi=sra) 185 | - Bloomberg LP 186 | 187 | - [Srinivas Kruthiventi S S](https://scholar.google.com/citations?user=Y-1l6M8AAAAJ&hl=zh-CN&oi=sra) 188 | - Indian Institute of Science, Bangalore 189 | 190 | - [Jason Kuen](https://scholar.google.com/citations?user=e6u7GlQAAAAJ&hl=zh-CN&oi=sra) 191 | - Adobe Research 192 | - [Homepage](http://jasonkuen.com/) 193 | 194 | - [Md Amirul Islam](https://scholar.google.com/citations?user=AeibrqUAAAAJ&hl=zh-CN&oi=sra) 195 | - PhD Student, Ryerson University 196 | - [Homepage](http://www.scs.ryerson.ca/~amirul/) 197 | 198 | - [Anuj Pahuja](https://scholar.google.com/citations?user=BEFo-eEAAAAJ&hl=zh-CN&oi=sra) 199 | - Master's student in Computer Vision at Carnegie Mellon University 200 | 201 | - [Martin Jagersand](https://scholar.google.com/citations?user=kxAlIY4AAAAJ&hl=zh-CN&oi=sra) 202 | - University of Alberta 203 | - [Homepage](http://webdocs.cs.ualberta.ca/~jag/) 204 | 205 | - [Kitty Varghese](https://scholar.google.com/citations?user=ekDIIVIAAAAJ&hl=zh-CN&oi=sra) 206 | - Research Scholar at Indian Institute of Technology, Madras 207 | 208 | - [Michael Christian Kampffmeyer](https://scholar.google.com/citations?user=9lDh2UgAAAAJ&hl=zh-CN&oi=sra) 209 | - Associate Professor in Machine Learning, UiT the Arctic University of Norway, Tromsø 210 | - [Homepage](https://sites.google.com/view/michaelkampffmeyer) 211 | 212 | - [Tam V. Nguyen](https://scholar.google.com/citations?user=qIaGn7YAAAAJ&hl=zh-CN&oi=sra) 213 | - Assistant Professor of Computer Science, University of Dayton 214 | - [Homepage](http://sites.google.com/site/vantam/) 215 | 216 | - [Fatemeh Saleh](https://scholar.google.com/citations?hl=zh-CN&user=OUTSTAYAAAAJ) 217 | - Australian National University 218 | - [Homepage](https://fatemeh-slh.github.io/) 219 | 220 | - [Nick Barnes](https://scholar.google.com/citations?user=yMXs1WcAAAAJ&hl=zh-CN) 221 | - Associate Professor, Australian National University 222 | 223 | - [Fatih Porikli](https://scholar.google.com/citations?user=VpB8NZ8AAAAJ&hl=zh-CN) 224 | - Australian National University, Huawei 225 | - [Homepage]((http://www.porikli.com/)) 226 | 227 | - [Saeed Anwar](https://scholar.google.com/citations?user=vPJIHywAAAAJ&hl=zh-CN) 228 | - Data61/CSIRO; Australian National University 229 | - [Homepage](https://saeed-anwar.github.io/) 230 | 231 | - [Duc Tam Nguyen](https://scholar.google.com/citations?user=m8wQuf0AAAAJ&hl=zh-CN) 232 | - University of Freiburg 233 | 234 | continue updating... 235 | 236 | --------------------------------------------------------------------------------