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Ali Borji - Publications

Affiliations: 
Institute for research in fundamental sciences, Tehran, Tehran Province, Iran 
Area:
Object recognition, Visual Attention, Machine Learning and Robotics
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53 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Kamkar S, Ghezloo F, Moghaddam HA, Borji A, Lashgari R. Multiple-target tracking in human and machine vision. Plos Computational Biology. 16: e1007698. PMID 32271746 DOI: 10.1371/Journal.Pcbi.1007698  0.327
2020 Zhang L, Wu J, Wang T, Borji A, Wei G, Lu H. A Multistage Refinement Network for Salient Object Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31905138 DOI: 10.1109/Tip.2019.2962688  0.363
2019 Che Z, Borji A, Zhai G, Min X, Guo G, Le Callet P. How is Gaze Influenced by Image Transformations? Dataset and Model. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31613763 DOI: 10.1109/Tip.2019.2945857  0.389
2019 Borji A. Saliency Prediction in the Deep Learning Era: Successes and Limitations. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31425064 DOI: 10.1109/Tpami.2019.2935715  0.419
2019 Wang W, Shen J, Xie J, Cheng MM, Ling H, Borji A. Revisiting Video Saliency Prediction in the Deep Learning Era. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31247542 DOI: 10.1109/Tpami.2019.2924417  0.432
2019 Wang W, Shen J, Dong X, Borji A, Yang R. Inferring Salient Objects from Human Fixations. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30892201 DOI: 10.1109/Tpami.2019.2905607  0.475
2019 Regmi K, Borji A. Cross-view image synthesis using geometry-guided conditional GANs Computer Vision and Image Understanding. 187: 102788. DOI: 10.1016/J.Cviu.2019.07.008  0.305
2019 Borji A. Pros and cons of GAN evaluation measures Computer Vision and Image Understanding. 179: 41-65. DOI: 10.1016/J.Cviu.2018.10.009  0.317
2019 Borji A, Cheng M, Hou Q, Jiang H, Li J. Salient object detection: A survey Computational Visual Media. 5: 117-150. DOI: 10.1007/S41095-019-0149-9  0.427
2019 Jiang H, Cheng M, Li S, Borji A, Wang J. Joint salient object detection and existence prediction Frontiers of Computer Science. 13: 778-788. DOI: 10.1007/S11704-017-6613-8  0.429
2018 Zeng Y, Feng M, Lu H, Yang G, Borji A. An Unsupervised Game-Theoretic Approach to Saliency Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 29994308 DOI: 10.1109/Tip.2018.2838761  0.354
2018 Ardeshir S, Borji A. Egocentric Meets Top-View. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29994045 DOI: 10.1109/Tpami.2018.2832121  0.303
2018 Hou Q, Cheng MM, Hu X, Borji A, Tu Z, Torr PHS. Deeply Supervised Salient Object Detection with Short Connections. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29993862 DOI: 10.1109/Tpami.2018.2815688  0.36
2018 Blake L, Borji A. Do you see how many I see? Quantifying human crowd counting accuracy over natural scenes Journal of Vision. 18: 850. DOI: 10.1167/18.10.850  0.307
2018 Zhang D, Fu H, Han J, Borji A, Li X. A Review of Co-Saliency Detection Algorithms Acm Transactions On Intelligent Systems and Technology. 9: 1-31. DOI: 10.1145/3158674  0.348
2018 Borji A. Negative results in computer vision: A perspective Image and Vision Computing. 69: 1-8. DOI: 10.1016/J.Imavis.2017.10.001  0.364
2018 Ardeshir S, Borji A. An exocentric look at egocentric actions and vice versa Computer Vision and Image Understanding. 171: 61-68. DOI: 10.1016/J.Cviu.2018.05.005  0.303
2017 R. Tavakoli H, Borji A, Laaksonen J, Rahtu E. Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features Neurocomputing. 244: 10-18. DOI: 10.1016/J.Neucom.2017.03.018  0.387
2016 Borji A, Feng M, Lu H. Vanishing point attracts gaze in free-viewing and visual search tasks. Journal of Vision. 16: 18. PMID 27903005 DOI: 10.1167/16.14.18  0.401
2016 Wang J, Borji A, Kuo CC, Itti L. Learning a combined model of visual saliency for fixation prediction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26829792 DOI: 10.1109/Tip.2016.2522380  0.59
2016 Feng M, Borji A, Lu H. Fixation prediction with a combined model of bottom-up saliency and vanishing point 2016 Ieee Winter Conference On Applications of Computer Vision, Wacv 2016. DOI: 10.1109/WACV.2016.7477612  0.344
2015 Zhang W, Borji A, Wang Z, Le Callet P, Liu H. The Application of Visual Saliency Models in Objective Image Quality Assessment: A Statistical Evaluation. Ieee Transactions On Neural Networks and Learning Systems. PMID 28055908 DOI: 10.1109/TNNLS.2015.2461603  0.317
2015 Borji A, Tanner J. Reconciling Saliency and Object Center-Bias Hypotheses in Explaining Free-Viewing Fixations. Ieee Transactions On Neural Networks and Learning Systems. PMID 26452292 DOI: 10.1109/Tnnls.2015.2480683  0.453
2015 Borji A, Cheng MM, Jiang H, Li J. Salient Object Detection: A Benchmark. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26452281 DOI: 10.1109/Tip.2015.2487833  0.423
2015 Zhang W, Borji A, Wang Z, Le Callet P, Liu H. The Application of Visual Saliency Models in Objective Image Quality Assessment: A Statistical Evaluation. Ieee Transactions On Neural Networks and Learning Systems. PMID 26277009 DOI: 10.1109/Tnnls.2015.2461603  0.423
2015 Borji A. What is a salient object? A dataset and a baseline model for salient object detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 742-56. PMID 25532178 DOI: 10.1109/Tip.2014.2383320  0.444
2015 Borji A, Lennartz A, Pomplun M. What do eyes reveal about the mind?. Algorithmic inference of search targets from fixations Neurocomputing. 149: 788-799. DOI: 10.1016/J.Neucom.2014.07.055  0.393
2015 Qi W, Cheng M, Borji A, Lu H, Bai L. SaliencyRank: Two-stage manifold ranking for salient object detection Computational Visual Media. 1: 309-320. DOI: 10.1007/S41095-015-0028-Y  0.399
2014 Parks D, Borji A, Itti L. Augmented saliency model using automatic 3D head pose detection and learned gaze following in natural scenes. Vision Research. PMID 25448115 DOI: 10.1016/J.Visres.2014.10.027  0.593
2014 Borji A, Parks D, Itti L. Complementary effects of gaze direction and early saliency in guiding fixations during free viewing. Journal of Vision. 14: 3. PMID 25371549 DOI: 10.1167/14.13.3  0.615
2014 Borji A, Itti L. Optimal attentional modulation of a neural population. Frontiers in Computational Neuroscience. 8: 34. PMID 24723881 DOI: 10.3389/Fncom.2014.00034  0.562
2014 Borji A, Itti L. Defending Yarbus: eye movements reveal observers' task. Journal of Vision. 14: 29. PMID 24665092 DOI: 10.1167/14.3.29  0.55
2014 Borji A, Itti L. Predicting observers' task from their scanpaths on natural scenes Journal of Vision. 14: 762-762. DOI: 10.1167/14.10.762  0.531
2014 Borji A, Sihite DN, Itti L. What/where to look next? Modeling top-down visual attention in complex interactive environments Ieee Transactions On Systems, Man, and Cybernetics: Systems. 44: 523-538. DOI: 10.1109/TSMC.2013.2279715  0.538
2014 Borji A, Itti L. Human vs. computer in scene and object recognition Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 113-120. DOI: 10.1109/CVPR.2014.22  0.52
2013 Borji A, Sihite DN, Itti L. Objects do not predict fixations better than early saliency: a re-analysis of Einhauser et al.'s data. Journal of Vision. 13: 18. PMID 23988384 DOI: 10.1167/13.10.18  0.586
2013 Borji A, Sihite DN, Itti L. What stands out in a scene? A study of human explicit saliency judgment. Vision Research. 91: 62-77. PMID 23954536 DOI: 10.1016/J.Visres.2013.07.016  0.667
2013 Borji A, Sihite DN, Itti L. Quantitative analysis of human-model agreement in visual saliency modeling: a comparative study. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 55-69. PMID 22868572 DOI: 10.1109/Tip.2012.2210727  0.647
2013 Borji A, Itti L. State-of-the-art in visual attention modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 185-207. PMID 22487985 DOI: 10.1109/Tpami.2012.89  0.609
2013 Borji A, Tavakoli HR, Sihite DN, Itti L. Analysis of scores, datasets, and models in visual saliency prediction Proceedings of the Ieee International Conference On Computer Vision. 921-928. DOI: 10.1109/ICCV.2013.118  0.532
2013 Borji A, Itti L. Bayesian optimization explains human active search Advances in Neural Information Processing Systems.  0.445
2012 Borji A, Sihite DN, Itti L. Modeling the influence of action on spatial attention in visual interactive environments Proceedings - Ieee International Conference On Robotics and Automation. 444-450. DOI: 10.1109/ICRA.2012.6224551  0.543
2012 Borji A, Frintrop S, Sihite DN, Itti L. Adaptive object tracking by learning background context Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 23-30. DOI: 10.1109/CVPRW.2012.6239191  0.489
2012 Borji A, Itti L. Exploiting local and global patch rarities for saliency detection Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 478-485. DOI: 10.1109/CVPR.2012.6247711  0.449
2012 Borji A, Sihite DN, Itti L. Probabilistic learning of task-specific visual attention Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 470-477. DOI: 10.1109/CVPR.2012.6247710  0.534
2012 Borji A, Sihite DN, Itti L. Salient object detection: A benchmark Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7573: 414-429. DOI: 10.1007/978-3-642-33709-3_30  0.503
2012 Borji A, Sihite DN, Itti L. An object-based bayesian framework for top-down visual attention Proceedings of the National Conference On Artificial Intelligence. 2: 1529-1535.  0.574
2011 Borji A, Sihite DN, Itti L. Quantifying the relative influence of photographer bias and viewing strategy on scene viewing F1000research. 11: 166-166. DOI: 10.7490/F1000Research.1488.1  0.551
2011 Borji A, Sihite DN, Itti L. Computational modeling of top-down visual attention in interactive environments Bmvc 2011 - Proceedings of the British Machine Vision Conference 2011. DOI: 10.5244/C25.85  0.547
2011 Borji A, Itti L. Scene classification with a sparse set of salient regions Proceedings - Ieee International Conference On Robotics and Automation. 1902-1908. DOI: 10.1109/ICRA.2011.5979815  0.462
2010 Borji A, Ahmadabadi MN, Araabi BN, Hamidi M. Online learning of task-driven object-based visual attention control Image and Vision Computing. 28: 1130-1145. DOI: 10.1016/J.Imavis.2009.10.006  0.471
2008 Borji A. A new synthetic face generation method for gender discrimination Bmc Neuroscience. 9. DOI: 10.1186/1471-2202-9-S1-P73  0.316
2008 Borji A, Hamidi M, Mahmoudi F. Robust handwritten character recognition with features inspired by visual ventral stream Neural Processing Letters. 28: 97-111. DOI: 10.1007/S11063-008-9084-Y  0.331
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