Publications for author A. Borji (excluding plenary and invited talks)

A. Borji, S. Izadi, L. Itti, iLab-20M: A large-scale controlled object dataset to investigate deep learning, In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, pp. 2221-2230, Jun 2016. [Conference acceptance rate: 29.9%] (Cited by 89)

J. Wang, A. Borji, C.-C. J. Kuo, L. Itti, Learning a combined model of visual saliency for fixation prediction, IEEE Transactions on Image Processing, Vol. 25, No. 4, pp. 1566-1579, Apr 2016. [2014 impact factor: 3.625] (Cited by 78)

Z. Bylinskii, T. Judd, A. Borji, L. Itti, F. Durand, A. Oliva, A. Torralba, Mit saliency benchmark, p. 1, 2015. (Cited by 360)

A. Borji, L. Itti, CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research, arXiv:1505.03581, pp. 1-4, May 2015. [ArXiv Preprint] (Cited by 381)

D. Parks, A. Borji, L. Itti, Augmented saliency model using automatic 3D head pose detection and learned gaze following in natural scenes, Vision Research, Vol. 116B, pp. 113-126, 2015. [2013 impact factor: 2.381] (Cited by 66)

A. Borji, D. Parks, L. Itti, Complementary effects of gaze direction and early saliency in guiding fixations during free viewing, Journal of Vision, Vol. 14, No. 13, pp. 1-32, Nov 2014. [2013 impact factor: 2.727] (Cited by 69)

A. Borji, L. Itti, Human vs. computer in scene and object recognition, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, pp. 1-8, Jun 2014. [2014 acceptance rate: 29.9%] (Cited by 76)

A. Borji, D. N. Sihite, L. Itti, What/Where to Look Next? Modeling Top-down Visual Attention in Complex Interactive Environments, IEEE Transactions on Systems, Man, and Cybernetics, Part A - Systems and Humans, Vol. 44, No. 5, pp. 523-538, May 2014. [2013 Impact Factor: 2.183] (Cited by 141)

A. Borji, L. Itti, Predicting observers' task from their scanpaths on natural scenes, In: Proc. Vision Science Society Annual Meeting (VSS14), St. Pete Beach, FL., May 2014. (Cited by 321)

A. Borji, L. Itti, Optimal Attentional Modulation of a Neural Population, Frontiers in Computational Neuroscience, Vol. 8, No. 34, pp. 1-14, Mar 2014. [2012 impact factor: 2.481] (Cited by 18)

A. Borji, L. Itti, Defending Yarbus: Eye movements reveal observers' task, Journal of Vision, Vol. 14, No. 3(29), pp. 1-22, Mar 2014. [2012 impact factor: 2.47] (Cited by 321)

L. Itti, A. Borji, Computational models of attention, In: Cognitive Neuroscience: The Biology of the Mind (Fifth Edition), (M. S. Gazzaniga, R. B. Ivry, G. R. Mangun Ed.), pp. 1-10, 2014. (Cited by 9)

A. Borji, L. Itti, Bayesian optimization explains human active search, In: Advances in Neural Information Processing Systems, Vol. 26 (NIPS*2013), (C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani, K.Q. Weinberger Ed.), pp. 55-63, Cambridge, MA:MIT Press, Dec 2013. [2013 acceptance rate: 25%] (Cited by 87)

A. Borji, Hamed R. Tavakoli, D. N. Sihite, L. Itti, Analysis of scores, datasets, and models in visual saliency prediction, In: Proc. International Conference on Computer Vision (ICCV), Sydney, Australia, Dec 2013. [2013 acceptance rate (oral presentation): 2.52%] (Cited by 269)

A. Borji, D. N. Sihite, L. Itti, Objects do not predict fixations better than early saliency: A re-analysis of Einhaeuser et al.'s data, Journal of Vision, Vol. 13, No. 10, pp. 1-4, Aug 2013. [2011 impact factor: 2.47] (Cited by 78)

A. Borji, D. N. Sihite, L. Itti, What stands out in a scene? A study of human explicit saliency judgment, Vision Research, Vol. 91, pp. 62-77, Aug 2013. [2011 impact factor: 2.13] (Cited by 215)

L. Itti, A. Borji, Computational models: Bottom-up and top-down aspects, In: The Oxford Handbook of Attention, (A. C. Nobre, S. Kastner Ed.), pp. 1-20, 2013. (Cited by 106)

A. Borji, D. N. Sihite, L. Itti, Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study, IEEE Transactions on Image Processing, pp. 1-16, 2012. [2011 Impact Factor: 3.042] (Cited by 780)

A. Borji, L. Itti, State-of-the-art in Visual Attention Modeling, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, No. 1, pp. 185-207, Jan 2013. [2010 Impact Factor: 5.027] (Cited by 2342)

A. Borji, D. N. Sihite, L. Itti, Salient Object Detection: A Benchmark, In: Proc. European Conference on Computer Vision (ECCV), Florence, Italy (LNCS 7573), pp. 414-429, Oct 2012. [2012 acceptance rate: 25.0%] (Cited by 154)

A. Borji, D. N. Sihite, L. Itti, An Object-based Bayesian Framework for Top-down Visual Attention, In: Proc. Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), Toronto, Canada, pp. 1529-1535, Aug 2012. [2012 acceptance rate: 26.0%] (Cited by 32)

A. Borji, D. N. Sihite, L. Itti, Probabilistic Learning of Task-Specific Visual Attention, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, pp. 1-8, Jun 2012. [2012 acceptance rate: 26.2%] (Cited by 154)

A. Borji, L. Itti, Exploiting Local and Global Patch Rarities for Saliency Detection, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, pp. 1-8, Jun 2012. [2012 acceptance rate: 26.2%] (Cited by 456)

A. Borji, S. Frintrop, D. N. Sihite, L. Itti, Adaptive Object Tracking by Learning Background Context, In: Proc. IEEE CVPR 2012, Egocentric Vision workshop, Providence, Rhode Island, pp. 1-8, Jun 2012. (Cited by 177)

A. Borji, D. N. Sihite, L. Itti, Modeling the Influence of Action on Spatial Attention in Visual Interactive Environments, In: Proc. IEEE International Conference on Robotics and Automation (ICRA), pp. 1-7, May 2012. [2012 acceptance rate: 40%] (Cited by 5)

A. Borji, D. N. Sihite, L. Itti, Computational Modeling of Top-down Visual Attention in Interactive Environments, In: Proc. British Machine Vision Conference (BMVC 2011), pp. 85.1-85.12, Sep 2011. [2011 acceptance rate: 31.8%] (Cited by 55)

A. Borji, D. N. Sihite, L. Itti, Quantifying the relative influence of photographer bias and viewing strategy on scene viewing, In: Proc. Vision Science Society Annual Meeting (VSS11), May 2011. (Cited by 5)

A. Borji, L. Itti, Scene Classification with a Sparse Set of Salient Regions, In: Proc. IEEE International Conference on Robotics and Automation (ICRA), pp. 1902-1908, Feb 2011. [2010 acceptance rate: 49%] (Cited by 57)

A. Borji, M. N. Ahmadabadi, B. N. Araabi, Simultaneous Learning of Spatial Visual Attention and Physical Actions, In: Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2010. [2010 acceptance rate: 58.2%] (Cited by 42)