Publications for Year 2013

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)

C. Zhang, A. Paolozza, P. Tseng, J. Reynolds, D. P. Munoz, L. Itti, Classification of children with FASD from neuroimaging, neuropsychological and natural eye movement data, In: Society for Neuroscience Annual Meeting (SfN13), Nov 2013. (Cited by 220)

W. S. Grant, R. C. Voorhies, L. Itti, Finding Planes in LiDAR Point Clouds for Real-Time Registration, In: Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 4347-4354, Nov 2013. [2013 acceptance rate: 43%] (Cited by 85)

J. Windau, L. Itti, Situation awareness via sensor-equipped eyeglasses, In: Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 5674-5679, Nov 2013. [2013 acceptance rate: 43%] (Cited by 27)

C.-K. Chang, C. Siagian, L. Itti, Beobot 2.0: Autonomous Mobile Robot Localization and Navigation in Outdoor Pedestrian Environment, In: Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Video Track, p. 2079, Nov 2013. [2013 acceptance rate: 50.0%] (Cited by 3)

P. Tseng, A. Paolozza, D. P. Munoz, J. N. Reynolds, L. Itti, Deep learning on natural viewing behaviors to differentiate children with fetal alcohol spectrum disorder, In: The 14th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2013), Hefei, China (LNCS 8206), pp. 178-185, Oct 2013. (Cited by 7)

B. J. White, R. A. Marino, S. E. Boehnke, L. Itti, J. Theeuwes, D. P. Munoz, Competitive Integration of Visual and Goal-related Signals on Neuronal Accumulation Rate: A Correlate of Oculomotor Capture in the Superior Colliculus, Journal of Cognitive Neuroscience, Vol. 25, No. 10, pp. 1754-1768, Oct 2013. [2012 impact factor: 4.493] (Cited by 19)

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)

N. Noori, L. Itti, Schema-driven, space-supported random accessible memory systems for manipulation of symbolic working memory, In: Proc. 35th annual conference of the cognitive science society, pp. 1085-1090, Aug 2013. [2013 oral acceptance rate 28%] (Cited by 3)

N. Noori, L. Itti, Traces of intellectual working memory tasks on visual-spatial short-term memory, In: Proc. 35th annual conference of the cognitive science society, pp. 3163-3168, Aug 2013. [2013 acceptance rate 40%] (Cited by 1)

N. Noori, L. Itti, Where what you count is what really counts, In: Proc. 35th annual conference of the cognitive science society, pp. 3157-3162, Aug 2013. [2013 acceptance rate 40%] (Cited by 1)

K. Thakoor, S. Marat, P. Nasiatka, B. Mcintosh, F. Sahin, A. R. Tanguay, J. D. Weiland, L. Itti, Attention-Biased Speeded-Up Robust Features (AB-SURF): A Neurally-Inspired Object Recognition Algorithm for A Wearable Aid for the Visually Impaired, In: Proc. IEEE Conference on Multimedia and Expo (ICME), Workshop on Multimodal and Alternative Perception for the Visually Impaired People (MAP4VIP), Jul 2013. [2013 acceptance rate: 50.0%] (Cited by 20)

N. Popovich, Eye-Tracking Software May Reveal Autism and Other Disorders, Scientific American, Jun 2013.

C. Siagian, C.K. Chang, L. Itti, Mobile Robot Navigation System in Outdoor Pedestrian Environment Using Vision-Based Road Recognition, In: Proc. IEEE International Conference on Robotics and Automation (ICRA), May 2013. [2013 acceptance rate: 39.0%] (Cited by 62)

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)

P. Tseng, I. G. M. Cameron, G. Pari, J. N. Reynolds, D. P. Munoz, L. Itti, High-throughput classification of clinical populations from natural viewing eye movements, Journal of Neurology, Vol. 260, pp. 275-284, Jan 2013. [2011 Impact Factor: 3.473] (Cited by 220)

N. Parikh, L. Itti, M. Humayun, J. Weiland, Performance of visually guided tasks using simulated prosthetic vision and saliency-based cues, Journal of Neural Engineering, Vol. 10, No. 2, p. 026017, IOP Publishing, 2013. (Cited by 70)

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)