Scene Understanding


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Click to download PDF version Click to download BibTeX data D. Parks, L. Itti, Integrating Human Context And Occlusion Reasoning To Improve Handheld Object Tracking, In: Proc. IEEE International Conference on Image Processing (ICIP), Paris, France, pp. 1-5, Oct 2014.

Click to download PDF version Click to download BibTeX data Clik to view abstract 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]

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, C.-K. Chang, L. Itti, Autonomous Mobile Robot Localization and Navigation Using Hierarchical Map Representation Primarily Guided by Vision, Journal of Field Robotics, Vol. 31, No. 3, pp. 408-440, May/Jun 2014. [2012 impact factor: 2.152]

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 6)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 24)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 40)

Click to download PDF version Click to download BibTeX data Clik to view abstract S. Marat, L. Itti, Influence of the amount of context learned for improving object classification when simultaneously learning object and contextual cues, Visual Cognition, Vol. 20, No. 4-5, pp. 580-602, Apr 2012. [2010 Impact Factor: 1.828] (Cited by 5)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, C.-K. Chang, R. C. Voorhies, L. Itti, Beobot 2.0: Cluster Architecture for Mobile Robotics, Journal of Field Robotics, Vol. 28, No. 2, pp. 278-302, March/April 2011. [2010 2-year impact factor: 3.580] (Cited by 12)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, C.-K. Chang, R. C. Voorhies, L. Itti, Cover Photo of journal Autonomous Robots, Vol. 29, No. 2, p. 1, Aug 2010. [2008 impact factor: 1.235]

Click to download BibTeX data M. Yoshida, L. Itti, D. J. Berg, T. Ikeda, R. Kato, K. Tkaura, T. Isa, Guidance of gaze based on color saliency in monkeys with blindsight, In: Proc. 14th annual meeting of the Association for the Scientific Study of Consciousness (ASSC14), Toronto, Canada, Jun 2010.

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Elazary, L. Itti, Framework and implementation for perception, In: Proc. Vision Science Society Annual Meeting (VSS10), May 2010.

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, L. Itti, Biologically Inspired Mobile Robot Vision Localization, IEEE Transactions on Robotics, Vol. 25, No. 4, pp. 861-873, July 2009. [2008 impact factor: 2.656] (Cited by 173)

Click to download PDF version Click to download BibTeX data Clik to view abstract P. Tseng, R. Carmi, I. G. M. Cameron, D.P. Munoz, L. Itti, Quantifying center bias of observers in free viewing of dynamic natural scenes, Journal of Vision, Vol. 9, No. 7:4, pp. 1-16, July 2009. [2007 impact factor: 3.791] (Cited by 183)

Click to download PDF version Click to download BibTeX data Clik to view abstract D. J. Berg, S. E. Boehnke, R. A. Marino, D. P. Munoz, L. Itti, Free viewing of dynamic stimuli by humans and monkeys, Journal of Vision, Vol. 9, No. 5:19, pp. 1-15, May 2009. [2007 impact factor: 3.791] (Cited by 86)

Click to download BibTeX data Clik to view abstract L. Elazary, L. Itti, A bayesian model of visual search and recognition, In: Proc. Vision Science Society Annual Meeting (VSS08), May 2008. (Cited by 1)

Click to download BibTeX data Clik to view abstract D. J. Berg, L. Itti, Memory, eye position and computed saliency, In: Proc. Vision Science Society Annual Meeting (VSS08), May 2008. (Cited by 6)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, M. Yoshida, D. J. Berg, T. Ikeda, R. Kato, K. Takaura, T. Isa, Saliency-based guidance of gaze in monkeys with unilateral lesion of primary visual cortex, In: Proc. Vision Science Society Annual Meeting (VSS08), May 2008.

Click to download BibTeX data Clik to view abstract R. J. Peters, L. Itti, The role of Fourier phase information in predicting saliency, In: Proc. Vision Science Society Annual Meeting (VSS08), May 2008. (Cited by 9)

Click to download BibTeX data Clik to view abstract Z. Li, L. Itti, Visual attention guided video compression, In: Proc. Vision Science Society Annual Meeting (VSS08), May 2008. (Cited by 5)

Click to download BibTeX data Clik to view abstract T. N. Mundhenk, W. Einhaeuser, L. Itti, Natural Image RSVP task performance is predicted by measurements of bottom-up Bayesian Surprise exhibited by image sequences, In: Proc. Vision Science Society Annual Meeting (VSS08), May 2008.

Click to download PDF version Click to download BibTeX data Clik to view abstract F. Baluch, L. Itti, Effects of training on perceptual salience, In: Proc. Vision Science Society Annual Meeting (VSS08), May 2008.

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, L. Itti, Comparison of gist models in rapid scene categorization tasks, In: Proc. Vision Science Society Annual Meeting (VSS08), May 2008. (Cited by 12)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Elazary, L. Itti, Interesting objects are visually salient, Journal of Vision, Vol. 8, No. 3:3, pp. 1-15, Mar 2008. [2006 impact factor: 3.753] (Cited by 246)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, L. Itti, Storing and Recalling Information for Vision Localization, In: IEEE International Conference on Robotics and Automation (ICRA), Pasadena, California, pp. 1848-1855, May 2008. [2008 acceptance rate: 43%] (Cited by 9)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, L. Itti, Biologically inspired mobile-robot self localization, The Neuromorphic Engineer, pp. 1-2, Dec 2007. (Cited by 3)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, L. Itti, Biologically-Inspired Robotics Vision Monte-Carlo Localization in the Outdoor Environment, In: Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2007. [2007 acceptance rate: 52.4%] (Cited by 69)

Click to download BibTeX data Clik to view abstract R. Carmi, P. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, The impact of maturation and aging on mechanisms of attentional selection, In: Proc. Vision Science Society Annual Meeting (VSS07), May 2007.

Click to download BibTeX data Clik to view abstract P. Tseng, R. Carmi, I. G. M. Cameron, D. P. Munoz, L. Itti, The impact of content-independent mechanisms on guiding attention, In: Proc. Vision Science Society Annual Meeting (VSS07), May 2007. (Cited by 1)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, L. Itti, Rapid Biologically-Inspired Scene Classification Using Features Shared with Visual Attention, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 2, pp. 300-312, Feb 2007. [2005 impact factor: 3.810] (Cited by 503)

Click to download PDF version Click to download BibTeX data Clik to view abstract R. Carmi, L. Itti, Visual Causes versus Correlates of Attentional Selection in Dynamic Scenes, Vision Research, Vol. 46, No. 26, pp. 4333-4345, Dec 2006. [2005 impact factor: 2.027] (Cited by 203)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, M. A. Arbib, Attention and the Minimal Subscene, In: Action to Language via the Mirror Neuron System, (M. A. Arbib Ed.), pp. 289-346, Cambridge, U.K.:Cambridge University Press, 2006. (Cited by 30)

Click to download PDF version Click to download BibTeX data Clik to view abstract R. Carmi, L. Itti, Attention deployment in intermittently predictable environments - from amnesia to memory and back, In: Proc. ninth annual meeting of the Association for the Scientific Study of Consciousness (ASSC9), Pasadena, CA, Jun 2005.

Click to download BibTeX data Clik to view abstract L. Itti, M. A. Arbib, Visual Salience Facilitates Entry into Counscious Scene Representation, In: Proc. ninth annual meeting of the Association for the Scientific Study of Consciousness (ASSC9), Pasadena, CA, Jun 2005.

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Ackerman, L. Itti, Robot Steering With Spectral Image Information, IEEE Transactions on Robotics, Vol. 21, No. 2, pp. 247-251, Apr 2005. [2003 impact factor: 2.103] (Cited by 39)

Click to download PDF version Click to download BibTeX data Clik to view abstract M. A. Arbib, T. N. Mundhenk, Schizophrenia and the mirror system: an essay, Neuropsychologia, Vol. 43, No. 2, pp. 268-280, Feb 2005. [2003 impact factor: 2.695]

Click to download PDF version Click to download BibTeX data Clik to view abstract Neurobiology of Attention, (L. Itti, G. Rees, J. K. Tsotsos Ed.), pp. 1-744, San Diego, CA:Elsevier, Jan 2005.

Click to download PDF version Click to download BibTeX data Clik to view abstract V. Navalpakkam, M. A. Arbib, L. Itti, Attention and Scene Understanding, In: Neurobiology of Attention, (L. Itti, G. Rees, J. K. Tsotsos Ed.), pp. 197-203, San Diego, CA:Elsevier, Jan 2005. (Cited by 26)

Click to download BibTeX data J. K. Tsotsos, L. Itti, G. Rees, A Brief and Selective History of Attention, In: Neurobiology of Attention, (L. Itti, G. Rees, J. K. Tsotsos Ed.), pp. xxiii-xxxii, San Diego, CA:Elsevier, Jan 2005. (Cited by 39)

Click to download PDF version Click to download BibTeX data Clik to view abstract V. Navalpakkam, L. Itti, Modeling the influence of task on attention, Vision Research, Vol. 45, No. 2, pp. 205-231, Jan 2005. [2003 impact factor: 1.958] (Cited by 677)

Click to download BibTeX data Clik to view abstract V. Navalpakkam, L. Itti, Modeling the influence of target and distractor knowledge on visual search, In: Proc. Society for Neuroscience Annual Meeting (SFN'04), Oct 2004.

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, L. Itti, Biologically-Inspired Face Detection: Non-Brute-Force-Search Approach, In: First IEEE-CVPR International Workshop on Face Processing in Video, pp. 62-69, Jun 2004. (Cited by 24)

Click to download BibTeX data Clik to view abstract V. Navalpakkam, L. Itti, Towards a Unified Model for Attention and Recognition, In: Proc. Society for Neuroscience Annual Meeting (SFN'03), Nov 2003.

Click to download PDF version Click to download BibTeX data Clik to view abstract V. Navalpakkam, L. Itti, Sharing Resources: Buy Attention, Get Recognition, In: Proc. International Workshop on Attention and Performance in Computer Vision (WAPCV'03), Graz, Austria, Jul 2003. (Cited by 39)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, Modeling Primate Visual Attention, In: Computational Neuroscience: A Comprehensive Approach, (J. Feng Ed.), pp. 635-655, Boca Raton:CRC Press, 2003.

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, The Beobot Platform for Embedded Real-Time Neuromorphic Vision, In: Advances in Neural Information Processing Systems, Vol. 15, Hardware Demo Track, (T. G. Dietterich, S. Becker, Z. Ghahramani Ed.), Cambridge, MA:MIT Press, 2003.

Click to download BibTeX data S. Vijayakumar, A. D'Souza, J. Peters, J. Conradt, T. Rutkowski, A. Ijspeert, J. Nakanishi, M. Inoue, T. Shibata, A. Wiryo, L. Itti, S. Amari, S. Schaal, Real-Time Statistical Learning for Oculomotor Control and Visuomotor Coordination, In: Advances in Neural Information Processing Systems, Vol. 15, Hardware Demo Track, (T. G. Dietterich, S. Becker, Z. Ghahramani Ed.), Cambridge, MA:MIT Press, 2003.

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, Visual Attention, In: The Handbook of Brain Theory and Neural Networks, (M. A. Arbib Ed.), pp. 1196-1201, MIT Press, Jan 2003. (Cited by 55)

Click to download PDF version Click to download BibTeX data Clik to view abstract V. Navalpakkam, L. Itti, A Goal Oriented Attention Guidance Model, In: Lecture Notes in Computer Science, Vol. 2525, pp. 453-461, Nov 2002. (Cited by 127)

Click to download PDF version Click to download BibTeX data V. Navalpakkam, L. Itti, A Biologically-Inspired Scene-based Question Answering Agent, In: Proc. 9th Joint Symposium on Neural Computation (JSNC'02), Pasadena, California, May 2002.

 

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