Computer Vision


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Click to download BibTeX data B. Nlong Zhao, Y. Xiao, J. Xu, X. Jiang, Y. Yang, D. Li, L. Itti, V. Vineet, Y. Ge, DreamDistribution: Prompt Distribution Learning for Text-to-Image Diffusion Models, arXiv e-prints, pp. arXiv--2312, 2023. [ArXiv Preprint]

Click to download BibTeX data Clik to view abstract K. Lekkala, E. Bhargava, L. Itti, Evaluating Pretrained models for Deployable Lifelong Learning, In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 552--560, Jan 2024. [2024 acceptance rate: 34%] (Cited by 2)

Click to download BibTeX data Clik to view abstract I. Fostiropoulos, J. Zhu, L. Itti, Batch Model Consolidation: A Multi-Task Model Consolidation Framework, In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3664--3676, 2023. [2023 acceptance rate: 25.78%] (Cited by 1)

Click to download BibTeX data Clik to view abstract Y. Ge, Y. Li, S. Ni, J. Zhao, M. H. Yang, L. Itti, CLR: Channel-wise Lightweight Reprogramming for Continual Learning, In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 18798--18808, 2023. [2023 acceptance rate: 26.8%] (Cited by 8)

Click to download BibTeX data Y. Ge, J. Xu, B. N. Zhao, N. Joshi, L. Itti, V. Vineet, Beyond generation: Harnessing text to image models for object detection and segmentation, arXiv preprint arXiv:2309.05956, 2023. [ArXiv Preprint] (Cited by 1)

Click to download BibTeX data Clik to view abstract Y. Ge, J. Ren, A. Gallagher, Y. Wang, M. H. Yang, H. Adam, L. Itti, B. Lakshminarayanan, J. Zhao, Improving Zero-shot Generalization and Robustness of Multi-modal Models, In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 11093--11101, 2023. [2023 acceptance rate: 25.78%] (Cited by 8)

Click to download BibTeX data Clik to view abstract A. M. Jones, G. Sahin, Z. W. Murdock, Y. Ge, A. Xu, Y. Li, D. Wu, S. Ni, P. H. Huang, K. Lekkala, L. Itti, USC-DCT: A Collection of Diverse Classification Tasks, Data, Vol. 8, No. 10, p. 153, MDPI, Oct 2023. [2022 impact factor: 2.6] (Cited by 7)

Click to download BibTeX data Clik to view abstract Y. Ge, Y. Li, D. Wu, A. Xu, A. M. Jones, A. S. Rios, I. Fostiropoulos, P. H. Huang, Z. W. Murdock, G. Sahin, S. Ni, K. Lekkala, S. A. Sontakke, L. Itti, Lightweight Learner for Shared Knowledge Lifelong Learning, Transactions on Machine Learning Research, pp. 1--26, 2023. (Cited by 3)

Click to download BibTeX data Y. Ge, J. Ren, J. Zhao, K. Chen, A. Gallagher, L. Itti, B. Lakshminarayanan, Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models, arXiv preprint arXiv:2305.17207, 2023. [ArXiv Preprint] (Cited by 1)

Click to download BibTeX data C. Liu, K. Lekkala, L. Itti, World Model Based Sim2Real Transfer for Visual Navigation, arXiv preprint arXiv:2310.18847, 2023. [ArXiv Preprint] (Cited by 7)

Click to download BibTeX data K. Lekkala, H. Bao, S. Sontakke, L. Itti, Value Explicit Pretraining for Goal-Based Transfer Learning, arXiv preprint arXiv:2312.12339, 2023. [ArXiv Preprint] (Cited by 7)

Click to download BibTeX data I. Fostiropoulos, B. Brown, L. Itti, Reproducibility Requires Consolidated Artifacts, arXiv preprint arXiv:2305.12571, 2023. [ArXiv Preprint] (Cited by 1)

Click to download BibTeX data G. Sahin, L. Itti, HOOT: Heavy Occlusions in Object Tracking Benchmark, In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 4830--4839, Jan 2023. [2023 acceptance rate: 35%] (Cited by 2)

Click to download BibTeX data Y. Ge, Z. Xu, Y. Xiao, G. Xin, Y. Pang, L. Itti, Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization, In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 4761--4769, Jan 2023. [2023 acceptance rate: 35%] (Cited by 2)

Click to download BibTeX data A. Rios, N. Ahuja, I. Ndiour, U. Genc, L. Itti, O. Tickoo, incDFM: Incremental Deep Feature Modeling for Continual Novelty Detection, In: European Conference on Computer Vision (ECCV), pp. 588--604, Oct 2022. [2022 acceptance rate: 28%] (Cited by 5)

Click to download BibTeX data Y. Ge, Y. Xiao, Z. Xu, X. Wang, L. Itti, Contributions of Shape, Texture, and Color in Visual Recognition, In: European Conference on Computer Vision, pp. 369--386, Oct 2022. [2022 acceptance rate: 28%] (Cited by 7)

Click to download BibTeX data Y. Ge, H. Behl, J. Xu, S. Gunasekar, N. Joshi, Y. Song, X. Wang, L. Itti, V. Vineet, Neural-Sim: Learning to Generate Training Data with NeRF, In: European Conference on Computer Vision, pp. 477--493, Oct 2022. [2022 acceptance rate: 28%] (Cited by 15)

Click to download BibTeX data S. Roychowdhury, S. Sontakke, L. Itti, M. Sarkar, M. Aggarwal, P. Badjatiya, N. Puri, B. Krishnamurthy, SHERLock: Self-Supervised Hierarchical Event Representation Learning, In: 2022 26th International Conference on Pattern Recognition (ICPR), IEEE, pp. 2672--2678, Aug 2022. [2022 acceptance rate: 52%] (Cited by 3)

Click to download BibTeX data S. Wen, L. Itti, Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system, arXiv preprint arXiv:1910.04279, 2021. [ArXiv Preprint] (Cited by 2)

Click to download BibTeX data Y. Ge, S. Abu-El-Haija, G. Xin, L. Itti, Zero-shot Synthesis with Group-Supervised Learning, In: International Conference on Learning Representations (ICLR'21), pp. 1-16, 2021. [2021 acceptance rate: 28.7%] (Cited by 29)

Click to download BibTeX data G. Sahin, L. Itti, Multi-Task Occlusion Learning for Real-Time Visual Object Tracking, In: 2021 IEEE International Conference on Image Processing (ICIP), IEEE, pp. 524--528, 2021. [2020 acceptance rate: 47.9%] (Cited by 3)

Click to download BibTeX data Y. Ge, Y. Xiao, Z. Xu, M. Zheng, S. Karanam, T. Chen, L. Itti, Z. Wu, A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts, In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 2195--2204, 2021. [2021 acceptance rate: 23.7%] (Cited by 38)

Click to download BibTeX data Y. Ge, Z. Xu, Y. Xiao, G. Xin, Y. Pang, L. Itti, Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization, arXiv preprint arXiv:2112.03163, 2021. [ArXiv Preprint] (Cited by 26)

Click to download BibTeX data Y. Ge, Y. Pang, L. Li, L. Itti, Graph Autoencoder for Graph Compression and Representation Learning, In: Neural Compression: From Information Theory to Applications--Workshop of ICLR 2021, pp. 1-9, 2021. (Cited by 3)

Click to download BibTeX data K. Lekkala, L. Itti, Shaped Policy Search for Evolutionary Strategies using Waypoints, In: 021 IEEE International Conference on Robotics and Automation (ICRA 2021), pp. 9093-9100, May 2021. [2021 acceptance rate: 45%] (Cited by 1)

Click to download BibTeX data S. A. Sontakke, S. Roychowdhury, M. Sarkar, N. Puri, B. Krishnamurthy, L. Itti, Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms, arXiv preprint arXiv:2109.03813, 2021. [ArXiv Preprint] (Cited by 1)

Click to download BibTeX data Y. Ge, G. Xin, Z. Xu, Y. Xiao, Y. Pang, H. Yining, L. Itti, Generative Auto-Encoder: Controllable Synthesis with Disentangled Exploration, 2020. [ArXiv Preprint] (Cited by 26)

Click to download BibTeX data J. T. Leksut, J. Zhao, L. Itti, Learning visual variation for object recognition, Image and Vision Computing, pp. 1-11, Elsevier, 2020. [2020 impact factor: 4.48] (Cited by 10)

Click to download BibTeX data S. Roychowdhury, S. A. Sontakke, N. Puri, M. Sarkar, M. Aggarwal, P. Badjatiya, B. Krishnamurthy, L. Itti, Unsupervised Hierarchical Concept Learning, arXiv preprint arXiv:2010.02556, 2020. [ArXiv Preprint]

Click to download BibTeX data Y. Ge, S. Abu-El-Haija, G. Xin, L. Itti, Zero-shot Synthesis with Group-Supervised Learning, arXiv preprint arXiv:2009.06586, 2020. [ArXiv Preprint] (Cited by 29)

Click to download BibTeX data S. Wen, A. Rios, Y. Ge, L. Itti, Beneficial Perturbation Network for designing general adaptive artificial intelligence systems, arXiv preprint arXiv:2009.13954, 2020. [ArXiv Preprint] (Cited by 17)

Click to download BibTeX data A. Rios, L. Itti, Closed-Loop Memory GAN for Continual Learning, In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence Main track (IJCAI'19), pp. 3332-3338, Aug 2019. (Cited by 52)

Click to download PDF version Click to download BibTeX data Clik to view abstract K. Okamoto, L. Itti, P. Tsiotras, Vision-Based Autonomous Path Finding Using a Human Driver Control Model with Reliable Input-Feature Value Estimation, IEEE Transactions on Intelligent Vehicles, pp. 1-10, Feb 2019. (Cited by 22)

Click to download PDF version Click to download BibTeX data Clik to view abstract G. Zhang, D. Zhu, X. Liu, M. Chen, L. Itti, Y. Luo, J. Lu, Multi-scale pulmonary nodule classification with deep feature fusion via residual network, Journal of Ambient Intelligence and Humanized Computing, pp. 1-12, Springer, Nov 2018. [2017 impact factor: 1.423] (Cited by 7)

Click to download PDF version Click to download BibTeX data Clik to view abstract D. Zhu, L. Dai, Y. Luo, G. Zhang, X. Shao, L. Itti, J. Lu, Multi-Scale Adversarial Feature Learning for Saliency Detection, Symmetry, Vol. 10, No. 10, pp. 1-10, Oct 2018. [2018 impact factor: 1.256] (Cited by 21)

Click to download PDF version Click to download BibTeX data Clik to view abstract D. Zhu, Y. Luo, L. Dai, X. Shao, Q. Zhou, L. Itti, J. Lu, Salient object detection via a local and global method based on deep residual network, Journal of Visual Communication and Image Representation, Vol. 54, pp. 1-9, Elsevier, Jul 2018. [2017 impact factor: 1.836] (Cited by 22)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. K. Chang, J. Zhao, L. Itti, DeepVP: Deep Learning for Vanishing Point Detection on 1 Million Street View Images, In: Proc. IEEE International Conference on Robotics and Automation (ICRA), IEEE, pp. 1-8, May 2018. [2018 acceptance rate: 40.0%] (Cited by 52)

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Windau, L. Itti, Inertial Machine Monitoring System for Automated Failure Detection, In: Proc. IEEE International Conference on Robotics and Automation (ICRA), pp. 93-98, May 2018. [2018 acceptance rate: 40.0%] (Cited by 18)

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Zhao, L. Itti, shapeDTW: shape Dynamic Time Warping, Pattern Recognition, pp. 171--184, Feb 2018. [2017 impact factor: 3.962] (Cited by 194)

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Zhao, L. Itti, Improved Deep Learning of Object Category using Pose Information, In: Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA, pp. 1-10, Mar 2017. [2017 acceptance rate: 44%] (Cited by 7)

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Zhao, C. K. Chang, L. Itti, Learning to Recognize Objects by Retaining other Factors of Variation, In: Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA, pp. 1-9, Mar 2017. [2017 acceptance rate: 44%] (Cited by 10)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 83)

Click to download BibTeX data Clik to view abstract J. Zhao, L. Itti, Decomposing Time Series with application to Temporal Segmentation, In: Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, pp. 1-9, Mar 2016. [2016 first round acceptance rate: 34%] (Cited by 19)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 73)

Click to download BibTeX data C. Siagian, L. Itti, Impact of Neuroscience in Robotic Vision Localization and Navigation, (Q. Zhao Ed.), Springer Singaore, Sep 2016. (Cited by 1)

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Zhao, L. Itti, Classifying Time Series using Local Descriptors with Hybrid Sampling, IEEE Transactions on Knowledge and Data Engineering, Vol. 28, No. 3, pp. 623-637, Mar 2016. [2015 impact factor: 2.476] (Cited by 44)

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Zhao, C. Siagian, L. Itti, Fixation Bank: Learning to Reweight Fixation Candidates, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, MA, pp. 3174-3182, Jun 2015. [2015 acceptance rate: 28%] (Cited by 14)

Click to download PDF version Click to download BibTeX data Clik to view abstract F. Baluch, L. Itti, Mining videos for features that drive attention, In: Multimedia Data Mining and Analytics, (A. K. Baughman, J. Gao, J. Pan, V. A. Petrushin Ed.), pp. 311-326, Apr 2015. (Cited by 6)

Click to download PDF version Click to download BibTeX data Clik to view abstract S. Filipe, L. Itti, L. A. Alexandre, BIK-BUS: Biologically Motivated 3D Keypoint Based on Bottom-Up Saliency, IEEE Transactions on Image Processing, Vol. 24, No. 1, pp. 163-175, Jan 2015. [2013 impact factor: 3.111] (Cited by 31)

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. (Cited by 2)

Click to download BibTeX data K. Thakoor, N. Mante, C. Siagian, J. D. Weiland, L. Itti, G. Medioni, A System for Assisting the Visually Impaired in Localization and Grasp of Desired Objects, In: Proc. European Conference on Computer Vision (ECCV), Workshop on Assistive Computer Vision and Robotics, Zurich, Switzerland, Sep 2014. (Cited by 26)

Click to download BibTeX data Clik to view abstract P. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, Eye-tracking method and system for screening human diseases, University of Southern California and Queen's University, Aug 2014. [Patent/Copyright]

Click to download PDF version Click to download BibTeX data A. McNamara, K. Mania, G. Koulieris, L. Itti, Attention-aware rendering, mobile graphics and games, In: Proceeding ACM SIGGRAPH 2014 Courses, pp. 6.1 - 6.119, Aug 2014. (Cited by 11)

Click to download PDF version Click to download BibTeX data Clik to view abstract R. Kasturi, D. Goldgof, R. Ekambaram, G. Pratt, E. Krotkov, D. D. Hackett, Y. Ran, Q. Zheng, R. Sharma, M. Anderson, M. Peot, M. Aguilar, D. Khosla, Y. Chen, K. Kim, L. Elazary, R. C. Voorhies, D. F. Parks, L. Itti, Performance Evaluation of Neuromorphic-Vision Object Recognition Algorithms, In: Proc. 22nd International Conference on Pattern Recognition (ICPR'14), Stockholm, Sweden, Aug 2014.

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 74)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 257)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 19)

Click to download BibTeX data 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 61)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 141)

Click to download PDF version Click to download BibTeX data Clik to view abstract R. C. Voorhies, L. Elazary, L. Itti, Neuromorphic Bayesian Surprise for Far-Range Event Detection, In: Proc. 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Beijing, China, Sep 2012. [2012 acceptance rate: 47.2%] (Cited by 3)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 29)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 141)

Click to download PDF version Click to download BibTeX data Clik to view abstract 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 169)

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 10)

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

Click to download BibTeX data Clik to view abstract C.-K. Chang, C. Siagian, L. Itti, Mobile robot vision navigation and obstacle avoidance based on gist and saliency algorithms, In: Proc. Vision Science Society Annual Meeting (VSS11), May 2011. (Cited by 5)

Click to download BibTeX data Clik to view abstract A-Y. D. Chiang, D. J. Berg, L. Itti, Saliency, Memory, and Attention Capture in Marketing, In: Proc. Vision Science Society Annual Meeting (VSS11), May 2011. (Cited by 2)

Click to download PDF version Click to download BibTeX data Clik to view abstract Z. Li, L. Itti, Saliency and Gist Features for Target Detection in Satellite Images, IEEE Transactions on Image Processing, Vol. 20, No. 7, pp. 2017-2029, 2011. [2009 impact factor: 2.848] (Cited by 209)

Click to download PDF version Click to download BibTeX data Z. Li, S. Qin, L. Itti, Visual attention guided bit allocation in video compression, Image and Vision Computing, Vol. 29, No. 1, pp. 1-14, Jan 2011. [2009 Impact Factor: 1.474] (Cited by 282)

Click to download PDF version Click to download BibTeX data Clik to view abstract D. F. Parks, A. Jain, J. McInerney, L. Itti, GPGPU-based real-time object detection and recognition system, In: Proc. Vision Science Society Annual Meeting (VSS10), May 2010. (Cited by 1)

Click to download BibTeX data Clik to view abstract R. C. Voorhies, L. Elazary, L. Itti, Application of a Bottom-Up Visual Surprise Model for Event Detection in Dynamic Natural Scenes, In: Proc. Vision Science Society Annual Meeting (VSS10), May 2010. (Cited by 5)

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. (Cited by 164)

Click to download BibTeX data Clik to view abstract Z. Li, L. Itti, Gist Based Top-Down Templates for Gaze Prediction, In: Proc. Vision Science Society Annual Meeting (VSS09), May 2009. (Cited by 2)

Click to download PDF version Click to download BibTeX data K. Mitchell, Do Men and Women Take Different Photos?, Popular Photography, Jan 2009.

Click to download PDF version Click to download BibTeX data E. Grasso, Come rimanere 'a bocca aperta' da adulti, Yahoo Italia Notizie, Jan 2009.

Click to download PDF version Click to download BibTeX data A. Anonymous, Huha-faktorral vizsgaljak a meglepetest, Index.hu, Jan 2009.

Click to download PDF version Click to download BibTeX data L. Geddes, Model of surprise has 'wow' factor built in, New Scientist, Jan 2009.

Click to download PDF version Click to download BibTeX data E. Byrne, Surprise moves eyes, Primary Visual Cortex, Oct 2008.

Click to download PDF version Click to download BibTeX data N. Matthews, The Photographer's Guide to the Eye, Popular Photography, Aug 2008.

Click to download PDF version Click to download BibTeX data Clik to view abstract A. Anonymous, Professors Win Okawa Research Awards, USC Press release, Aug 2008.

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 363)

Click to download PDF version Click to download BibTeX data Clik to view abstract R. J. Peters, L. Itti, Congruence between model and human attention reveals unique signatures of critical visual events, In: Advances in Neural Information Processing Systems, Vol. 20 (NIPS*2007), pp. 1145-1152, Cambridge, MA:MIT Press, Jun 2008. [2007 oral acceptance rate: 10.4%] (Cited by 35)

Click to download PDF version Click to download BibTeX data Clik to view abstract R. J. Peters, L. Itti, Applying computational tools to predict gaze direction in interactive visual environments, ACM Transactions on Applied Perception, Vol. 5, No. 2, p. Article 8, 2008. (Cited by 153)

Click to download PDF version Click to download BibTeX data A. Anonymous, Soon, robots with human gaze, The Times of India, Oct 2007.

Click to download PDF version Click to download BibTeX data B. Dume, Virtual human has a roving eye, The New Scientist, Oct 2007.

Click to download PDF version Click to download BibTeX data A. Anonymous, The next generation of innovators, www.usc.edu main site, Oct 2007.

Click to download PDF version Click to download BibTeX data A. Anonymous, SeaBee II Swims for USC in This Week's International Underwater Robot Contest, www.exduco.net - Graduate schools and programs guide, Jul 2007.

Click to download PDF version Click to download BibTeX data Clik to view abstract R. J. Peters, L. Itti, Beyond bottom-up: Incorporating task-dependent influences into a computational model of spatial attention, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2007. [2007 acceptance rate: 28%] (Cited by 353)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Scott, Technical Article: Don't let Colours Hide the Alarms!, The Industrial Ethernet Book, Mar 2007.

Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, Modeling what attracts human gaze over dynamic natural scenes, In: Computational Vision in Neural and Machine Systems, (L. Harris, M. Jenkin Ed.), Cambridge, MA:Cambridge University Press, 2006. (Cited by 791)

Click to download PDF version Click to download BibTeX data A. Anonymous, Beobots, USC Computer Science main site rolling featured research, Sep 2006.

Click to download PDF version Click to download BibTeX data Clik to view abstract V. Navalpakkam, L. Itti, An Integrated Model of Top-down and Bottom-up Attention for Optimal Object Detection, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2049-2056, Jun 2006. [2006 acceptance rate: 28%] (Cited by 567)

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Bonaiuto, L. Itti, The Use of Attention and Spatial Information for Rapid Facial Recognition in Video, Image and Vision Computing, Vol. 24, No. 6, pp. 557-563, Jun 2006. [2004 impact factor: 1.159] (Cited by 26)

Click to download BibTeX data Clik to view abstract T. N. Mundhenk, J. Everist, C. Landauer, L. Itti, K. Bellman, Distributed biologically-based real-time tracking in the absence of prior target information, In: Proc. SPIE International Conference on Intelligent Robots and Computer Vision XXIII: Algorithms, Techniques, and Active Vision, (D. P. Casasent, E. L. Hall, J. Roning Ed.), Vol. 6006, pp. 142-153, Bellingham, WA:SPIE Press, Oct 2005. (Cited by 10)

Click to download PDF version Click to download BibTeX data Clik to view abstract E. Gaona, Below and beyond -- Students show off underwater crafts at S.D. competition, San Diego Union Tribune, Aug 2005.

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Bonaiuto, L. Itti, Combining attention and recognition for rapid scene analysis, In: Proc. IEEE-CVPR Workshop on Attention and Performance in Computer Vision (WAPCV'05), San Diego, California, pp. 1-6, Jun 2005. (Cited by 41)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. Siagian, L. Itti, Gist: A Mobile Robotics Application of Context-Based Vision in Outdoor Environment, In: Proc. IEEE-CVPR Workshop on Attention and Performance in Computer Vision (WAPCV'05), San Diego, California, pp. 1-7, Jun 2005. (Cited by 46)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, A Principled Approach to Detecting Surprising Events in Video, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 631-637, Jun 2005. [2005 acceptance rate: 28%] (Cited by 538)

Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, A surprise theory of attention, In: Proc. Vision Science Society Annual Meeting (VSS05), May 2005. (Cited by 791)

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 44)

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. (Cited by 422)

Click to download BibTeX data Clik to view abstract D. R. Edgington, I. Kerkez, D. Oliver, L. Kuhnz, D. Cline, D. Walther, L. Itti, Detecting Benthic Megafauna in Underwater Video, In: Proc. 2004 AGU Fall Meeting (AVED), Vol. 85, No. 47, p. OS43B/0551, Dec 2004. (Cited by 3)

Click to download PDF version Click to download BibTeX data Clik to view abstract T. N. Mundhenk, C. Landauer, K. Bellman, M. A. Arbib, L. Itti, Teaching the computer subjective notions of feature connectedness in a visual scene for real time vision, In: Proc. SPIE Conference on Intelligent Robots and Computer Vision XXII: Algorithms, Techniques, and Active Vision, (D. P. Casasent, E. L. Hall, J. Roning Ed.), Vol. 5608, pp. 136-147, Bellingham, WA:SPIE Press, Oct 2004. (Cited by 3)

Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, A Surprising Theory of Attention, In: Proc. IEEE Workshop on Applied Imagery and Pattern Recognition (AIPR), Oct 2004. (Cited by 15)

Click to download BibTeX data Clik to view abstract P. Natarajan, T. N. Mundhenk, K. Bellman, L. Itti, M. A. Arbib, Camera localization methods for intelligent room systems using RF techniques, In: Proc. SPIE International Conference on Intelligent Robots and Computer Vision XXII: Algorithms, Techniques, and Active Vision, (D. P. Casasent, E. L. Hall, J. Roning Ed.), Vol. 5608, pp. 177-187, Bellingham, WA:SPIE Press, Oct 2004. (Cited by 5)

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 30)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, Automatic Foveation for Video Compression Using a Neurobiological Model of Visual Attention, IEEE Transactions on Image Processing, Vol. 13, No. 10, pp. 1304-1318, Oct 2004. [2003 impact factor: 2.642] (Cited by 992)

Click to download BibTeX data Clik to view abstract K. Patch, Model keeps virtual eyes right, Technology Research News, Mar 2004.

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, The iLab Neuromorphic Vision C++ Toolkit: Free tools for the next generation of vision algorithms, The Neuromorphic Engineer, Vol. 1, No. 1, p. 10, Mar 2004. (Cited by 35)

Click to download PDF version Click to download BibTeX data Clik to view abstract T. N. Mundhenk, V. Navalpakkam, H. Makaliwe, S. Vasudevan, L. Itti, Biologically inspired feature based categorization of objects, In: Proc. SPIE Human Vision and Electronic Imaging IX (HVEI04), San Jose, CA, (B. Rogowitz, T. N. Pappas Ed.), Vol. 5292, Bellingham, WA:SPIE Press, Jan 2004. (Cited by 7)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, Automatic Attention-Based Prioritization of Unconstrained Video for Compression, In: Proc. SPIE Human Vision and Electronic Imaging IX (HVEI04), San Jose, CA, (B. Rogowitz, T. N. Pappas Ed.), Vol. 5292, pp. 272-283, Bellingham, WA:SPIE Press, Jan 2004. (Cited by 17)

Click to download BibTeX data K. Kincade, For the modern-day robot, seeing is nearing believing, Laser Focus World, Nov 2003.

Click to download PDF version Click to download BibTeX data Clik to view abstract T. N. Mundhenk, C. Ackerman, D. Chung, N. Dhavale, B. Hudson, R. Hirata, E. Pichon, Z. Shi, A. Tsui, L. Itti, Low-cost high-performance mobile robot design utilizing off-the-shelf parts and the Beowulf concept: the Beobot project, In: Proc. SPIE Conference on Intelligent Robots and Computer Vision XXI: Algorithms, Techniques, and Active Vision, pp. 293-303, Bellingham, WA:SPIE Press, Oct 2003. (Cited by 11)

Click to download PDF version Click to download BibTeX data Clik to view abstract T. N. Mundhenk, N. Dhavale, S. Marmol, E. Calleja, V. Navalpakkam, K. Bellman, C. Landauer, M. A. Arbib, L. Itti, Utilization and viability of biologically-inspired algorithms in a dynamic multi-agent camera surveillance system, In: Proc. SPIE Conference on Intelligent Robots and Computer Vision XXI: Algorithms, Techniques, and Active Vision, pp. 281-292, Bellingham, WA:SPIE Press, Oct 2003. (Cited by 5)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, N. Dhavale, F. Pighin, Realistic Avatar Eye and Head Animation Using a Neurobiological Model of Visual Attention, In: Proc. SPIE 48th Annual International Symposium on Optical Science and Technology, (B. Bosacchi, D. B. Fogel, J. C. Bezdek Ed.), Vol. 5200, pp. 64-78, Bellingham, WA:SPIE Press, Aug 2003. (Cited by 395)

Click to download PDF version Click to download BibTeX data Clik to view abstract N. Dhavale, L. Itti, Saliency-Based Multi-Foveated MPEG Compression, In: Proc. IEEE Seventh International Symposium on Signal Processing and its Applications, Paris, France, pp. 229-232, Jul 2003. (Cited by 56)

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 50)

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. (Cited by 791)

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 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 139)

Click to download PDF version Click to download BibTeX data Clik to view abstract T. N. Mundhenk, L. Itti, A Model of Contour Integration in Early Visual Cortex, In: Lecture Notes in Computer Science, Vol. 2525, pp. 80-89, Nov 2002. (Cited by 13)

Click to download PDF version Click to download BibTeX data Clik to view abstract D. Walther, L. Itti, M. Riesenhuber, T. Poggio, C. Koch, Attentional Selection for Object Recognition - a Gentle Way, In: Lecture Notes in Computer Science, Vol. 2525, pp. 472-479, Nov 2002. (Cited by 352)

Click to download PDF version Click to download BibTeX data Clik to view abstract D. Chung, R. Hirata, T. N. Mundhenk, J. Ng, R. J. Peters, E. Pichon, A. Tsui, T. Ventrice, D. Walther, P. Williams, L. Itti, A New Robotics Platform for Neuromorphic Vision: Beobots, In: Lecture Notes in Computer Science, Vol. 2525, pp. 558-566, Nov 2002. (Cited by 23)

Click to download PDF version Click to download BibTeX data La percezione dell'ambiente: i robot non si fermano, Programmazione.it, Oct 2002.

Click to download PDF version Click to download BibTeX data Clik to view abstract J. C. Diop, Upstream: Robotic Vision, Neuroscience-based strategies give robots a new outlook, Technology Review, Vol. 105, No. 8, p. 33, Oct 2002.

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, Toward highly capable neuromorphic autonomous robots: beobots, In: Proc. SPIE 47 Annual International Symposium on Optical Science and Technology, (B. Bosacchi, D. B. Fogel, J. C. Bezdek Ed.), Vol. 4787, pp. 37-45, Bellingham, WA:SPIE Press, Dec 2002. (Cited by 3)

Click to download PDF version Click to download BibTeX data Clik to view abstract D. Chung, L. Itti, Object recognition in the early visual system, In: Proc. 9th Joint Symposium on Neural Computation (JSNC'02), Pasadena, California, May 2002. (Cited by 13)

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Ng, R. Hirata, T. N. Mundhenk, E. Pichon, A. Tsui, T. Ventrice, P. Williams, L. Itti, Towards Visually-Guided Neuromorphic Robots: Beobots, In: Proc. 9th Joint Symposium on Neural Computation (JSNC'02), Pasadena, California, May 2002. (Cited by 3)

Click to download BibTeX data Clik to view abstract E. Pichon, L. Itti, Real-Time High-Performance Attention Focusing for Outdoors Mobile Beobots, In: Proc. AAAI Spring Symposium, Stanford, CA (AAAI-TR-SS-02-04), p. 63, Mar 2002. (Cited by 9)

Click to download BibTeX data Clik to view abstract L. Itti, Neuromorphic Attentional Selection for Efficient Allocation of Computing Resources, In: Proc. Virtual Worlds and Simulation Conference, San Antonio, Texas, Jan 2002. (Cited by 17)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, Real-Time High-Performance Attention Focusing in Outdoors Color Video Streams, In: Proc. SPIE Human Vision and Electronic Imaging VII (HVEI'02), San Jose, CA, (B. Rogowitz, T. N. Pappas Ed.), pp. 235-243, Bellingham, WA:SPIE Press, Jan 2002. (Cited by 49)

Click to download PDF version Click to download BibTeX data Clik to view abstract F. Miau, C. Papageorgiou, L. Itti, Neuromorphic algorithms for computer vision and attention, In: Proc. SPIE 46 Annual International Symposium on Optical Science and Technology, (B. Bosacchi, D. B. Fogel, J. C. Bezdek Ed.), Vol. 4479, pp. 12-23, Bellingham, WA:SPIE Press, Nov 2001. (Cited by 68)

Click to download PDF version Click to download BibTeX data Clik to view abstract F. Miau, L. Itti, A Neural Model Combining Attentional Orienting to Object Recognition: Preliminary Explorations on the Interplay Between Where and What, In: Proc. IEEE Engineering in Medicine and Biology Society (EMBS), Istanbul, Turkey, pp. 789-792, Oct 2001. (Cited by 41)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, C. Gold, C. Koch, Visual Attention and Target Detection in Cluttered Natural Scenes, Optical Engineering, Vol. 40, No. 9, pp. 1784-1793, Sep 2001. [1999 impact factor: 1.171] (Cited by 161)

Click to download PDF version Click to download BibTeX data Clik to view abstract E. Niebur, L. Itti, C. Koch, Controlling the Focus of Visual Selective Attention, In: Models of Neural Networks IV, (L. Van Hemmen, E. Domany, J. Cowan Ed.), Springer Verlag, Aug 2001. (Cited by 33)

Click to download BibTeX data Clik to view abstract C. Koch, L. Itti, Computation of Intrinsic Perceptual Saliency in Visual Environments, and Applications, California Institute of Technology, Pasadena, California, Jul 2001. [Patent/Copyright]

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, C. Koch, Feature Combination Strategies for Saliency-Based Visual Attention Systems, Journal of Electronic Imaging, Vol. 10, No. 1, pp. 161-169, Jan 2001. [1999 impact factor: 0.667] (Cited by 617)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, C. Koch, A saliency-based search mechanism for overt and covert shifts of visual attention, Vision Research, Vol. 40, No. 10-12, pp. 1489-1506, May 2000. [1998 impact factor: 1.809] (Cited by 4193)

Click to download BibTeX data Clik to view abstract J. Selim, Hidden in Plain Sight, Discover Magazine, p. 16, May 2000.

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, Models of Bottom-Up and Top-Down Visual Attention, California Institute of Technology, Jan 2000. [Ph.D. Thesis] (Cited by 418)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, C. Koch, Target Detection using Saliency-Based Attention, In: Proc. RTO/SCI-12 Workshop on Search and Target Acquisition (NATO Unclassified), Utrecht, The Netherlands, RTO-MP-45 AC/323(SCI)TP/19, pp. 3.1-3.10, Jun 1999. (Cited by 44)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, C. Koch, Comparison of Feature Combination Strategies for Saliency-Based Visual Attention Systems, In: Proc. SPIE Human Vision and Electronic Imaging IV (HVEI'99), San Jose, CA, Vol. 3644, pp. 473-82, Bellingham, WA:SPIE Press, Jan 1999. (Cited by 308)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, C. Koch, E. Niebur, A Model of Saliency-Based Visual Attention for Rapid Scene Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 11, pp. 1254-1259, Nov 1998. [1998 impact factor: 1.417] (Cited by 14313)

 

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