Itti, Laurent

Computational modelling of visual attention

Itti, L., & Koch, C. (2001) · Nature Reviews Neuroscience

Visual Attention and Saliency DetectionVisual perception and processing mechanisms

Cited by 4,733

Bayesian surprise attracts human attention

Itti, L., & Baldi, P. (2009) · Vision Research

Visual Attention and Saliency DetectionVisual perception and processing mechanisms

Cited by 1,224

Mechanisms of top-down attention

Baluch, F., & Itti, L. (2011) · Trends in Neurosciences

Neural and Behavioral Psychology StudiesVisual perception and processing mechanisms

Cited by 437

Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration 0

O’Neill, A., Rehman, A., Maddukuri, A., Gupta, A., Padalkar, A., Lee, A., Pooley, A., Gupta, A., Mandlekar, A., Jain, A., et al. (2024) · 2024 IEEE International Conference on Robotics and Automation (ICRA)

Robot Manipulation and LearningReinforcement Learning in Robotics

Cited by 210

Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video

White, B. J., Berg, D. J., Kan, J. Y., Marino, R. A., Itti, L., & Munoz, D. P. (2017) · Nature Communications

Visual Attention and Saliency DetectionVisual perception and processing mechanisms

Cited by 191

Visual adaptation and novelty responses in the superior colliculus: Adaptation in the SC

Boehnke, S. E., Berg, D. J., Marino, R. A., Baldi, P. F., Itti, L., & Munoz, D. P. (2011) · European Journal of Neuroscience

Visual perception and processing mechanismsNeural dynamics and brain function

Cited by 60

Third Eye: A Shopping Assistant for the Visually Impaired

Zientara, P. A., Lee, S., Smith, G. H., Brenner, R., Itti, L., Rosson, M. B., Carroll, J. M., Irick, K. M., & Narayanan, V. (2017) · Computer

Assistive Technology in Communication and MobilityGaze Tracking and Assistive Technology

Cited by 59

Performance of visually guided tasks using simulated prosthetic vision and saliency-based cues

Parikh, N., Itti, L., Humayun, M., & Weiland, J. (2013) · Journal of Neural Engineering

Tactile and Sensory InteractionsVisual Attention and Saliency Detection

Cited by 54

A collective AI via lifelong learning and sharing at the edge

Soltoggio, A., Ben-Iwhiwhu, E., Braverman, V., Eaton, E., Epstein, B., Ge, Y., Halperin, L., How, J., Itti, L., Jacobs, M. A., et al. (2024) · Nature Machine Intelligence

Domain Adaptation and Few-Shot LearningIoT and Edge/Fog Computing

Cited by 51