Human Perception and Image Analysis in the Era of Machine Learning

Fundamentals of visual perception and image processing; perceptual models and machine/deep learning techniques for image and video analysis, compression, quality evaluation, and understanding; content-based retrieval; machine/deep learning techniques for visual texture analysis and perception with applications to material identification and characterization.