Perceptual Digital Imaging

3

Image and Video Quality Assessment: Perception, Psychophysical Models, and Algorithms

Anush K. Moorthy, Kalpana Seshadrinathan and Alan C. Bovik

3.1 Introduction

3.2 Computational Modeling of Human Vision

3.3 Subjective Quality and Performance Evaluation

3.4 Algorithmic Measurement of Perceptual Quality

3.4.1 Image Quality Assessment

3.4.1.1 FR IQA: Human Visual System-Based Approaches

3.4.1.2 FR IQA: NSS-Based Approaches

3.4.1.3 FR IQA: Feature-Based Approaches

3.4.1.4 NR IQA: Distortion-Specific Algorithms

3.4.1.5 NR IQA: Holistic Algorithms

3.4.2 Video Quality Assessment

3.4.2.1 FR VQA: Models Based on the Human Visual System

3.4.2.2 FR VQA: Feature-Based Approaches

3.4.2.3 FR VQA: Motion Modeling-Based Approaches

3.4.2.4 NR VQA: Compression ...