Object-level attention for aesthetic rating distribution prediction

• Main Authors: Hou, Jingwen, Yang, Sheng, Lin, Weisi
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Image Aesthetic Assessment; Object Detection
• Online Access: https://hdl.handle.net/10356/144332
• Institution: Nanyang Technological University

We study the problem of image aesthetic assessment (IAA) and aim to automatically predict the image aesthetic quality in the form of discrete distribution, which is particularly important in IAA due to its nature of having possibly higher diversification of agreement for aesthetics. Previous works s...