A deep learning approach to image quality assessment

• المؤلف الرئيسي: Feng, Yeli
• مؤلفون آخرون: Cai Yiyu
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2019
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/85493; http://hdl.handle.net/10220/50465

Deep convolutional neural networks (DCNNs) have an unchallengeable performance advantage over traditional machine learning in solving visual problems. However, DCNNs are vulnerable when the input signals are distorted or manipulated maliciously. We explore the computational modeling of image quality...