Browsing Electrical and Computer Engineering by Subject "deep neural networks"
Now showing items 1-4 of 4
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Degraded Reference Image Quality Assessment
(University of Waterloo, 2021-12-23)Images/videos are playing a more and more important role in the 21st century. The perceived quality of visual content often degrades during the process of acquisition, storage, transmission, display and rendering. Since ... -
Domain Knowledge Guided Testing and Training of Neural Networks
(University of Waterloo, 2021-08-26)The extensive impact of Deep Neural Networks (DNNs) on various industrial applications and research areas within the last decade can not be overstated. However, they are also subject to notable limitations, namely their ... -
Image Quality Assessment: Addressing the Data Shortage and Multi-Stage Distortion Challenges
(University of Waterloo, 2020-09-25)Visual content constitutes the vast majority of the ever increasing global Internet traffic, thus highlighting the central role that it plays in our daily lives. The perceived quality of such content can be degraded due ... -
Image/Video Compression: Human and Computer Vision Perspectives
(University of Waterloo, 2020-05-15)As we start a new decade, image and video compression should further improve to satisfy each of the human and computer visions. Human and computer visions have different perspectives on the perceived images and videos, ...