Now showing items 1-4 of 4
Learning Based Visual Engagement and Self-Efficacy
With the advancements in the fields of Affective computing, Computer vision and Human-computer interaction, along with the exponential development of intelligent machines, the study of human mind and behavior is emerging ...
Probabilistic Open Set Recognition
Author(s):Jain, Lalit Prithviraj
Real-world tasks in computer vision, pattern recognition and machine learning often touch upon the open set recognition problem: multi-class recognition with incomplete knowledge of the world and many unknown inputs. An ...
Toward Accurate Motion Estimation with Affine Correspondences
Author(s):AlYousefi, Khaled S.
Format:born digital; doctoral dissertations
Motion estimation using visual data is an essential aspect of today's self-driving cars, autonomous drones, robotics, and many other similar applications. Most proposed algorithms use either feature-based methods, which ...
Improving Neural Networks Robustness for Computer Vision
Image classification had been a challenging task for computers until neural networks reinvented and achieved the state-of-the-art in a competition in 2012. This has changed the research direction of the computer vision ...