Visual Attention, Object Detection, Deep Learning, Computer Vision
Laboratory for Active and Attentive Vision
Department of Electrical Engineering and Computer Science
I am a PhD student in the Electrical Engineering and Computer Science department at York University, Toronto, Canada. I am a member of the Laboratory of Active and Attentive Vision (LAAV) and my supervisor is John Tsotsos. My PhD research focuses on visual attention in deep learning for recognition tasks such as classification, detection and segmentation. I am investigating various ways of integrating the Selective Tuning (ST) model of visual attention into the Convolutional Neural Networks (CNN).
I completed my Master's degree at Concordia University, Montreal, Canada in 2013. I was part of the Center for Pattern Recognition and Machine Intelligence (CENPARMI) and finished my program under the supervision of Ching Suen. I worked on probabilistic kernel models in handwritten recognition.