2 code implementations • CVPR 2017 • Zhiming Luo, Akshaya Mishra, Andrew Achkar, Justin Eichel, Shaozi Li, Pierre-Marc Jodoin
Saliency detection aims to highlight the most relevant objects in an image.
Ranked #2 on RGB Salient Object Detection on UCF
no code implementations • 22 Sep 2016 • Prajna Paramita Dash, Akshaya Mishra, Alexander Wong
Image quality assessment (IQA) continues to garner great interest in the research community, particularly given the tremendous rise in consumer video capture and streaming.
1 code implementation • 14 Jun 2016 • Mohammad Javad Shafiee, Akshaya Mishra, Alexander Wong
Taking inspiration from biological evolution, we explore the idea of "Can deep neural networks evolve naturally over successive generations into highly efficient deep neural networks?"
no code implementations • 7 Oct 2015 • Justin A. Eichel, Akshaya Mishra, Nicholas Miller, Nicholas Jankovic, Mohan A. Thomas, Tyler Abbott, Douglas Swanson, Joel Keller
The trained real-time vehicle detector achieves an accuracy of at least $95\%$ for $1/2$ and about $78\%$ for $19/20$ of the time when tested on approximately $7, 500, 000$ video frames.