15 citations · 27 across the 3 of their papers we have counts for
4 papers
Adaptive Quantization for Deep Neural Network
Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Ngai-Man Cheung +1
In recent years Deep Neural Networks (DNNs) have been rapidly developed in various applications, together with increasingly complex architectures. The performance gain of these DNN…
Accessible Melanoma Detection using Smartphones and Mobile Image Analysis
T. -T. Do, T. Hoang, V. Pomponiu +6
We investigate the design of an entire mobile imaging system for early detection of melanoma. Different from previous work, we focus on smartphone-captured visible light images. Ou…
On Classification of Distorted Images with Deep Convolutional Neural Networks
Yiren Zhou, Sibo Song, Ngai-Man Cheung
Image blur and image noise are common distortions during image acquisition. In this paper, we systematically study the effect of image distortions on the deep neural network (DNN)…
Image-based Vehicle Analysis using Deep Neural Network: A Systematic Study
Yiren Zhou, Hossein Nejati, Thanh-Toan Do +2
We address the vehicle detection and classification problems using Deep Neural Networks (DNNs) approaches. Here we answer to questions that are specific to our application includin…