3 papers
eess.IV2021
Transform-Based Feature Map Compression for CNN Inference
Yubo Shi, Meiqi Wang, Siyi Chen +2
To achieve higher accuracy in machine learning tasks, very deep convolutional neural networks (CNNs) are designed recently. However, the large memory access of deep CNNs will lead…
cs.CV2020
Drone LAMS: A Drone-based Face Detection Dataset with Large Angles and Many Scenarios
Yi Luo, Siyi Chen, X. -G. Ma
This work presented a new drone-based face detection dataset Drone LAMS in order to solve issues of low performance of drone-based face detection in scenarios such as large angles…
cs.CV2020
NTIRE 2020 Challenge on NonHomogeneous Dehazing
Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu +49
This paper reviews the NTIRE 2020 Challenge on NonHomogeneous Dehazing of images (restoration of rich details in hazy image). We focus on the proposed solutions and their results e…