Extreme Low Resolution Activity Recognition with Confident Spatial-Temporal Attention Transfer

no code implementations • 9 Sep 2019 • Yucai Bai, Qin Zou, Xieyuanli Chen, Lingxi Li, Zhengming Ding, Long Chen

Given the fact that one same activity may be represented by videos in both high resolution (HR) and extreme low resolution (eLR), it is worth studying to utilize the relevant HR data to improve the eLR activity recognition.

Activity Recognition Privacy Preserving +1

Monocular Outdoor Semantic Mapping with a Multi-task Network

no code implementations • 17 Jan 2019 • Yucai Bai, Lei Fan, Ziyu Pan, Long Chen

First, with the correlation of underlying information between depth and semantic prediction, a novel multi-task Convolutional Neural Network (CNN) is designed for joint prediction.

3D Reconstruction Autonomous Driving +2