2 citations · 4 across the 6 of their papers we have counts for
6 papers
LPDH: A Locality-Preserving Pixel-Difference Hashing Framework for Dynamic Texture Recognition
Ruxin Ding, Jianfeng Ren, Heng Yu +2
Spatiotemporal Local Binary Pattern (STLBP) is a widely used dynamic texture descriptor, but it suffers from extremely high dimensionality. To tackle this, STLBP features are often…
Face recognition on point cloud with cgan-top for denoising
Junyu Liu, Jianfeng Ren, Sunhong Liang +1
Face recognition using 3D point clouds is gaining growing interest, while raw point clouds often contain a significant amount of noise due to imperfect sensors. In this paper, an e…
GCA-SUNet: A Gated Context-Aware Swin-UNet for Exemplar-Free Counting
Yuzhe Wu, Yipeng Xu, Tianyu Xu +3
Exemplar-Free Counting aims to count objects of interest without intensive annotations of objects or exemplars. To achieve this, we propose a Gated Context-Aware Swin-UNet (GCA-SUN…
Polyphonic Sound Event Detection Using Capsule Neural Network on Multi-Type-Multi-Scale Time-Frequency Representation
Wangkai Jin, Junyu Liu, Jianfeng Ren +1
The challenges of polyphonic sound event detection (PSED) stem from the detection of multiple overlapping events in a time series. Recent efforts exploit Deep Neural Networks (DNNs…
Human Activity Recognition Using 3D Orthogonally-projected EfficientNet on Radar Time-Range-Doppler Signature
Zeyu Wang, Chenglin Yao, Jianfeng Ren +1
In radar activity recognition, 2D signal representations such as spectrogram, cepstrum and cadence velocity diagram are often utilized, while range information is often neglected.…
Attention-based Dual-stream Vision Transformer for Radar Gait Recognition
Shiliang Chen, Wentao He, Jianfeng Ren +1
Radar gait recognition is robust to light variations and less infringement on privacy. Previous studies often utilize either spectrograms or cadence velocity diagrams. While the fo…