21 citations · 50 across the 18 of their papers we have counts for
5 papers · 1 filter
A Deep Learning Approach to Drone Monitoring
Yueru Chen, Pranav Aggarwal, Jongmoo Choi +1
A drone monitoring system that integrates deep-learning-based detection and tracking modules is proposed in this work. The biggest challenge in adopting deep learning methods for d…
A Saak Transform Approach to Efficient, Scalable and Robust Handwritten Digits Recognition
Yueru Chen, Zhuwei Xu, Shanshan Cai +2
An efficient, scalable and robust approach to the handwritten digits recognition problem based on the Saak transform is proposed in this work. First, multi-stage Saak transforms ar…
On Data-Driven Saak Transform
C. -C. Jay Kuo, Yueru Chen
Being motivated by the multilayer RECOS (REctified-COrrelations on a Sphere) transform, we develop a data-driven Saak (Subspace approximation with augmented kernels) transform in t…
Design, Analysis and Application of A Volumetric Convolutional Neural Network
Xiaqing Pan, Yueru Chen, C. -C. Jay Kuo
The design, analysis and application of a volumetric convolutional neural network (VCNN) are studied in this work. Although many CNNs have been proposed in the literature, their de…
3D Shape Retrieval via Irrelevance Filtering and Similarity Ranking (IF/SR)
Xiaqing Pan, Yueru Chen, C. -C. Jay Kuo
A novel solution for the content-based 3D shape retrieval problem using an unsupervised clustering approach, which does not need any label information of 3D shapes, is presented in…