Confidence-Triggered Detection: Accelerating Real-time Tracking-by-detection Systems

no code implementations • 2 Feb 2019 • Zhicheng Ding, Zhixin Lai, Siyang Li, Panfeng Li, Qikai Yang, Edward Wong

Real-time object tracking necessitates a delicate balance between speed and accuracy, a challenge exacerbated by the computational demands of deep learning methods.

Autonomous Driving object-detection +2

DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval

no code implementations • CVPR 2015 • Jin Xie, Yi Fang, Fan Zhu, Edward Wong

Then, by imposing the Fisher discrimination criterion on the neurons in the hidden layer, we developed a novel discriminative deep auto-encoder for shape feature learning.

Retrieval

3D Deep Shape Descriptor

no code implementations • CVPR 2015 • Yi Fang, Jin Xie, Guoxian Dai, Meng Wang, Fan Zhu, Tiantian Xu, Edward Wong

Shape descriptor is a concise yet informative representation that provides a 3D object with an identification as a member of some category.

3D Shape Classification 3D Shape Retrieval +1