Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking

no code implementations • 24 Sep 2022 • Shuiying Xiang, Tao Zhang, Shuqing Jiang, Yanan Han, YaHui Zhang, Chenyang Du, Xingxing Guo, Licun Yu, Yuechun Shi, Yue Hao

To our best knowledge, the performance of the Spiking SiamFC++ outperforms the existing state-of-the-art approaches in SNN-based object tracking, which provides a novel path for SNN application in the field of target tracking.

Object Object Tracking

Multi-person 3D pose estimation from a single image captured by a fisheye camera

no code implementations • Computer Vision and Image Understanding 2022 • YaHui Zhang, ShaoDi You, Sezer Karaoglu, Theo Gevers

Multi-person 3D pose estimation with absolute depths for a fisheye camera is a challenging task but with valuable applications in daily life, especially for video surveillance.

3D Human Pose Estimation 3D Pose Estimation

All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes

no code implementations • 9 Nov 2020 • YaHui Zhang, Joshua Robertson, Shuiying Xiang, MatĚJ Hejda, JuliÁn Bueno, Antonio Hurtado

All-optical binary convolution with a photonic spiking vertical-cavity surface-emitting laser (VCSEL) neuron is proposed and demonstrated experimentally for the first time.