SNNTracker: Online High-speed Multi-Object Tracking with Spike Camera
Official implementation of our paper: SNNTracker is a biologically inspired online multi-object tracking framework for ultra-high-speed spike cameras. It leverages spiking neural dynamics and attention …
[2503.08703] SDTrack: A Baseline for Event-based Tracking ... - arXiv.org
Mar 9, 2025 · We then introduce SDTrack, a Transformer-based spike-driven tracker comprising a Spiking MetaFormer backbone and a tracking head that directly predicts normalized coordinates …
[2511.18542] Learning Scalable Temporal Representations in Spiking ...
6 days ago · Spiking neural networks (SNNs) exhibit temporal, sparse, and event-driven dynamics that make them appealing for efficient inference. However, extending these models to self-supervised …
snnTracker/README.md at main · Zyj061/snnTracker · GitHub
Official implementation of our paper: SNNTracker is a biologically inspired online multi-object tracking framework for ultra-high-speed spike cameras. It leverages spiking neural dynamics and attention …
Fully Spiking Neural Networks for Unified Frame-Event Object Tracking
May 27, 2025 · Extensive experiments across multiple benchmarks demonstrate that the proposed framework achieves superior tracking accuracy over existing methods while significantly reducing …
Driving in Spikes: An Entropy-Guided Object Detector for Spike Cameras
Nov 20, 2025 · We propose EASD, an end to end spike camera detector with a dual branch design: a Temporal Based Texture plus Feature Fusion branch for global cross slice semantics, and an …
SpikeCV - GitHub Pages
Ultra-high Temporal Resolution Visual Reconstruction from a Fovea-like Spike Camera via Spiking Neuron Model Lin Zhu, Siwei Dong, Jianing Li, Tiejun Huang, Yonghong Tian
CREST: An Efficient Conjointly-trained Spike-driven Framework for …
Dec 17, 2024 · To address these issues, we propose CREST, a novel conjointly-trained spike-driven framework to exploit spatiotemporal dynamics in event-based object detection. We introduce the …
Releases: Zyj061/snnTracker - GitHub
TPAMI 2025: SNNTracker: Online High-speed Multi-Object Tracking with Spike Camera - Releases · Zyj061/snnTracker
We first propose a transformer-based spike-driven tracker called SDTrack, which consists of a novel IPL method, a streamlined backbone, and a spike-driven tracking head.