AI RESEARCH

No Dense Tensors Needed: Fully Sparse Object Detection on Event-Camera Voxel Grids

arXiv CS.CV

ArXi:2603.21638v1 Announce Type: new Event cameras produce asynchronous, high-dynamic-range streams well suited for detecting small, fast-moving drones, yet most event-based detectors convert the sparse event stream into dense tensors, discarding the representational efficiency of neuromorphic sensing.