Spike transformer: Monocular depth estimation for spiking camera
Spiking camera is a bio-inspired vision sensor that mimics the sampling mechanism of the
primate fovea, which has shown great potential for capturing high-speed dynamic scenes …
primate fovea, which has shown great potential for capturing high-speed dynamic scenes …
Deformable neural radiance fields using rgb and event cameras
Abstract Modeling Neural Radiance Fields for fast-moving deformable objects from visual
data alone is a challenging problem. A major issue arises due to the high deformation and …
data alone is a challenging problem. A major issue arises due to the high deformation and …
Eventnerf: Neural radiance fields from a single colour event camera
Asynchronously operating event cameras find many applications due to their high dynamic
range, vanishingly low motion blur, low latency and low data bandwidth. The field saw …
range, vanishingly low motion blur, low latency and low data bandwidth. The field saw …
Event Cameras in Automotive Sensing: A Review
Event cameras (EC) represent a paradigm shift and are emerging as valuable tools in the
automotive industry, particularly for in-cabin and out-of-cabin monitoring. These cameras …
automotive industry, particularly for in-cabin and out-of-cabin monitoring. These cameras …
Evac3d: From event-based apparent contours to 3d models via continuous visual hulls
Abstract 3D reconstruction from multiple views is a successful computer vision field with
multiple deployments in applications. State of the art is based on traditional RGB frames that …
multiple deployments in applications. State of the art is based on traditional RGB frames that …
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset
Event cameras are emerging imaging technology that offers advantages over conventional
frame-based imaging sensors in dynamic range and sensing speed. Complementing the …
frame-based imaging sensors in dynamic range and sensing speed. Complementing the …
EventRPG: Event Data Augmentation with Relevance Propagation Guidance
Event camera, a novel bio-inspired vision sensor, has drawn a lot of attention for its low
latency, low power consumption, and high dynamic range. Currently, overfitting remains a …
latency, low power consumption, and high dynamic range. Currently, overfitting remains a …
Event-ID: Intrinsic Decomposition Using an Event Camera
Reconstructing 3D scenes from multi-view images is challenging, especially under extreme
scenarios. We propose Event-ID, an event-based intrinsic decomposition framework that …
scenarios. We propose Event-ID, an event-based intrinsic decomposition framework that …
How to learn a domain-adaptive event simulator?
The low-latency streams captured by event cameras have shown impressive potential in
addressing vision tasks such as video reconstruction and optical flow estimation. However …
addressing vision tasks such as video reconstruction and optical flow estimation. However …
Multimodal Neural Surface Reconstruction: Recovering the Geometry and Appearance of 3D Scenes from Events and Grayscale Images
Event cameras offer high frame rates, minimal motion blur, and excellent dynamic range. As
a result they excel at reconstructing the geometry of 3D scenes. However, their …
a result they excel at reconstructing the geometry of 3D scenes. However, their …