Event-based video reconstruction using transformer
Event cameras, which output events by detecting spatio-temporal brightness changes, bring
a novel paradigm to image sensors with high dynamic range and low latency. Previous …
a novel paradigm to image sensors with high dynamic range and low latency. Previous …
Back to event basics: Self-supervised learning of image reconstruction for event cameras via photometric constancy
F Paredes-Vallés… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Event cameras are novel vision sensors that sample, in an asynchronous fashion,
brightness increments with low latency and high temporal resolution. The resulting streams …
brightness increments with low latency and high temporal resolution. The resulting streams …
Fast image reconstruction with an event camera
C Scheerlinck, H Rebecq, D Gehrig… - Proceedings of the …, 2020 - openaccess.thecvf.com
Event cameras are powerful new sensors able to capture high dynamic range with
microsecond temporal resolution and no motion blur. Their strength is detecting brightness …
microsecond temporal resolution and no motion blur. Their strength is detecting brightness …
Label-free event-based object recognition via joint learning with image reconstruction from events
Recognizing objects from sparse and noisy events becomes extremely difficult when paired
images and category labels do not exist. In this paper, we study label-free event-based …
images and category labels do not exist. In this paper, we study label-free event-based …
High-speed image reconstruction through short-term plasticity for spiking cameras
Fovea, located in the centre of the retina, is specialized for high-acuity vision. Mimicking the
sampling mechanism of the fovea, a retina-inspired camera, named spiking camera, is …
sampling mechanism of the fovea, a retina-inspired camera, named spiking camera, is …
Neuspike-net: High speed video reconstruction via bio-inspired neuromorphic cameras
Neuromorphic vision sensor is a new bio-inspired imaging paradigm that emerged in recent
years, which continuously sensing luminance intensity and firing asynchronous spikes …
years, which continuously sensing luminance intensity and firing asynchronous spikes …
Self-supervised joint dynamic scene reconstruction and optical flow estimation for spiking camera
Spiking camera, a novel retina-inspired vision sensor, has shown its great potential for
capturing high-speed dynamic scenes with a sampling rate of 40,000 Hz. The spiking …
capturing high-speed dynamic scenes with a sampling rate of 40,000 Hz. The spiking …
Low-light video enhancement with synthetic event guidance
Low-light video enhancement (LLVE) is an important yet challenging task with many
applications such as photographing and autonomous driving. Unlike single image low-light …
applications such as photographing and autonomous driving. Unlike single image low-light …
An asynchronous kalman filter for hybrid event cameras
Event cameras are ideally suited to capture HDR visual information without blur but perform
poorly on static or slowly changing scenes. Conversely, conventional image sensors …
poorly on static or slowly changing scenes. Conversely, conventional image sensors …
Capture the moment: High-speed imaging with spiking cameras through short-term plasticity
High-speed imaging can help us understand some phenomena that are too fast to be
captured by our eyes. Although ultra-fast frame-based cameras (eg, Phantom) can record …
captured by our eyes. Although ultra-fast frame-based cameras (eg, Phantom) can record …