Event-based vision: A survey
Event cameras are bio-inspired sensors that differ from conventional frame cameras: Instead
of capturing images at a fixed rate, they asynchronously measure per-pixel brightness …
of capturing images at a fixed rate, they asynchronously measure per-pixel brightness …
Event-based neuromorphic vision for autonomous driving: A paradigm shift for bio-inspired visual sensing and perception
As a bio-inspired and emerging sensor, an event-based neuromorphic vision sensor has a
different working principle compared to the standard frame-based cameras, which leads to …
different working principle compared to the standard frame-based cameras, which leads to …
High speed and high dynamic range video with an event camera
Event cameras are novel sensors that report brightness changes in the form of a stream of
asynchronous “events” instead of intensity frames. They offer significant advantages with …
asynchronous “events” instead of intensity frames. They offer significant advantages with …
Event-based fusion for motion deblurring with cross-modal attention
Traditional frame-based cameras inevitably suffer from motion blur due to long exposure
times. As a kind of bio-inspired camera, the event camera records the intensity changes in …
times. As a kind of bio-inspired camera, the event camera records the intensity changes in …
Events-to-video: Bringing modern computer vision to event cameras
Event cameras are novel sensors that report brightness changes in the form of
asynchronous" events" instead of intensity frames. They have significant advantages over …
asynchronous" events" instead of intensity frames. They have significant advantages over …
Event-based video reconstruction via potential-assisted spiking neural network
Neuromorphic vision sensor is a new bio-inspired imaging paradigm that reports
asynchronous, continuously per-pixel brightness changes called'events' with high temporal …
asynchronous, continuously per-pixel brightness changes called'events' with high temporal …
Combining events and frames using recurrent asynchronous multimodal networks for monocular depth prediction
D Gehrig, M Rüegg, M Gehrig… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Event cameras are novel vision sensors that report per-pixel brightness changes as a
stream of asynchronous “events”. They offer significant advantages compared to standard …
stream of asynchronous “events”. They offer significant advantages compared to standard …
Bringing a blurry frame alive at high frame-rate with an event camera
Event-based cameras can measure intensity changes (called'events') with microsecond
accuracy under high-speed motion and challenging lighting conditions. With the active pixel …
accuracy under high-speed motion and challenging lighting conditions. With the active pixel …
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 …
Motion deblurring with real events
In this paper, we propose an end-to-end learning framework for event-based motion
deblurring in a self-supervised manner, where real-world events are exploited to alleviate …
deblurring in a self-supervised manner, where real-world events are exploited to alleviate …