Neuromorphic vision: From sensors to event‐based algorithms
Sign Up to like & getrecommendations! Published in 2019 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1310
Abstract: Regardless of the marvels brought by the conventional frame‐based cameras, they have significant drawbacks due to their redundancy in data and temporal latency. This causes problem in applications where low‐latency transmission and high‐speed processing are… read more here.
Keywords: neuromorphic vision; event based; based vision; vision sensors ... See more keywords
CMOS Vision Sensors: Embedding Computer Vision at Imaging Front-Ends
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DOI: 10.1109/mcas.2018.2821772
Abstract: CMOS Image Sensors (CIS) are key for imaging technologies. These chips are conceived for capturing optical scenes focused on their surface, and for delivering electrical images, commonly in digital format. CISs may incorporate intelligence; however,… read more here.
Keywords: front ends; embedding computer; cmos vision; vision sensors ... See more keywords
Multi-Cue Event Information Fusion for Pedestrian Detection With Neuromorphic Vision Sensors
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2019.00010
Abstract: Neuromorphic vision sensors are bio-inspired cameras that naturally capture the dynamics of a scene with ultra-low latency, filtering out redundant information with low power consumption. Few works are addressing the object detection with this sensor.… read more here.
Keywords: neuromorphic vision; information; vision sensors; multi cue ... See more keywords
ViViD++ : Vision for Visibility Dataset
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.48550/arxiv.2204.06183
Abstract: In this letter, we present a dataset capturing diverse visual data formats that target varying luminance conditions. While RGB cameras provide nourishing and intuitive information, changes in lighting conditions potentially result in catastrophic failure for… read more here.
Keywords: vivid vision; vision visibility; alternative vision; dataset ... See more keywords