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Event-based sensing and signal processing in the visual, auditory, and olfactory domain: a review
The nervous systems converts the physical quantities sensed by its primary receptors into
trains of events that are then processed in the brain. The unmatched efficiency in information …
trains of events that are then processed in the brain. The unmatched efficiency in information …
EV-FlowNet: Self-supervised optical flow estimation for event-based cameras
Event-based cameras have shown great promise in a variety of situations where frame
based cameras suffer, such as high speed motions and high dynamic range scenes …
based cameras suffer, such as high speed motions and high dynamic range scenes …
Hots: a hierarchy of event-based time-surfaces for pattern recognition
This paper describes novel event-based spatio-temporal features called time-surfaces and
how they can be used to create a hierarchical event-based pattern recognition architecture …
how they can be used to create a hierarchical event-based pattern recognition architecture …
Development of UAV-based target tracking and recognition systems
Unmanned aerial vehicles (UAVs) are advantageous in their high maneuverability for long-
range outdoor target tracking. In this paper, we develop a UAV-based target tracking and …
range outdoor target tracking. In this paper, we develop a UAV-based target tracking and …
Neuromorphic vision: From sensors to event‐based algorithms
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 …
significant drawbacks due to their redundancy in data and temporal latency. This causes …
Spatio-temporal recurrent networks for event-based optical flow estimation
Event camera has offered promising alternative for visual perception, especially in high
speed and high dynamic range scenes. Recently, many deep learning methods have shown …
speed and high dynamic range scenes. Recently, many deep learning methods have shown …
Real-time face & eye tracking and blink detection using event cameras
Event cameras contain emerging, neuromorphic vision sensors that capture local-light
intensity changes at each pixel, generating a stream of asynchronous events. This way of …
intensity changes at each pixel, generating a stream of asynchronous events. This way of …
Pseudo-labels for supervised learning on dynamic vision sensor data, applied to object detection under ego-motion
NFY Chen - Proceedings of the IEEE conference on …, 2018 - openaccess.thecvf.com
In recent years, dynamic vision sensors (DVS), also known as event-based cameras or
neuromorphic sensors, have seen increased use due to various advantages over …
neuromorphic sensors, have seen increased use due to various advantages over …
Embedded graph convolutional networks for real-time event data processing on soc fpgas
The utilisation of event cameras represents an important and swiftly evolving trend aimed at
addressing the constraints of traditional video systems. Particularly within the automotive …
addressing the constraints of traditional video systems. Particularly within the automotive …
e-TLD: Event-Based Framework for Dynamic Object Tracking
This paper presents a long-term object tracking framework with a moving event camera
under general tracking conditions. A first of its kind for these revolutionary cameras, the …
under general tracking conditions. A first of its kind for these revolutionary cameras, the …