Litcius/Paper detail

Utility and Feasibility of a Center Surround Event Camera

Tobi Delbrück, Chenghan Li, Rui Graca, Brian McReynolds

20222022 IEEE International Conference on Image Processing (ICIP)13 citationsDOI

Abstract

Standard dynamic vision sensor (DVS) event cameras output a stream of spatially-independent log-intensity brightness change events so they cannot suppress spatial redundancy. Nearly all biological retinas use an antagonistic center-surround organization. This paper proposes a practical method of implementing a compact, energy-efficient Center Surround DVS (CSDVS) with a surround smoothing network that uses compact polysilicon resistors for lateral resistance. The paper includes behavioral simulation results for the CSDVS (see sites.google.com/view/csdvs/home). The CSDVS would significantly reduce events caused by low spatial frequencies, but amplify the informative high frequency spatiotemporal events.

Topics & Concepts

Redundancy (engineering)Computer scienceSmoothingBrightnessResistorComputer visionEvent (particle physics)Artificial intelligenceReal-time computingEngineeringElectrical engineeringOpticsPhysicsQuantum mechanicsOperating systemVoltageAdvanced Memory and Neural ComputingNeuroscience and Neural EngineeringNeural dynamics and brain function
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