Literature DB >> 19362896

Visual system based on artificial retina for motion detection.

Francisco Barranco1, Javier Díaz, Eduardo Ros, Begoña del Pino.   

Abstract

We present a bioinspired model for detecting spatiotemporal features based on artificial retina response models. Event-driven processing is implemented using four kinds of cells encoding image contrast and temporal information. We have evaluated how the accuracy of motion processing depends on local contrast by using a multiscale and rank-order coding scheme to select the most important cues from retinal inputs. We have also developed some alternatives by integrating temporal feature results and obtained a new improved bioinspired matching algorithm with high stability, low error and low cost. Finally, we define a dynamic and versatile multimodal attention operator with which the system is driven to focus on different target features such as motion, colors, and textures.

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Year:  2009        PMID: 19362896     DOI: 10.1109/TSMCB.2008.2009067

Source DB:  PubMed          Journal:  IEEE Trans Syst Man Cybern B Cybern        ISSN: 1083-4419


  4 in total

1.  A neuro-inspired spike-based PID motor controller for multi-motor robots with low cost FPGAs.

Authors:  Angel Jimenez-Fernandez; Gabriel Jimenez-Moreno; Alejandro Linares-Barranco; Manuel J Dominguez-Morales; Rafael Paz-Vicente; Anton Civit-Balcells
Journal:  Sensors (Basel)       Date:  2012-03-26       Impact factor: 3.847

2.  Selective change driven imaging: a biomimetic visual sensing strategy.

Authors:  Jose A Boluda; Pedro Zuccarello; Fernando Pardo; Francisco Vegara
Journal:  Sensors (Basel)       Date:  2011-11-22       Impact factor: 3.576

3.  Artificial Visual System for Orientation Detection Based on Hubel-Wiesel Model.

Authors:  Bin Li; Yuki Todo; Zheng Tang
Journal:  Brain Sci       Date:  2022-04-01

Review 4.  Event-Based Sensing and Signal Processing in the Visual, Auditory, and Olfactory Domain: A Review.

Authors:  Mohammad-Hassan Tayarani-Najaran; Michael Schmuker
Journal:  Front Neural Circuits       Date:  2021-05-31       Impact factor: 3.492

  4 in total

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