A 176 X 120 Pixel CMOS Vision Chip for Gaussian Filtering with Massivelly Parallel CDS and A/D-Conversion.
This paper conveys a proof-of-concept chip for Gaussian pyramid generation for image feature detectors. Gaussian filtering and image resizing are performed with a switchedcapacitor (SC) network. The chip is conceived as the mapping of a CMOS-3D architecture for feature detectors onto a conventional technology, with some functionality removed, and the corresponding area overhead with respect to that of a CMOS-3D architecture, but preserving masivelly parallel Correlated Double Sampling (CDS) and A/D conversion. The chip has been fabricated on a die of 5_5 mm2 with 0.18 _m CMOS technology, achieving an array of 176_120 sensing elements (pixels). The pixels are arranged in Processing Elements (PEs). Every PE comprises four photodiodes, four SC nodes, one CDS circuit, and local circuitry for one ADC. Every PE occupies an area of 44_44 _m2. The chip senses an image and computes the Gaussian pyramid with an average power consumption lower than 75 nW/pixel at 30 frames/s.
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Publicación: Congreso
1624015020480
18 de xuño de 2021
/research/publications/a-176-x-120-pixel-cmos-vision-chip-for-gaussian-filtering-with-massivelly-parallel-cds-and-ad-conversion
This paper conveys a proof-of-concept chip for Gaussian pyramid generation for image feature detectors. Gaussian filtering and image resizing are performed with a switchedcapacitor (SC) network. The chip is conceived as the mapping of a CMOS-3D architecture for feature detectors onto a conventional technology, with some functionality removed, and the corresponding area overhead with respect to that of a CMOS-3D architecture, but preserving masivelly parallel Correlated Double Sampling (CDS) and A/D conversion. The chip has been fabricated on a die of 5_5 mm2 with 0.18 _m CMOS technology, achieving an array of 176_120 sensing elements (pixels). The pixels are arranged in Processing Elements (PEs). Every PE comprises four photodiodes, four SC nodes, one CDS circuit, and local circuitry for one ADC. Every PE occupies an area of 44_44 _m2. The chip senses an image and computes the Gaussian pyramid with an average power consumption lower than 75 nW/pixel at 30 frames/s. - Manuel Suárez, Víctor M. Brea, Diego Cabello, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
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