Microelectronic 3D Imaging and Neuromorphic Recognition for Autonomous UAVs
作者： Franco Zappa , Federica Villa , Rudi Lussana , Dennis Delic , Man Ching Joyce Mau
DOI: 10.1007/978-94-024-2021-0_17
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摘要: The article addresses the development of highly sensitive, low-light and efficient, miniature single-photon sensor technology based on Single Photon Avalanche Diode (SPAD) arrays, its integration a Flash Light Detection Ranging (LiDAR) system mounted custom built multi-rotor Unmanned Aerial System (UAS) platform, for collection real time imagery performance neuromorphic processing accurate target detection classification.
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Federica Villa, Danilo Bronzi, Yu Zou, Carmelo Scarcella, Gianluca Boso, Simone Tisa, Alberto Tosi, Franco Zappa, Daniel Durini, Sascha Weyers, Uwe Paschen, Werner Brockherde, CMOS SPADs with up to 500 μm diameter and 55% detection efficiency at 420 nm Journal of Modern Optics. ,vol. 61, pp. 102- 115 ,(2014) , 10.1080/09500340.2013.864425
Saeed Afshar, Libin George, Chetan Singh Thakur, Jonathan Tapson, Andre van Schaik, Philip de Chazal, Tara Julia Hamilton, Turn Down That Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron IEEE Transactions on Biomedical Circuits and Systems. ,vol. 9, pp. 188- 196 ,(2015) , 10.1109/TBCAS.2015.2416391
Richard James Sofatzis, Saeed Afshar, Tara Julia Hamilton, The Synaptic Kernel Adaptation Network international symposium on circuits and systems. pp. 2077- 2080 ,(2014) , 10.1109/ISCAS.2014.6865575
Federica Villa, Rudi Lussana, Danilo Bronzi, Simone Tisa, Alberto Tosi, Franco Zappa, Alberto Dalla Mora, Davide Contini, Daniel Durini, Sasha Weyers, Werner Brockherde, CMOS Imager With 1024 SPADs and TDCs for Single-Photon Timing and 3-D Time-of-Flight IEEE Journal of Selected Topics in Quantum Electronics. ,vol. 20, pp. 364- 373 ,(2014) , 10.1109/JSTQE.2014.2342197
Daniel Morrison, Dennis Delic, Mehmet Rasit Yuce, Jean-Michel Redoute, Multistage Linear Feedback Shift Register Counters With Reduced Decoding Logic in 130-nm CMOS for Large-Scale Array Applications IEEE Transactions on Very Large Scale Integration Systems. ,vol. 27, pp. 103- 115 ,(2019) , 10.1109/TVLSI.2018.2872021
Saeed Afshar, Tara Julia Hamilton, Jonathan Tapson, André van Schaik, Gregory Cohen, Investigation of Event-Based Surfaces for High-Speed Detection, Unsupervised Feature Extraction, and Object Recognition. Frontiers in Neuroscience. ,vol. 12, pp. 1047- 1047 ,(2019) , 10.3389/FNINS.2018.01047
Daniel Morrison, Simon Kennedy, Dennis Delic, Mehmet Yuce, Jean-Michel Redoute, A Triple Integration Timing Scheme for SPAD Time of Flight Imaging Sensors in 130 nm CMOS international conference on electronics, circuits, and systems. pp. 13- 16 ,(2018) , 10.1109/ICECS.2018.8617939
William F. Woods, Dennis V. Delic, Barnaby W. Smith, Leszek Swierkowski, Geoff Day, Vladimyros Devrelis, Robert A. Joyce, Object detection and recognition using laser radar incorporating novel SPAD technology Laser Radar Technology and Applications XXIV. ,vol. 11005, pp. 1100504- ,(2019) , 10.1117/12.2517869
Joyce Mau, Saeed Afshar, Tara Julia Hamilton, André van Schaik, Rudi Lussana, Aaron Panella, Jochen Trumpf, Dennis Delic, None, Embedded implementation of a random feature detecting network for real-time classification of time-of-flight SPAD array recordings Laser Radar Technology and Applications XXIV 2019. ,vol. 11005, pp. 1100505- ,(2019) , 10.1117/12.2517875