A Sensitive Dynamic and Active Pixel Vision Sensor for Color or Neural Imaging Applications

被引:69
|
作者
Moeys, Diederik Paul [1 ,2 ]
Corradi, Federico [3 ]
Li, Chenghan [1 ,2 ]
Bamford, Simeon A. [3 ]
Longinotti, Luca [3 ]
Voigt, Fabian F. [4 ]
Berry, Stewart [4 ]
Taverni, Gemma [1 ,2 ]
Helmchen, Fritjof [4 ]
Delbruck, Tobi [1 ,2 ]
机构
[1] Univ Zurich, Inst Neuroinformat, CH-8057 Zurich, Switzerland
[2] ETH, CH-8057 Zurich, Switzerland
[3] IniLabs GmbH, CH-8057 Zurich, Switzerland
[4] Univ Zurich, Brain Res Inst, CH-8006 Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
CMOS image sensors; biomedical optical imaging; image color analysis; neuromorphics; machine vision; discrete-event systems;
D O I
10.1109/TBCAS.2017.2759783
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Applications requiring detection of small visual contrast require high sensitivity. Event cameras can provide higher dynamic range (DR) and reduce data rate and latency, but most existing event cameras have limited sensitivity. This paper presents the results of a 180-nm Towerjazz CIS process vision sensor called SDAVIS192. It outputs temporal contrast dynamic vision sensor (DVS) events and conventional active pixel sensor frames. The SDAVIS192 improves on previous DAVIS sensors with higher sensitivity for temporal contrast. The temporal contrast thresholds can be set down to 1% for negative changes in logarithmic intensity (OFF events) and down to 3.5% for positive changes (ON events). The achievement is possible through the adoption of an in-pixel preamplification stage. This preamplifier reduces the effective intrascene DR of the sensor (70 dB for OFF and 50 dB for ON), but an automated operating region control allows up to at least 110-dB DR for OFF events. A second contribution of this paper is the development of characterization methodology for measuring DVS event detection thresholds by incorporating a measure of signal-to-noise ratio (SNR). At average SNR of 30 dB, the DVS temporal contrast threshold fixed pattern noise is measured to be 0.3%-0.8% temporal contrast. Results comparing monochrome and RGBW color filter array DVS events are presented. The higher sensitivity of SDAVIS192 make this sensor potentially useful for calcium imaging, as shown in a recording from cultured neurons expressing calcium sensitive green fluorescent protein GCaMP6f.
引用
收藏
页码:123 / 136
页数:14
相关论文
共 50 条
  • [21] Active pixel image sensor for large area medical imaging
    Karim, KS
    Vygranenko, Y
    Avila-Muñoz, A
    Striakhilev, DA
    Nathan, A
    Germann, S
    Rowlands, JA
    Belev, G
    Koughia, C
    Johanson, R
    Kasap, SO
    MEDICAL IMAGING 2003: PHYSICS OF MEDICAL IMAGING, PTS 1 AND 2, 2003, 5030 : 38 - 47
  • [22] Active pixel sensor architectures in a-SiH for medical imaging
    Karim, KS
    Nathan, A
    Rowlands, JA
    JOURNAL OF VACUUM SCIENCE & TECHNOLOGY A, 2002, 20 (03): : 1095 - 1099
  • [23] Thin Film on CMOS Active Pixel Sensor for Space Applications
    Spuentrup, Jan Dirk Schulze
    Burghartz, Joachim N.
    Graf, Heinz-Gerd
    Harendt, Christine
    Hutter, Franz
    Nicke, Markus
    Schmidt, Uwe
    Schubert, Markus
    Sterzel, Juergen
    SENSORS, 2008, 8 (10) : 6340 - 6354
  • [24] Active pixel sensors: the sensor of choice for future space applications
    Leijtens, Johan
    Theuwissen, Albert
    Rao, Padmakurnar R.
    Wang, Xinyang
    Xie, Ning
    SENSORS, SYSTEMS, AND NEXT-GENERATION SATELLITES XI, 2007, 6744
  • [25] Design and test of an active pixel sensor (APS) for space applications
    Goy, J
    Courtois, B
    Karam, JM
    Pressecq, F
    SENSORS AND CAMERA SYSTEMS FOR SCIENTIFIC, INDUSTRIAL, AND DIGITAL PHOTOGRAPHY APPLICATIONS II, 2001, 4306 : 93 - 99
  • [26] CMOS Active Pixel Sensor (APS) imager for scientific applications
    Ay, SU
    Lesser, M
    Fossum, ER
    SURVEY AND OTHER TELESCOPE TECHNOLOGIES AND DISCOVERIES, 2002, 4836 : 271 - 278
  • [27] Front and Back Illuminated Dynamic and Active Pixel Vision Sensors Comparison
    Taverni, Gemma
    Moeys, Diederik Paul
    Li, Chenghan
    Cavaco, Celso
    Motsnyi, Vasyl
    Bello, David San Segundo
    Delbruck, Tobi
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2018, 65 (05) : 677 - 681
  • [28] A digital CMOS active pixel image sensor for multimedia applications
    Zhou, ZM
    Pain, B
    Woo, J
    Fossum, ER
    DETECTORS, FOCAL PLANE ARRAYS, AND APPLICATIONS, 1996, 2894 : 282 - 288
  • [29] A CMOS Current-Mode Active Pixel Sensor for High Energy Physics and Biomedical Imaging Applications
    Heini, Sbastien
    Himmi, Abdelkader
    Hu-Guo, Christine
    Winter, Marc
    Hu, Yann
    Tang, Zhenan
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2009, 56 (01) : 346 - 353
  • [30] A CMOS smart pixel for active 3-D vision applications
    Viarani, L
    Stoppa, D
    Gonzo, L
    Gottardi, M
    Simoni, A
    IEEE SENSORS JOURNAL, 2004, 4 (01) : 145 - 152