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1000× Faster Camera and Machine Vision with Ordinary Devices Article
Tiejun Huang, Yajing Zheng, Zhaofei Yu, Rui Chen, Yuan Li, Ruiqin Xiong, Lei Ma, Junwei Zhao, Siwei Dong, Lin Zhu, Jianing Li, Shanshan Jia, Yihua Fu, Boxin Shi, Si Wu, Yonghong Tian
Engineering 2023, Volume 25, Issue 6, Pages 110-119 doi: 10.1016/j.eng.2022.01.012
In digital cameras, we find a major limitation: the image and video form inherited from a film camera obstructs it from capturing the rapidly changing photonic world. Here, we present vidar, a bit sequence array where each bit represents whether the accumulation of photons has reached a threshold, to record and reconstruct the scene radiance at any moment. By employing only consumer-level complementary metal-oxide-semiconductor (CMOS) sensors and integrated circuits, we have developed a vidar camera that is 1000× faster than conventional cameras. By treating vidar as spike trains in biological vision, we have further developed a spiking neural network (SNN)-based machine vision system that combines the speed of the machine and the mechanism of biological vision, achieving high-speed object detection and tracking 1000× faster than human vision. We demonstrate the utility of the vidar camera and the super vision system in an assistant referee and target pointing system. Our study is expected to fundamentally revolutionize the image and video concepts and related industries, including photography, movies, and visual media, and to unseal a new SNN-enabled speed-free machine vision era.
Keywords: Vidar camera Spiking neural networks Super vision system Full-time imaging
Frontiers of Chemical Science and Engineering 2022, Volume 16, Issue 1, Pages 103-111 doi: 10.1007/s11705-021-2064-8
Keywords: UDP-glucuronosyltransferase 1A8 fluorescent probe subtype selectivity fluorescence imaging
Transient imaging with a time-of-flight cameraand its applications
Jing-yu LIN, Ri-hui WU, Hong-man WANG, Ye-bin LIU
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 9, Pages 1268-1276 doi: .org/10.1631/FITEE.1700556
Keywords: Transient imaging Time-of-flight(ToF) camera Scattering media Around corners
FULL TIME-SPACE GOVERNANCE STRATEGY AND TECHNOLOGY FOR CROPLAND NON-POINT POLLUTION CONTROL IN CHINA
Frontiers of Agricultural Science and Engineering 2023, Volume 10, Issue 4, Pages 593-606 doi: 10.15302/J-FASE-2023522
Keywords: 4R chain technology system agricultural non-point source pollution case study full time-space governance
Kang-li ZHANG, Cong ZHANG, Fang-lin GU, Jian WANG
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 6, Pages 788-795 doi: 10.1631/FITEE.1700018
Keywords: Device-to-device Relay Detection Full-rate space-time block code
Transient imaging with a time-of-flight camera and its applications
Jing-yu Lin, Ri-hui Wu, Hong-man Wang, Ye-bin Liu,jylin@gxu.edu.cn,liuyebin@tsinghua.edu.cn
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 9, Pages 1268-1276 doi: 10.1631/FITEE.1700556
Keywords: Transient imaging Time-of-flight (ToF) camera Scattering media Around corners
Development of real-time onion disease monitoring system using image acquisition
Du-Han KIM, Kyeong-Hwan LEE, Chang-Hyun CHOI, Tae-Hyun CHOI, Yong-Joo KIM
Frontiers of Agricultural Science and Engineering 2018, Volume 5, Issue 4, Pages 469-474 doi: 10.15302/J-FASE-2018213
In this study, real-time disease monitoring was conducted on onion which is the most representative
Keywords: imaging acquisition system disease downy mildew onion
Investigating the raveling test for full-depth reclamation
Robert HILL, Andrew BRAHAM
Frontiers of Structural and Civil Engineering 2018, Volume 12, Issue 2, Pages 222-226 doi: 10.1007/s11709-017-0423-9
Keywords: raveling full depth reclamation
Principles and applications of high-speed single-pixelimaging technology Review
Qiang GUO, Yu-xi WANG, Hong-wei CHEN, Ming-hua CHEN, Si-gang YANG, Shi-zhong XIE
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 9, Pages 1261-1267 doi: 10.1631/FITEE.1601719
Keywords: Compressive sampling Single-pixel imaging Photonic time stretch Imaging flow cytometry
Full lifetime cost analysis of battery, plug-in hybrid and FCEVs in China in the near future
Zhihua CAI, Xunmin OU, Qian ZHANG, Xiliang ZHANG
Frontiers in Energy 2012, Volume 6, Issue 2, Pages 107-111 doi: 10.1007/s11708-012-0182-1
Keywords: electric vehicle (EV) life time cost China
evaluation of renal function using diffusion weighted imaging and diffusion tensor imaging in type 2
Xiaoyan Chen,Wenxia Xiao,Xinchun Li,Jianxun He,Xiaochun Huang,Yuyu Tan
Frontiers of Medicine 2014, Volume 8, Issue 4, Pages 471-476 doi: 10.1007/s11684-014-0365-8
This work aims to estimate the value of diffusion weighted imaging (DWI) and diffusion tensor imaging
Keywords: type 2 diabetes mellitus microalbuminuria diffusion weighted imaging diffusion tensor imaging early-stage
Carbon dots-based fluorescence sensor for two-photon imaging of pH in diabetic mice
Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 3, Pages 298-306 doi: 10.1007/s11705-022-2212-9
Keywords: carbon dots two-photon imaging pH diabetic mice
In vivo imaging of hematopoietic stem cell development in the zebrafish
Panpan Zhang, Feng Liu
Frontiers of Medicine 2011, Volume 5, Issue 3, Pages 239-247 doi: 10.1007/s11684-011-0123-0
Keywords:
hematopoietic stem cell
hematopoiesis
Partial anammox achieved in full scale biofilm process for typical domestic wastewater treatment
Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 3, doi: 10.1007/s11783-021-1467-6
• A full scale biofilm process was developed for typical domestic wastewater
Keywords: Full scale Anammox Domestic wastewater Biofilm Candidatus Brocadia
Anefficient quadrature demodulator for medical ultrasound imaging
Hao ZHOU,Yin-fei ZHENG
Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 4, Pages 301-310 doi: 10.1631/FITEE.1400205
Keywords: B-mode ultrasound imaging Color flow imaging Quadrature demodulation Finite impulse response filter
Title Author Date Type Operation
1000× Faster Camera and Machine Vision with Ordinary Devices
Tiejun Huang, Yajing Zheng, Zhaofei Yu, Rui Chen, Yuan Li, Ruiqin Xiong, Lei Ma, Junwei Zhao, Siwei Dong, Lin Zhu, Jianing Li, Shanshan Jia, Yihua Fu, Boxin Shi, Si Wu, Yonghong Tian
Journal Article
A highly selective fluorescent probe for real-time imaging of UDP-glucuronosyltransferase 1A8 in living
Journal Article
Transient imaging with a time-of-flight cameraand its applications
Jing-yu LIN, Ri-hui WU, Hong-man WANG, Ye-bin LIU
Journal Article
FULL TIME-SPACE GOVERNANCE STRATEGY AND TECHNOLOGY FOR CROPLAND NON-POINT POLLUTION CONTROL IN CHINA
Journal Article
Efficient detection methods for amplify-and-forward relay-aided device-to-device systems with full-ratespace-time block code
Kang-li ZHANG, Cong ZHANG, Fang-lin GU, Jian WANG
Journal Article
Transient imaging with a time-of-flight camera and its applications
Jing-yu Lin, Ri-hui Wu, Hong-man Wang, Ye-bin Liu,jylin@gxu.edu.cn,liuyebin@tsinghua.edu.cn
Journal Article
Development of real-time onion disease monitoring system using image acquisition
Du-Han KIM, Kyeong-Hwan LEE, Chang-Hyun CHOI, Tae-Hyun CHOI, Yong-Joo KIM
Journal Article
Investigating the raveling test for full-depth reclamation
Robert HILL, Andrew BRAHAM
Journal Article
Principles and applications of high-speed single-pixelimaging technology
Qiang GUO, Yu-xi WANG, Hong-wei CHEN, Ming-hua CHEN, Si-gang YANG, Shi-zhong XIE
Journal Article
Full lifetime cost analysis of battery, plug-in hybrid and FCEVs in China in the near future
Zhihua CAI, Xunmin OU, Qian ZHANG, Xiliang ZHANG
Journal Article
evaluation of renal function using diffusion weighted imaging and diffusion tensor imaging in type 2
Xiaoyan Chen,Wenxia Xiao,Xinchun Li,Jianxun He,Xiaochun Huang,Yuyu Tan
Journal Article
In vivo imaging of hematopoietic stem cell development in the zebrafish
Panpan Zhang, Feng Liu
Journal Article
Partial anammox achieved in full scale biofilm process for typical domestic wastewater treatment
Journal Article