Efficient ASIC implementation of a real-time depth mapping stereo vision system

被引:0
|
作者
Kuhn, M [1 ]
Moser, S [1 ]
Isler, O [1 ]
Gürkaynak, FK [1 ]
Burg, A [1 ]
Felber, N [1 ]
Kaeslin, H [1 ]
Fichtner, W [1 ]
机构
[1] Swiss Fed Inst Technol, Dept Informat Technol & Elect Engn, Zurich, Switzerland
来源
Proceedings of the 46th IEEE International Midwest Symposium on Circuits & Systems, Vols 1-3 | 2003年
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a fast and area-efficient implementation of a real-time stereo vision algorithm for spatial depth mapping. The design combines two well-known area-based approaches to stereo thatching and includes an occlusion detection method. Hardware efficiency is achieved by storing only partial images on-chip, avoiding full-sized frame buffers. A low-latency dataflow-oriented structure makes it possible to process 256 x 192 pixel Input streams with a rate In excess of 50 frames per second, amounting to more than 54 million pixel x disparity measurements per second (PDS) (for a 25-pixel disparity range), or roughly 18 GOPS. The design has been Integrated In a 0.25 mu m standard CMOS technology and occupies an area of less than 3 mm(2).
引用
收藏
页码:1478 / 1481
页数:4
相关论文
共 50 条
  • [1] A miniature stereo vision machine for real-time dense depth mapping
    Jia, YD
    Xu, YH
    Liu, WC
    Yang, C
    Zhu, YW
    Zhang, XX
    An, LP
    COMPUTER VISION SYSTEMS, PROCEEDINGS, 2003, 2626 : 268 - 277
  • [2] FPGA Design and Implementation of a Real-Time Stereo Vision System
    Jin, S.
    Cho, J.
    Pham, X. D.
    Lee, K. M.
    Park, S. -K.
    Kim, M.
    Jeon, J. W.
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2010, 20 (01) : 15 - 26
  • [3] An efficient implementation technique of bidirectional matching for real-time trinocular stereo vision
    Ueshiba, Toshio
    18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2006, : 1076 - 1079
  • [4] Real-time stereo vision on a reconfigurable system
    Lee, SH
    Yi, J
    Kim, JS
    EMBEDDED COMPUTER SYSTEMS: ARCHITECTURES, MODELING, AND SIMULATION, 2005, 3553 : 299 - 307
  • [5] A real-time stereo vision system with FPGA
    Miyajima, Y
    Maruyama, T
    FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS, PROCEEDINGS, 2003, 2778 : 448 - 457
  • [6] Real-time Stereo Vision System at Tunnel
    Xu, Yuquan
    Mita, Seiichi
    Tehrani, Hossein
    Ishimaru, Kazuhisa
    PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 6, 2017, : 402 - 409
  • [7] Low-cost and Real-time Hardware Implementation of Stereo Vision System on FPGA
    Fathi, Mostafa
    Sheikhaei, Samad
    Tavakoli, Javad
    2019 27TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE 2019), 2019, : 258 - 263
  • [8] Dynamic Stereo Vision System for Real-time Tracking
    Schraml, Stephan
    Belbachir, Ahmed Nabil
    Milosevic, Nenad
    Schoen, Peter
    2010 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, 2010, : 1409 - 1412
  • [9] PredStereo: An Accurate Real-time Stereo Vision System
    Moolchandani, Diksha
    Shrivastava, Nivedita
    Kumar, Anshul
    Sarangi, Smruti R.
    2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022), 2022, : 4078 - 4087
  • [10] Real-time stereo vision processing system in a FPGA
    Cuadrado, Carlos
    Zuloaga, Aitzol
    Martin, Jose L.
    Lazaro, Jesus
    Jimenez, Jaime
    IECON 2006 - 32ND ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS, VOLS 1-11, 2006, : 3828 - +