지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전자공학회 JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE Journal of Semiconductor Technology and Science Vol.14 No.2
- 발행연도
- 2014.4
- 수록면
- 212 - 226 (15page)
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초록· 키워드
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This paper presents the design and implementation of a pipelined architecture and a method for real-time human detection using depth image from a Time-of-Flight (ToF) camera. In the proposed method, we use Euclidean Distance Transform (EDT) in order to extract human body location, and we then use the 1D, 2D scanning window in order to extract human joint location. The EDTbased human extraction method is robust against noise. In addition, the 1D, 2D scanning window helps extracting human joint locations easily from a distance image. The proposed method is designed using Verilog HDL (Hardware Description Language) as the dedicated hardware architecture based on pipeline architecture. We implement the dedicated hardware architecture on a Xilinx Virtex6 LX750 Field Programmable Gate Arrays (FPGA). The FPGA implementation can run 80 MHz of maximum operating frequency and show over 60fps of processing performance in the QVGA (320x240) resolution depth image.
목차
Abstract
I. INTRODUCTION
II. PROPOSED METHOD
III. PROPOSED ARCHITECTURE
IV. MEASUREMENT RESULTS
V. CONCLUSIONS
REFERENCES
참고문헌 (25)
참고문헌 신청
1. [학술지(정기간행물)] - Liang Wang / 2003 / Recent Developments in Human Motion Analysis / Pattern Recognition 36 : 585 ~ 601
2. [학술지(정기간행물)] - Thomas B. Moeslund / 2006 / A Suvery of Advances in Vision-based Human Motion Capture and Analysis / Computer Vision and Image Understanding 104 : 90 ~ 126
3. [학술지(정기간행물)] - Ronald Poppe / 2007 / Vision-based Human Motion Analysis: an Overview / Computer Vision and Image Understanding 108 : 4 ~ 18
4. [학술대회논문] - Chang, E. / 2008 / Human System Interaction with Confident Computing. The Mega Trend / Human System Interactions Conference : 1 ~ 11
5. [학술대회논문] - Marius-Calin SILAGHI / 1998 / Local and Global Skeleton Fitting Techniques for Optical Motion Capture / IFIP CapTech'98 : 26 ~ 40
2. [학술지(정기간행물)] - Thomas B. Moeslund / 2006 / A Suvery of Advances in Vision-based Human Motion Capture and Analysis / Computer Vision and Image Understanding 104 : 90 ~ 126
3. [학술지(정기간행물)] - Ronald Poppe / 2007 / Vision-based Human Motion Analysis: an Overview / Computer Vision and Image Understanding 108 : 4 ~ 18
4. [학술대회논문] - Chang, E. / 2008 / Human System Interaction with Confident Computing. The Mega Trend / Human System Interactions Conference : 1 ~ 11
5. [학술대회논문] - Marius-Calin SILAGHI / 1998 / Local and Global Skeleton Fitting Techniques for Optical Motion Capture / IFIP CapTech'98 : 26 ~ 40
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UCI(KEPA) : I410-ECN-0101-2015-560-001440613