NDLI: FPGA Based Real-Time Tracking Approach with Validation of Precision and Performance

Content Provider	IEEE Xplore Digital Library
Author	Bochem, A. Kent, K.B. Herpers, R.
Copyright Year	2012
Abstract	This paper presents the implementation and validation of a tracking approach for image processing in hardware. It compares the implementation for the addressed problem on a Field Programmable Gate Array (FPGA) with a software implementation for a General Purpose Processor (GPP) architecture. For both solutions the implementation costs for their development is an important aspect in the validation. This research project is motivated by the MI6 project of the Computer Vision research group, which is located at the Bonn-Rhein-Sieg University of Applied Sciences. The intent of the MI6 project is the tracking of a user in an immersive environment. In this research work the development and validation of a detection system for BLOBs on a Cyclone II FPGA from Altera has been implemented. The analysis of the hardware solution showed a similar precision for the tracking as the software approach. One problem is the large increase of allocated resources when extending the system to process more objects. The implementation of the tracking approach in hardware required much more effort than the software solution. The design of high level problems in hardware for this case are more expensive than the software implementation. The results of the implementation indicate that a mixed hardware/software solution would provide optimal results.
Starting Page	122
Ending Page	127
File Size	294730
Page Count	6
File Format	PDF
ISBN	9781467324984
e-ISBN	9780769547985
DOI	10.1109/DSD.2012.62
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-09-05
Publisher Place	Turkey
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Software Hardware Target tracking Data visualization Field programmable gate arrays Euclidean distance Libraries Threading Building Blocks FPGA BLOB Tracking Image Processing Euclidean Distance
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

FPGA based real-time object detection approach with validation of precision and performance

Real-time signal processing system for target tracking based on ADSP21060 and FPGA

FPGA Based Real-Time Target Tracking on a Mobile Platform

Real-time single FPGA-based multimodal image fusion system

High level programming for real time FPGA based video processing

Research of Multi-mode Tracking Based on Multi-DSP and FPGA

Hardware Acceleration of BLOB Detection for Image Processing

Dynamic tracking precision evaluating system based on DSP and FPGA

Real time image processing with reconfigurable hardware

FPGA Based Real-Time Tracking Approach with Validation of Precision and Performance

Similar Documents

FPGA based real-time object detection approach with validation of precision and performance

Real-time signal processing system for target tracking based on ADSP21060 and FPGA

FPGA Based Real-Time Target Tracking on a Mobile Platform

Real-time single FPGA-based multimodal image fusion system

High level programming for real time FPGA based video processing

Research of Multi-mode Tracking Based on Multi-DSP and FPGA

Hardware Acceleration of BLOB Detection for Image Processing

Dynamic tracking precision evaluating system based on DSP and FPGA

Real time image processing with reconfigurable hardware

FPGA Based Real-Time Tracking Approach with Validation of Precision and Performance