Implementation Of Efficient Image Processing Algorithm On Fpga

• doi: 10.1109/ICMIRA.2013.70
• title: Implementation of Efficient Image Processing Algorithm on FPGA
• publisher: IEEE
• isbn: 978-0-7695-5013-8
• issn:
• rank: 2734
• access_type: LOCKED
• content_type: Conferences
• abstract: FPGA is most popular for accelerating image processing due to its flexibility and parallelism. An efficient image processing algorithm (C3 - Algorithm) is proposed in this paper. The proposed algorithm detects objects accurately from a reference image irrespective of background while at the same time eliminating the background. The main objective of proposed system is to track objects accurately irrespective of background. The system uses Xilinx's Virtex-5 FPGA, a VMOD TFT board, and a C3088 camera module having CMOS image sensor which eliminates the use of frame grabber. The proposed Algorithm has been compared with Histogram and Correlation Algorithm in MATLAB and better results are obtained in terms of pixels matching and time of execution.
• article_number: 6918847
• pdf_url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6918847
• html_url: https://ieeexplore.ieee.org/document/6918847/
• abstract_url: https://ieeexplore.ieee.org/document/6918847/
• publication_title: 2013 International Conference on Machine Intelligence and Research Advancement
• conference_location: Katra
• conference_dates: 21-23 Dec. 2013
• publication_number: 6917607
• is_number: 6918774
• publication_year: 2013
• publication_date: 21-23 Dec. 2013
• start_page: 335
• end_page: 339
• citing_paper_count: 0
• citing_patent_count: 0
• download_count: 428
• insert_date: 20141009
• index_terms:
  • ieee_terms:
    • Field programmable gate arrays
    • Cameras
    • Algorithm design and analysis
    • Thin film transistors
    • Image color analysis
    • Machine vision
  • author_terms:
    • FPGA
    • Image Processing
    • VHDL
    • C3088
    • VMOD TFT
  • dynamic_index_terms:
    • Image Processing
    • Reference Image
    • Correlation Algorithm
    • Camera Module
    • Frame Grabber
    • Expected Value
    • Visual System
    • Object Detection
    • Background Subtraction
    • Processing Power
    • Sub-pixel
    • Reference Object
    • Portion Of The Image
    • Help Of Images
    • Discrete Cosine Transform
    • System-on-chip
    • Value Of Block
    • Value Of Each Block
    • Camera Control
    • Target Window
• isbn_formats:
  • format: Electronic ISBN, value: 978-0-7695-5013-8, isbnType: New-2005
• authors:
  • Author Name: Rogin Khosla
    Affiliation: ACS Division, Center for Development of Advanced Computing, Mohali, India
    Author URL: https://ieeexplore.ieee.org/author/37085651443
    ID: 37085651443
    Order: 1
    Author Affiliations:
    • ACS Division, Center for Development of Advanced Computing, Mohali, India
  • Author Name: Balwinder Singh
    Affiliation: ACS Division, Center for Development of Advanced Computing, Mohali, India
    Author URL: https://ieeexplore.ieee.org/author/37085514836
    ID: 37085514836
    Order: 2
    Author Affiliations:
    • ACS Division, Center for Development of Advanced Computing, Mohali, India

Image Sensor

• sensor_type: CMOS
• resolution: not specified
• dynamic_range: not specified
• pixel_size: not specified
• dark_current: not specified

Optical Data

• focal_length: not specified
• aperture: not specified
• field_of_view: not specified
• distortion: not specified

Performance Metrics

Applications & Benefits

• cell_imaging: not specified
• benefits: not specified

Supporting Organizations

• supported_by: not specified

Manuscript Details

• publication_date: 21-23 Dec. 2013

Relevancy Score

• score: 8
• missing_fields:
  • resolution
  • dynamic_range
  • pixel_size
  • dark_current
  • focal_length
  • aperture
  • field_of_view
  • distortion
  • frame_rate
  • signal_to_noise_ratio
  • sensitivity
  • shutter_speed
  • power_consumption
  • noise
  • cell_imaging
  • benefits
  • supported_by
  • publication_date

Processed JSON Filename

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