Fpga Based Reconfigurable Platform For Complex Image Processing

• doi: 10.1109/EIT.2006.252111
• title: FPGA Based Reconfigurable Platform for Complex Image Processing
• publisher: IEEE
• isbn: 0-7803-9593-X
• issn: 2154-0373
• rank: 2460
• access_type: LOCKED
• content_type: Conferences
• abstract: Field programmable gate arrays (FPGAs) are in use to build high performance DSP systems. FPGAs are uniquely suited to repetitive DSP tasks, such as multiply and accumulate (MAC) operations in parallel. As a result FPGAs can vastly outperform DSP chips, which perform operations in an essentially sequential fashion. The interfaces between FPGA and image sensor have been very slow, which inhibits possibility of exploiting parallel processing in the FPGA This paper discusses method to build an image-processing platform using FPGA. This involves interfacing of FPGA to CMOS image sensor and VGA monitor. We discuss techniques that helped attending speed of 50 FPS (Frames per Second) for an interface of CMOS image sensor to FPGA from earlier reported speed of 3 FPS. A benchmarking application has been executed on FPGA and DSP based system and comparative real time performance data is reported
• article_number: 4017689
• pdf_url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4017689
• html_url: https://ieeexplore.ieee.org/document/4017689/
• abstract_url: https://ieeexplore.ieee.org/document/4017689/
• publication_title: 2006 IEEE International Conference on Electro/Information Technology
• conference_location: East Lansing, MI, USA
• conference_dates: 7-10 May 2006
• publication_number: 4017655
• is_number: 4017656
• publication_year: 2006
• publication_date: 7-10 May 2006
• start_page: 204
• end_page: 209
• citing_paper_count: 21
• citing_patent_count: 1
• download_count: 1351
• insert_date: 20061204
• index_terms:
  • ieee_terms:
    • Field programmable gate arrays
    • Image processing
    • CMOS image sensors
    • Image sensors
    • Digital cameras
    • Digital signal processing chips
    • Parallel processing
    • Monitoring
    • Digital signal processing
    • Sensor arrays
  • author_terms:
    • CMOS Image Sensor
    • Field programmable gate arrays (FPGA)
    • Image Processing
    • Parallel Processing
  • dynamic_index_terms:
    • Image Processing
    • Image Sensor
    • Camera Sensor
    • Frames Per Second
    • Digital Camera
    • Multiplexing
    • Processing Unit
    • Analog-to-digital Converter
    • Analog-to-digital
    • Digital-to-analog Converter
    • Modulation Of Processes
    • State Machine
    • Finite-state
    • Finite State Machine
    • Edge Detection
    • Memory Control
    • Output Units
    • Unit Yield
    • Local Memory
    • Rows Of Data
    • Clock Cycles
    • Synchronization Signal
    • Pixel Data
    • Data For Each Pixel
    • External Memory
    • Read Mode
    • Image Processing System
• isbn_formats:
  • format: CD, value: 0-7803-9593-X, isbnType: Historical
  • format: Print ISBN, value: 0-7803-9592-1, isbnType: Historical
• authors:
  • Author Name: Manish Kumar Birla
    Affiliation: Siemens Corporate Technology India, Bangalore, Karnataka, India
    Author URL: https://ieeexplore.ieee.org/author/37828490000
    ID: 37828490000
    Order: 1
    Author Affiliations:
    • Siemens Corporate Technology India, Bangalore, Karnataka, India

Image Sensor

• sensor_type: CMOS
• resolution: 320x240 (QVGA)
• 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

• frame_rate: 50 fps

Applications & Benefits

• cell_imaging: Used in various applications of image processing such as security, quality control, and surveillance systems.
• benefits: High-speed imaging, improved real-time performance with FPGA.

Supporting Organizations

• supported_by: Siemens Corporate Technology, India

Manuscript Details

• publication_date: 7-10 May 2006

Relevancy Score

• score: 8
• missing_fields:
  • dynamic_range
  • pixel_size
  • dark_current
  • focal_length
  • aperture
  • field_of_view
  • distortion
  • signal_to_noise_ratio
  • sensitivity
  • shutter_speed
  • power_consumption
  • noise

Processed JSON Filename

request_352b679a-e9c3-4e70-b38d-f57bcbb77e52-fpga_based_reconfigurable_platform_for_complex_image_processing.json