Fpga Implementation Of Hogbased Space Target Distance Measurement

• doi: 10.1109/IPEC51340.2021.9421215
• title: FPGA Implementation of HoG-based Space Target Distance Measurement
• publisher: IEEE
• isbn: 978-1-7281-9019-8
• issn:
• rank: 2461
• access_type: LOCKED
• content_type: Conferences
• abstract: This paper focuses on space cooperative target identification and ranging using monocular CMV4000 CMOS sensor and Xilinx Zynq-7000 Soc based platform without the operating system that adopts Histograms of Oriented Gradients (HOG) descriptor and Support Vector Machine (SVM) for classification. With Vivado High-Level Synthesis to accelerate IF creation by enabling C specifications to be directly targeted into devices, this implementation allows for two high-resolution images (2048×2048 pixels) processing per second. The hardware and software co-design of Xilinx Zynq7000 promises the accuracy of space target classification and distance measurement and thus meets the requirement of realtime space application.
• article_number: 9421215
• pdf_url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9421215
• html_url: https://ieeexplore.ieee.org/document/9421215/
• abstract_url: https://ieeexplore.ieee.org/document/9421215/
• publication_title: 2021 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC)
• conference_location: Dalian, China
• conference_dates: 14-16 April 2021
• publication_number: 9420981
• is_number: 9420982
• publication_year: 2021
• publication_date: 14-16 April 2021
• start_page: 585
• end_page: 589
• citing_paper_count: 1
• citing_patent_count: 0
• download_count: 187
• insert_date: 20210507
• index_terms:
  • ieee_terms:
    • Support vector machines
    • Histograms
    • Streaming media
    • Feature extraction
    • Extraterrestrial measurements
    • Distance measurement
    • Software
  • author_terms:
    • HOG
    • SVM
    • HLS
    • FPGA
  • dynamic_index_terms:
    • Distancing Measures
    • Target Space
    • Image Processing
    • Accurate Measurement
    • Support Vector Machine
    • Support Vector Machine Classifier
    • Target Class
    • Monocular
    • Histogram Of Oriented Gradients
    • High-level Synthesis
    • C Synthesis
    • Satellite
    • Orbit
    • Cell Size
    • Positive Samples
    • Calculation Results
    • Computational Results
    • Input Image
    • Image Plane
    • Focal Length
    • Focal Lengths
    • Focal Distance
    • Block Size
    • Analog-to-digital Converter
    • Analog-to-digital
    • Digital-to-analog Converter
    • Image Sensor
    • Camera Sensor
    • Target Size
    • Pose Estimation
    • Pedestrian Detection
    • Programmable Logic
    • Histogram Bins
    • Linear Classifier
    • Video Data
    • Linear Support Vector Machine
    • Linear SVM
    • Histogram Of Gradients
• isbn_formats:
  • format: Print on Demand(PoD) ISBN, value: 978-1-7281-9019-8, isbnType: New-2005
  • format: USB ISBN, value: 978-1-7281-9017-4, isbnType: New-2005
  • format: Electronic ISBN, value: 978-1-7281-9018-1, isbnType: New-2005
• authors:
  • Author Name: Yue Ma
    Affiliation: School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai, China
    Author URL: https://ieeexplore.ieee.org/author/37088491271
    ID: 37088491271
    Order: 1
    Author Affiliations:
    • School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai, China
  • Author Name: Jianjun Yi
    Affiliation: School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai, China
    Author URL: https://ieeexplore.ieee.org/author/37595506000
    ID: 37595506000
    Order: 2
    Author Affiliations:
    • School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai, China
    • Intelligent Unmanned System Control Technology Joint Lab, Shanghai, China
  • Author Name: Gengshu Xu
    Affiliation: School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai, China
    Author URL: https://ieeexplore.ieee.org/author/37088856933
    ID: 37088856933
    Order: 3
    Author Affiliations:
    • School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai, China
  • Author Name: Yuanhao Chen
    Affiliation: School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai, China
    Author URL: https://ieeexplore.ieee.org/author/37088859133
    ID: 37088859133
    Order: 4
    Author Affiliations:
    • School of Mechanical and Power Engineering, East China University of Science and Technology, Shanghai, China
  • Author Name: Danwei Wang
    Affiliation: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore
    Author URL: https://ieeexplore.ieee.org/author/37279547600
    ID: 37279547600
    Order: 5
    Author Affiliations:
    • School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore
    • Intelligent Unmanned System Control Technology Joint Lab, Shanghai, China
  • Author Name: Changchun Zhao
    Affiliation: Shanghai Aerospace Control Technology Institute, Shanghai, China
    Author URL: https://ieeexplore.ieee.org/author/37088858387
    ID: 37088858387
    Order: 6
    Author Affiliations:
    • Shanghai Aerospace Control Technology Institute, Shanghai, China
    • Intelligent Unmanned System Control Technology Joint Lab, Shanghai, China

Image Sensor

• sensor_type: CMOS
• resolution: 2048x2048
• dynamic_range: Not specified
• pixel_size: Not specified
• dark_current: Not specified

Optical Data

• focal_length: 25mm
• aperture: Not specified
• field_of_view: Not specified
• distortion: Not specified

Performance Metrics

• frame_rate: 180 fps

Applications & Benefits

• cell_imaging: Not specified
• benefits: Not specified

Supporting Organizations

• supported_by: Natural Science Fund of China (NSFC), Shanghai Science and Technology Action Plan, Shanghai Aerospace Science and Technology Innovation Fund (SAST)

Manuscript Details

• publication_date: 14-16 April 2021

Relevancy Score

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

Processed JSON Filename

request_5741e317-cf95-4122-9fad-31705dfaedc8-fpga_implementation_of_hogbased_space_target_distance_measurement.json