A Real-Time Image Row-Compression Method for High-Definition USB Cameras Based on FPGA

A real-time image compression method based on field programmable gate array is proposed for the problem of high-frame-rate high-resolution camera image transmission under the limited bandwidth of universal serial bus (USB). This method quantizes image pixels on a per-row basis, taking advantage of t...

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Published in:IEEE access Vol. 12; pp. 64663 - 64671
Main Authors: Xie, Longhua, Zhang, Zhiyong, Zhao, Tingyu
Format: Journal Article
Language:English
Published: Piscataway IEEE 2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
Algorithms
Benchmark testing
Calibration
Cameras
Circuit design
Data buses
Data transfer (computers)
Field programmable gate array
Field programmable gate arrays
Frames per second
High definition
Image coding
Image compression
image relevance
Image resolution
Image transmission
industrial applications
Industry applications
lossless compression
Microprocessors
Pixels
Prediction algorithms
Real time
Real-time systems
Software
Universal Serial Bus
ISSN:2169-3536, 2169-3536
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Abstract A real-time image compression method based on field programmable gate array is proposed for the problem of high-frame-rate high-resolution camera image transmission under the limited bandwidth of universal serial bus (USB). This method quantizes image pixels on a per-row basis, taking advantage of the high correlation between adjacent pixels within a row, thus reducing the data volume of a single frame image transmission. The algorithm also aims to minimize the decoding complexity on the central processor of the receiving end. Corresponding hardware circuits and software programs are designed, and tests are conducted on an experimental platform. The experimental results show that this method effectively compresses image data losslessly on the board, improves the transmission frame rate. The maximum frame rate of <inline-formula> <tex-math notation="LaTeX">1280\times 1280 </tex-math></inline-formula> images tested in a USB 2.0 environment can reach 25.58 fps, an improvement of 11.67 fps compared to the original data transfer, with a compression rate of up to 55.8%. Furthermore, this method outperforms PNG decoding in terms of decoding speed, supports multi-core decoding, and achieves the highest decoding speed of 61fps when tested on the <inline-formula> <tex-math notation="LaTeX">1920\times 1080 </tex-math></inline-formula> image with 16 threads. This method provides a feasible transfer solution for real-time compressed transmission of high-speed and high-definition cameras in the industrial field.
AbstractList A real-time image compression method based on field programmable gate array is proposed for the problem of high-frame-rate high-resolution camera image transmission under the limited bandwidth of universal serial bus (USB). This method quantizes image pixels on a per-row basis, taking advantage of the high correlation between adjacent pixels within a row, thus reducing the data volume of a single frame image transmission. The algorithm also aims to minimize the decoding complexity on the central processor of the receiving end. Corresponding hardware circuits and software programs are designed, and tests are conducted on an experimental platform. The experimental results show that this method effectively compresses image data losslessly on the board, improves the transmission frame rate. The maximum frame rate of <inline-formula> <tex-math notation="LaTeX">1280\times 1280 </tex-math></inline-formula> images tested in a USB 2.0 environment can reach 25.58 fps, an improvement of 11.67 fps compared to the original data transfer, with a compression rate of up to 55.8%. Furthermore, this method outperforms PNG decoding in terms of decoding speed, supports multi-core decoding, and achieves the highest decoding speed of 61fps when tested on the <inline-formula> <tex-math notation="LaTeX">1920\times 1080 </tex-math></inline-formula> image with 16 threads. This method provides a feasible transfer solution for real-time compressed transmission of high-speed and high-definition cameras in the industrial field.
A real-time image compression method based on field programmable gate array is proposed for the problem of high-frame-rate high-resolution camera image transmission under the limited bandwidth of universal serial bus (USB). This method quantizes image pixels on a per-row basis, taking advantage of the high correlation between adjacent pixels within a row, thus reducing the data volume of a single frame image transmission. The algorithm also aims to minimize the decoding complexity on the central processor of the receiving end. Corresponding hardware circuits and software programs are designed, and tests are conducted on an experimental platform. The experimental results show that this method effectively compresses image data losslessly on the board, improves the transmission frame rate. The maximum frame rate of [Formula Omitted] images tested in a USB 2.0 environment can reach 25.58 fps, an improvement of 11.67 fps compared to the original data transfer, with a compression rate of up to 55.8%. Furthermore, this method outperforms PNG decoding in terms of decoding speed, supports multi-core decoding, and achieves the highest decoding speed of 61fps when tested on the [Formula Omitted] image with 16 threads. This method provides a feasible transfer solution for real-time compressed transmission of high-speed and high-definition cameras in the industrial field.
A real-time image compression method based on field programmable gate array is proposed for the problem of high-frame-rate high-resolution camera image transmission under the limited bandwidth of universal serial bus (USB). This method quantizes image pixels on a per-row basis, taking advantage of the high correlation between adjacent pixels within a row, thus reducing the data volume of a single frame image transmission. The algorithm also aims to minimize the decoding complexity on the central processor of the receiving end. Corresponding hardware circuits and software programs are designed, and tests are conducted on an experimental platform. The experimental results show that this method effectively compresses image data losslessly on the board, improves the transmission frame rate. The maximum frame rate of <tex-math notation="LaTeX">$1280\times 1280$ </tex-math> images tested in a USB 2.0 environment can reach 25.58 fps, an improvement of 11.67 fps compared to the original data transfer, with a compression rate of up to 55.8%. Furthermore, this method outperforms PNG decoding in terms of decoding speed, supports multi-core decoding, and achieves the highest decoding speed of 61fps when tested on the <tex-math notation="LaTeX">$1920\times 1080$ </tex-math> image with 16 threads. This method provides a feasible transfer solution for real-time compressed transmission of high-speed and high-definition cameras in the industrial field.
Author Zhao, Tingyu
Zhang, Zhiyong
Xie, Longhua
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SubjectTerms Algorithms
Benchmark testing
Calibration
Cameras
Circuit design
Data buses
Data transfer (computers)
Field programmable gate array
Field programmable gate arrays
Frames per second
High definition
Image coding
Image compression
image relevance
Image resolution
Image transmission
industrial applications
Industry applications
lossless compression
Microprocessors
Pixels
Prediction algorithms
Real time
Real-time systems
Software
Universal Serial Bus
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Title A Real-Time Image Row-Compression Method for High-Definition USB Cameras Based on FPGA
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