Influence of AVC and HEVC compression on detection of vehicles through Faster R-CNN

PH Chan, A Huggett, G Souvalioti… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Situational awareness based on the data collected by the vehicle perception sensors (ie
LiDAR, RADAR, camera and ultrasonic sensors) is key for achieving assisted and …

An improved medical image compression method based on wavelet difference reduction

MCH Zerva, V Christou, N Giannakeas… - IEEE …, 2023 - ieeexplore.ieee.org
Advanced microscopic techniques such as high-throughput, high-content, multispectral, and
3D imaging could include many images per experiment requiring hundreds of gigabytes …

Enhancing Image Quality by Reducing Compression Artifacts Using Dynamic Window Swin Transformer

Z Ma, Y Wang, HR Tohidypour… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
Video/image compression codecs utilize the characteristics of the human visual system and
its varying sensitivity to certain frequencies, brightness, contrast, and colors to achieve high …

Low power high speed FPGA design of lossless medical image compression using optimal deep neural network

S Sharma - Multimedia Tools and Applications, 2024 - Springer
Medical image compression is vital for preserving image quality and optimizing storage and
transmission in healthcare facilities. FPGA design faces challenges in balancing …

Correlating traditional image quality metrics and DNN-based object detection: a case study with compressed camera data

D Gummadi, PH Chan, H Wang, V Donzella - Authorea Preprints, 2023 - techrxiv.org
 Assisted and automated driving (AAD) systems heavily rely on data collected from
perception sensors, such as cameras. While prior research has explored the quality of …

Edge-assisted multi-user 360-degree video delivery

T Okamoto, T Ishioka, R Shiina, T Fukui… - 2023 IEEE 20th …, 2023 - ieeexplore.ieee.org
Viewport-based 360-degree video delivery is a typical method to reduce video traffic for
virtual reality (VR) applications. However, viewport-based solutions cause some key issues …

[HTML][HTML] Security of Magnetic Resonance Medical Images using Region-based Lossless Image Compression in Healthcare Information Systems

KN Bharath, KS Babu, V Ravi - The Open Public …, 2024 - openpublichealthjournal.com
Purpose The purpose of region-based medical image compression is to optimize the
compression process by focusing on specific regions of interest within medical images …

Edge-aware extended Star-Tetrix Transforms For CFA-sampled raw camera image compression

T Suzuki, L Huang - IEEE Transactions on Image Processing, 2022 - ieeexplore.ieee.org
Codecs using spectral-spatial transforms efficiently compress raw camera images captured
with a color filter array (CFA-sampled raw images) by changing their RGB color space into a …

Forward error correction applied to JPEG-XS codestreams

A Legrand, B Macq… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
JPEG-XS offers low complexity image compression for applications with constrained but
reasonable bit-rate, and low latency. Our paper explores the deployment of JPEG-XS on …

FPGA-Based hardware implementation of JPEG XS Encoder

D Yang, L Chen - International Forum on Digital TV and Wireless …, 2022 - Springer
Abstract JPEG (Joint Photographic Experts Group) XS is a new international standard
targeting mezzanine compression with features of low complexity and low latency. It is …