Byung Wook Kim
Engineering · Purdue University West Lafayette
Publications
82
Citations
618
Est. group size
—
Recurring co-author estimate
Active years
27
Publishing since 1999
Byung Wook Kim works on optical and wireless communication systems, including free-space optical (laser-based) links between satellites and the ground, and communication methods that use screens and cameras to exchange data. Much of the recent work applies deep learning and machine learning techniques to improve these systems, such as reducing pointing errors in laser links, detecting objects in satellite images, and enhancing image and signal quality. The research also extends to applying similar deep learning methods to biometric recognition (finger vein identification) and medical imaging.
Publication output rose from the late 2010s to a peak around 2021, then has gradually declined through 2024-2025, averaging about 4 papers per year over the last five years.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Spatial attention and wide activation-based deep super-resolution scheme for vehicle detection in noisy and low-resolution LEO satellite imagery
ICT Express · 2025
- Finger Vein Recognition Using DenseNet with a Channel Attention Mechanism and Hybrid Pooling
Electronics · 2024
- Machine Learning-Based Beam Pointing Error Reduction for Satellite–Ground FSO Links
Electronics · 2024
- Display Field Communication: Enabling Seamless Data Exchange in Screen–Camera Environments
Photonics · 2024
- Ablation Study of Attention Modules integrated with Deep Learning Networks for Ship Detection
2024
- Dense D2C-Net: dense connection network for display-to-camera communications
Optics Express · 2023
- Iterative Pilot-Based Reference Frame Estimation for Improved Data Rate in Two-Dimensional Display Field Communications
Applied Sciences · 2023
- Deep Learning-Based Small Target Detection for Satellite–Ground Free Space Optical Communications
Electronics · 2023
- Reduction of Beam Pointing Error on Free Space Optical Communication links using Tree Based Machine Learning Multi-Output Regression Model
2023
- Deep Learning-Based Traffic Sign Identification Using Multi-Scale Feature Fusion
2023
- Pointing error effect in FSO satellite-to-ground under weak turbulence condition
2023
- Atmospheric Effects on Satellite–Ground Free Space Uplink and Downlink Optical Transmissions
Applied Sciences · 2022
- Super-Resolution Ultrasound Imaging Scheme Based on a Symmetric Series Convolutional Neural Network
Sensors · 2022
- FVR-Net: Finger Vein Recognition with Convolutional Neural Network Using Hybrid Pooling
Applied Sciences · 2022
- Vehicle Positioning Based on Optical Camera Communication in V2I Environments
Computers, materials & continua/Computers, materials & continua (Print) · 2022
- Applied Sciences×5
- Electronics×5
- Wireless Communications and Mobile Computing×3
- The Transactions of The Korean Institute of Electrical Engineers×3
- Optics Express×2
- Xiaoqian Wang
Engineering · Purdue University West Lafayette
- Zehui Lu
Engineering · Purdue University West Lafayette
- Hang Li
Engineering · Purdue University West Lafayette
- James V. Krogmeier
Engineering · Purdue University West Lafayette
- Zhonghao Zhang
Engineering · Indiana University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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