AeroSat Vision Lab Pioneering AI and Satellite Innovation

Research

AeroSat Vision Lab 致力於神經網路、電腦視覺與遙測技術在航太與衛星應用領域的前瞻研究。我們專注於太空載具之人工智慧自主系統開發，特別是以 OrbitAI 為核心的嵌入式 AI 平台。透過深度學習、低功耗運算與感測器融合，我們正引領軌道上智慧系統的創新。

AeroSat Vision Lab is dedicated to advancing the frontiers of neural networks, computer vision, and remote sensing in aerospace and satellite domains. We focus on AI-driven autonomy for spacecraft systems, particularly through the development of onboard platforms like OrbitAI. By combining deep learning, embedded computing, and space-grade sensor integration, our research aims to redefine how intelligent systems operate in orbit.

Highlighted

Edge-Computing-Enabled Deep Learning Approach for Low-Light Satellite Image Enhancement
Edge-Computing-Enabled Deep Learning Approach for Low-Light Satellite Image Enhancement
Trong-An Bui, Pei-Jun Lee, Chun-Sheng Liang, Pei-Hsiang Hsu, Shiuan-Hal Shiu, Chen-Kai Tsai
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  ·  01 Jan 2024  ·  doi:10.1109/JSTARS.2024.3357093

All

2025

Standard Dynamic Range (SDR) satellite images
Standard Dynamic Range (SDR) satellite images
Trong-An Bui
Zenodo  ·  03 Feb 2025  ·  doi:10.5281/zenodo.14792939
Region of Interest-Focused Dynamic Enhancement (RoIDE) for Satellite Images
Region of Interest-Focused Dynamic Enhancement (RoIDE) for Satellite Images
Trong-An Bui, Pei-Jun Lee, John Liobe, Vaidotas Barzdenas, Dainius Udris
IEEE Transactions on Geoscience and Remote Sensing  ·  01 Jan 2025  ·  doi:10.1109/TGRS.2024.3525411

2024

Spatial and Wavelet Attention-Enhanced Super-Resolution for Small Object Detection in Satellite Imagery
Spatial and Wavelet Attention-Enhanced Super-Resolution for Small Object Detection in Satellite Imagery
Chieh Tsai, Pei Jun Lee, Trong An Bui, Tzu Yi Pang, John Liobe, Vaidotas Barzdėnas
2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream)  ·  25 Apr 2024  ·  doi:10.1109/ESTREAM61684.2024.10542578
On-Board Image Enhancement on Remote Sensing Payload
On-Board Image Enhancement on Remote Sensing Payload
Guo-Cheng Xu, Pei-Jun Lee, Trong-An Bui, Pei-Hsiang Hsu, Shiuan-Hal Shiu
Aerospace  ·  24 Apr 2024  ·  doi:10.3390/aerospace11050336
YOLO-SPD: Tiny objects localization on remote sensing based on You Only Look Once and Space-to-Depth Convolution
YOLO-SPD: Tiny objects localization on remote sensing based on You Only Look Once and Space-to-Depth Convolution
Pei-Hsiang Hsu, Pei-Jun Lee, Trong-An Bui, Yi-Shau Chou
2024 IEEE International Conference on Consumer Electronics (ICCE)  ·  06 Jan 2024  ·  doi:10.1109/ICCE59016.2024.10444386
Enhanced Moving Object Detection and Tracking in Remote Sensing Videos
Enhanced Moving Object Detection and Tracking in Remote Sensing Videos
Yi-Shau Chou, Pei-Jun Lee, Trong-An Bui, Pei-Hsiang Hsu
2024 IEEE International Conference on Consumer Electronics (ICCE)  ·  06 Jan 2024  ·  doi:10.1109/ICCE59016.2024.10444236
Spatial Reduction Attention in Multiscale Vision Transform for Surface Water–Land Interface Zone Segmentation
Spatial Reduction Attention in Multiscale Vision Transform for Surface Water–Land Interface Zone Segmentation
Yu-Hsuan Chen, Trong-An Bui, Pei-Jun Lee, Ching-Huo Hsu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  ·  01 Jan 2024  ·  doi:10.1109/JSTARS.2024.3455891
Edge-Computing-Enabled Deep Learning Approach for Low-Light Satellite Image Enhancement
Edge-Computing-Enabled Deep Learning Approach for Low-Light Satellite Image Enhancement
Trong-An Bui, Pei-Jun Lee, Chun-Sheng Liang, Pei-Hsiang Hsu, Shiuan-Hal Shiu, Chen-Kai Tsai
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  ·  01 Jan 2024  ·  doi:10.1109/JSTARS.2024.3357093

2023

Edge Computing Convolution Operator Hardware Design for Satellite Payload
Edge Computing Convolution Operator Hardware Design for Satellite Payload
Chun-Sheng Liang, Pei-Jun Lee, Trong-An Bui, Wei-Chen Hsu
2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)  ·  10 Oct 2023  ·  doi:10.1109/GCCE59613.2023.10315430
H-BNN: FPGA-based binarized convolutional neural network for cloud detection on satellite payload
H-BNN: FPGA-based binarized convolutional neural network for cloud detection on satellite payload
Chang-Yuan Lo, Pei-Jun Lee, Trong-An Bui
2023 International Conference on System Science and Engineering (ICSSE)  ·  27 Jul 2023  ·  doi:10.1109/ICSSE58758.2023.10227207
Motion based DBSCAN for object tracking in satellite video
Motion based DBSCAN for object tracking in satellite video
Guo-Cheng Xu, Pei-Jun Lee, Trong-An Bui
2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)  ·  17 Jul 2023  ·  doi:10.1109/ICCE-TAIWAN58799.2023.10226666
Multi-scales feature extraction model for water segmentation in satellite image
Multi-scales feature extraction model for water segmentation in satellite image
Yu-Hsuan Chen, Pei-Jun Lee, Trong-An Buil
2023 IEEE International Conference on Consumer Electronics (ICCE)  ·  06 Jan 2023  ·  doi:10.1109/ICCE56470.2023.10043495
Moving Object Detection for Remote Sensing Video with Satellite Jitter
Moving Object Detection for Remote Sensing Video with Satellite Jitter
Chi-An Tsai, Pei-Jun Lee, Trong-An Bui, Guo-Cheng Xu, Meng-Lieh Sheu
2023 IEEE International Conference on Consumer Electronics (ICCE)  ·  06 Jan 2023  ·  doi:10.1109/ICCE56470.2023.10043483
SWRNet: A Deep Learning Approach for Small Surface Water Area Recognition Onboard Satellite
SWRNet: A Deep Learning Approach for Small Surface Water Area Recognition Onboard Satellite
Trong-An Bui, Pei-Jun Lee
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  ·  01 Jan 2023  ·  doi:10.1109/JSTARS.2023.3328118

2022

Reduction deep learning model for floods recognition in satellite images
Reduction deep learning model for floods recognition in satellite images
Trong-An Bui, Pei-Jun Lee, Yu-Hsuan Chen, Andrew Lynn
2022 IEEE International Conference on Consumer Electronics - Taiwan  ·  06 Jul 2022  ·  doi:10.1109/ICCE-TAIWAN55306.2022.9869264
Edge Computing-Based SAT-Video Coding for Remote Sensing
Edge Computing-Based SAT-Video Coding for Remote Sensing
Trong-An Bui, Pei-Jun Lee, Kuan-Yu Chen, Chia-Ray Chen, Cynthia S. J. Liu, Hsin-Chia Lin
IEEE Access  ·  01 Jan 2022  ·  doi:10.1109/ACCESS.2022.3174553

2021

Edge Enhancement Loss Function for Target Object IR image Super Resolution
Edge Enhancement Loss Function for Target Object IR image Super Resolution
Kuan-Min Lee, Pei-Jun Lee, Trong-An Bui
2021 IEEE 10th Global Conference on Consumer Electronics (GCCE)  ·  12 Oct 2021  ·  doi:10.1109/GCCE53005.2021.9621868
Superpixel algorithm for objects tracking in satellite video
Superpixel algorithm for objects tracking in satellite video
Guo-Cheng Xu, Pei-Jun Lee, Trong-An Bui, Bo-Hao Chang, Kuan-Min Lee
2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW)  ·  15 Sep 2021  ·  doi:10.1109/ICCE-TW52618.2021.9603119
Infrared imagery super-resolution by using a generative adversarial network
Infrared imagery super-resolution by using a generative adversarial network
Trong-An Bui, Pei-Jun Lee, Kuan-Min Lee, Walter Wang, Shiual-Hal Shiu
2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW)  ·  15 Sep 2021  ·  doi:10.1109/ICCE-TW52618.2021.9603172
Edge Detection Cascaded with Simplified WDSR of IR Super Resolution
Edge Detection Cascaded with Simplified WDSR of IR Super Resolution
Kuan-Min Lee, Pei-Jun Lee, Trong-An Bui
2021 International Conference on System Science and Engineering (ICSSE)  ·  26 Aug 2021  ·  doi:10.1109/ICSSE52999.2021.9538439

2020

An Asymmetric Filter Based 3D Synthesis Algorithm with Depth Region Classification
An Asymmetric Filter Based 3D Synthesis Algorithm with Depth Region Classification
Journal of Information Science and Engineering  ·  01 Nov 2020  ·  doi:10.6688/JISE.202011_36(6).0014
Hardware Implementation of DCT/IDCT sharing for HEVC/MPEG Video Coding
Hardware Implementation of DCT/IDCT sharing for HEVC/MPEG Video Coding
En-Pei Wu, Trong-An Bui, Kermit Chen, Pei-Jun Lee
2020 IEEE International Conference on Consumer Electronics (ICCE)  ·  01 Jan 2020  ·  doi:10.1109/ICCE46568.2020.9043100
Deep Learning for Landslide Recognition in Satellite Architecture
Deep Learning for Landslide Recognition in Satellite Architecture
Trong-An Bui, Pei-Jun Lee, Kai-Yew Lum, Clarissa Loh, Kyo Tan
IEEE Access  ·  01 Jan 2020  ·  doi:10.1109/ACCESS.2020.3014305

2019

Using BEMD in CNN to Identify Landslide in Satellite Image
Using BEMD in CNN to Identify Landslide in Satellite Image
Trong-An Bui, Pei-Jun Lee, Kai-Yew Lum, Chia-Ray Chen, Shiuan-Hal Shiu
2019 International Conference on System Science and Engineering (ICSSE)  ·  01 Jul 2019  ·  doi:10.1109/ICSSE.2019.8823128
Adaptive Histogram Normalization based Loss Function in Deep Learning Algorithm for Face Recognition
Adaptive Histogram Normalization based Loss Function in Deep Learning Algorithm for Face Recognition
Ren-Shin Lin, Pei-Jun Lee, Trong-An Bui
2019 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)  ·  01 May 2019  ·  doi:10.1109/ICCE-TW46550.2019.8991751
IMPROVE THE HEVC ALGORITHM COMPLEXITY BASED ON THE VISUAL PERCEPTION
IMPROVE THE HEVC ALGORITHM COMPLEXITY BASED ON THE VISUAL PERCEPTION
Pei-Jun Lee, Trong-An Bui, Sham-Ru Yao
2019 IEEE International Conference on Consumer Electronics (ICCE)  ·  01 Jan 2019  ·  doi:10.1109/ICCE.2019.8662038
Artifact Reduction based Multi-view Generation Algorithm for Sparse Camera Configuration
Artifact Reduction based Multi-view Generation Algorithm for Sparse Camera Configuration
Journal of Information Science and Engineering  ·  01 Jan 2019  ·  doi:10.6688/JISE.201901_35(1).0002

2018

Temperature Model and Human Detection in Thermal Image
Temperature Model and Human Detection in Thermal Image
Pei-Jun Lee, Trong-An Bui, Che-Chih Lo
2018 IEEE 7th Global Conference on Consumer Electronics (GCCE)  ·  01 Oct 2018  ·  doi:10.1109/GCCE.2018.8574800
Adaptive edge detection algorithm for multi-focus application
Adaptive edge detection algorithm for multi-focus application
Trong-An Bui, Pei-Jun Lee
2018 International Symposium on Consumer Technologies (ISCT)  ·  01 May 2018  ·  doi:10.1109/ISCE.2018.8408909

2017

Multi-focus application in mobile phone
Multi-focus application in mobile phone
Trong-An Bui, Chih-Chun Lin, Pei-Jun Lee
2017 International Conference on System Science and Engineering (ICSSE)  ·  01 Jul 2017  ·  doi:10.1109/ICSSE.2017.8030845

Web of Science
Web of Science
[no publisher info]  ·  [no date info]  ·  wosuid:WOS:000427048400021
Web of Science
Web of Science
[no publisher info]  ·  [no date info]  ·  wosuid:WOS:000459859500009