Research Project

• Journal Article (SIViP), Conference Article (CVGIP'24)

• NSTC-Research Project: 先進駕駛輔助系統中動態照明影像增強的輕量級多任務學習 (Grant NSTC 113-2221-E-033-055) 

  • focus on Multi-task Learning and Explainable Factor Control

  • Github

• Undergraduate Project (work with undergraduate students)

  • focus on Scene Analysis

  • NSTC Research Grant for University Student: 在亮度時變場景中安全駕駛的影像增強 (Grant NSTC 113-2813-C-033-016-E)

Keywords: Dynamic Illuminance Adjustment, Low-Light Image Enhancement, Exposure Correction, Multi-task Learning, Scene Analysis, Explainable AI

Research Project

• Journal Article (Under Review, ArXiv), Conference Poster (IEEE ICCE-TW'24), Manuscript (ArXiv),

• GitHub

Keywords: Low-Light Image Enhancement, Exposure Correction, lightweight deep learning, knowledge distillation, Explainable AI

Side Project of "A Lightweight Deep Learning Approach for Image Enhancement"

• IOS (GitHub), 

• Jetson Nano (GitHub), 

• Neural Compute Stick 2 (NCS2) (GitHub)

Keywords: Image Enhancement, IOS development, EdgeAI Application, NVIDIA® Jetson Nano, Intel® Neural Compute Stick 2

Master's Thesis 

• 碩士論文 (Chinese)

• English version

Keywords: Weather Image Generation, Weakly Supervised Learning, Fog, Precipitation, Triplet Content Loss

Undergraduate Project (work with undergraduate students)

• Conference Article (IPPR CVGIP'23)

• 1st place in CYCU EL undergraduate project competition 2023

Keywords: Hairstyle Recommendation, Face Shape Classification, Face Swapping, Hair Dyeing

Undergraduate Project (work with undergraduate students)

• Conference Article (IEEE IS3C'23, Best Paper Award, Grant MOST 111-2221-E-033-040)

• NSTC Research Grant for University Student: 圖像除霧與超解析度模型的共同訓練效益探討以及在物件辨識上之應用 (Grant NSTC 112-2813-C-033-009-E)

Keywords: Image Dehazing, Super-Resolution, Advanced Driver Assistance Systems, Computational Requirement

Undergraduate Project (work with undergraduate students)

• Subproject of NSTC-Research Project: 基於深度學習的多任務超解析成像技術 - 以衛星、空拍及路側影像應用為例

Keywords: Drone-based Aerial Images, Super-Resolution, Object Detection, UAV (Unmanned Aerial Vehicle)

Undergraduate Project

• Journal Article (Accepted)

• CYCU College Student Research Creativity Award (110學年度中原大學大專學生研究計畫研究創作獎)

Keywords: Mask Wearing Classification, People Flow Estimation, Deep Learning Neural Networks, Object Detection and Tracking, Crowd Monitoring.