Graduated Master & Thesis

2024

基於 Retinex 理論之輕量化自監督式影像節能顯示深度學習網路
Lightweight Retinex-based Self-Supervised Deep Learning Network for Power-Efficient Image Display
王鬱紹 (Wang, Yu-Shao)

2023

基於雙重注意力機制之逆半色調深度學習網路
Deep Inverse Halftoning Network based on Dual Attention Mechanisms
李汪翰 (Lee, Wang-Han)

基於雙重注意力機制之視網膜血管分割深度學習網路
Deep Retinal Vessel Segmentation Network based on Dual Attention Mechanism
胡景閎 (Hu, Jing-Hung)

2022

用於高光譜和多光譜影像融合的知識蒸餾師生網路
Knowledge Distillation Teacher-Student Network for Hyperspectral and Multispectral Image Fusion
倪至謙 (Ni, Chih-Chien)

基於雨嵌入一致性和注意力機制之單張影像去雨
Single Image Deraining Using Rain Embedding Consistency and Attention Mechanism
黃冠樺 (Huang, Guan-Hua)

基於 SwinTransformer 及深度學習網路之高光譜影像融合
SwinDFN:Deep Hyperspectral and Multispectral Image Fusion based on SwinTransformer
李沃晏 (Li, Wo-Yen)

基於非監督式生成對抗網路及對比學習之水下影像品質回復
Unsupervised Generative Adversarial Network and Contrastive Learning for Underwater Image Restoration
宋奕泓 (Sung, Yi-Hung)

2021

基於非監督式跨領域深度學習之單張影像雜訊去除
Unsupervised Cross Domain Deep Learning for Single Image Noise Removal
蔡洪弦 (Tsai, Hong-Xian)

基於變分自動編碼器之解糾纏模型設計與應用:單細胞RNA定序之聚類與細胞擾動之預測
Variational autoencoder based disentangle model design and application: scRNA-seq clustering and cell perturbation prediction
陳則光 (Chen, Ze-Guang)