Lab Thesis

• 台灣博碩士論文知識加值系統

July 2025 Graduation

• 陳俊堯

  • GAN-Based Adversarial Sunglasses for Face Verification Attacks 

  • 以 GAN 生成對抗式墨鏡進行人臉驗證攻擊 

• 吳愷祐

  • Video-Based Facial Expression Recognition via Spatio-Temporal Transformers 

  • 基於時空 Transformer 之影片臉部表情辨識 

• 石庭豪

  • Transformer-Based Diversified Latent Flows for 3D Human Motion Prediction 

  • 基於 Transformer 與多元潛在流之三維人體動作預測 

January 2025 Graduation

• 劉濬誠

  • 3D Human Pose and Shape Estimation with Spatial and Temporal Transformers

  • 基於空間和時間 Transformer 的三維人體姿態與形狀估測

• 宋祐安

  • Valence-Arousal Emotion Analysis Using Graph Convolutional Networks for Facial Expression Recognition

  • 使用圖卷積神經網絡進行臉部表情辨識的正負性—喚醒度情緒分析

  • 工學院專題, 影片 

July 2024 Graduation

• 邱德倫

  • 3D Face Alignment in Video with Temporal Convolutions

  • 基於時間卷積的影片三維人臉對齊

  • 工學院專題, 影片

• 陳冠宇

  • Utilizing Optical Nonllinear Mapping for Deep Learning

  • 應用光學非線性映射於深度學習

January 2024 Graduation

• 陳衡安

  • Camera Distance-Aware 3D Human Pose Estimation from Videos

  • 具備相機距離感知的視頻中三維人體姿態估測

• 李定洲

  • Simultaneous Face Detection and 6DoF Pose Estimation

  • 同時人臉偵測與六自由度姿態估測

• 歐穎璇

  • Enhancing Masked Face Recognition through Adaptive Margin Quality

  • 透過適應性邊緣品質提升遮擋臉部識別

  • 工學院專題, 海報, 影片

July 2023 Graduation

• 陳宏寬

  • Prediction of Alzheimer's Disease via Spatial Temporal Graph Convolution

  • 基於時空圖卷積之阿茲海默症預測

• 黃保勲

  • Analyzing Valence-Arousal Emotions: Facial Expression Recognition with Integrated 2D and 3D Feature Aggregation

  • 分析情緒的正負性—喚醒度：基於整合的二維與三維特徵聚合的臉部表情辨識 

July 2022 Graduation

• 廖日榮

  • Multi-Person 2D Pose Estimation from Thermal Images via Semi-Supervised Learning (youtube)

  • 基於半監督式學習之熱影像多人二維姿態估測

• 謝子翔

  • Efficient Face Detection via Cascade Neural Networks

  • 基於串級神經網路之快速臉部偵測

• 劉彥汶

  • Head Pose Estimation based on Dictionary Learning and 3D Face Reconstruction

  • 基於字典學習及三維臉部重建之頭部姿態估測

• 張智傑

  • Path Planning for Automatic Parking Based on Distributional Soft Actor-Critic

  • 基於分布式 Soft Actor-Critic 方法之自動停車路徑規劃 (youtube, presentation)

January 2022 Graduation

• 黃建誠

  • Moving Direction Prediction Under Occlusion and Its Application to Thermal Infrared Object Tracking

  • 應用於熱影像物件追蹤之被遮蔽物件行進方向預測

• 葉治均

  • Deep Learning based Prediction of Alzheimer's Disease via Independent Component Analysis of Resting-State fMRI

  • 透過靜息態功能性磁振造影之獨立成分分析以深度學習預測阿茲海默症

• 吳彥頡

  • Person Head Detection via One-Stage Object Detector

  • 基於一階段物件偵測之人頭偵測

• 張訓豪 (共同指導)

  • Camera Pose Estimation and 3D Pose Reconstruction from a Single Human Image

  • 從單張影像估測相機姿態及重建三維人體動作

January 2021 Graduation

• 姚詠泰

  • Head Pose Estimation Using PnP Refinement and 3D Face Reconstruction

  • 基於多點透視修正及三維人臉重建之頭部姿態估測 (youtube)

• 王銘譽

  • Automatic Parking Using Deep Reinforcement Learning

  • 基於深度強化學習之自動停車 (youtube)

• 楊凱鈞

  • Transformer-based Image Captioning with Out-of-Domain Generalization

  • 基於 Transformer 具領域外泛化能力之影像標題生成

• 溫禮維

  • Fast Face Detection via Anchor Cascade and Feature Aggregation

  • 結合錨點串級與特徵聚合之快速人臉偵測

• 李承軒

  • Adversarial Attacks and Robust Training for Face Detection

  • 關於人臉偵測之對抗式攻擊及強韌學習

• 戴正智 (共同指導)

  • Camera Pose Estimation via 3D Face Reconstruction from a Single Face Image

  • 基於單張影像重建三維人臉之相機姿態估測