Principal Investigator
陳永昇 Yong-Sheng Chen 教授
Email: yschen@nycu.edu.tw
TEL: 03-5131316
Lab. TEL: 03-5712121 # 54754
Personal Website
PhD Students
| Name | Github | Research Interests |
|---|---|---|
| Evelyne Calista | Medical Image Processing, Deep Learning Application | |
| 林穎志 Ying-Chih Lin |
Medical Informatics, Medical Image Processing, Deep Learning | |
| 任博仲 Po-Chung Jen |
Computer Vision and Object Detcetion | |
| 劉子齊 Tzu-Chi Liu |
🔗 | Computer Vision, Object Detection, Deep Learning |
Master Students
| Year | Name | Github | Research Interests |
| 2024 | 蘇柏叡 Po-Jui Su |
Medical Image Processing | |
| 盧品樺 Pin-Hua Lu |
Medical Image Processing | ||
| 陳晴川 Ching-Chuan Chern |
Medical Image Processing | ||
| 王翔 Hsiang Wang |
🔗 | Computer Vision | |
| 2023 |
王芷鈴 Tzu-Ling Wang |
Computer Vision | |
| 薛祖恩 Tsu-En Hsueh |
🔗 | EEG Emotion Recognition | |
| 彭筱竹 Hsiao-Chu Peng |
Medical Image Processing | ||
| 彭宇楨 Yu-Chen Peng |
🔗 | Computer Vision | |
| 楊捷喻 Jie-Yu Yang |
Medical Image Processing | ||
| 2022 |
許瑋芸 Wei-Yun Hsu |
🔗 | EEG Emotion Recognition |
| 2020 |
劉致嘉 Zhi-Jia Liu |
Alumni – Ph.D.
| Name | Github | Thesis |
|---|---|---|
| 劉嘉修 Jia-Xiu Liu |
Brain Extraction and Registration Algorithms for Computational Anatomy 計算解剖學之腦區域擷取與對位演算法 |
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| 何姿欣 Zih-Sin He |
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| 鄭詠成 Yong-Cheng Jheng |
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| 許瑞麟 Ruei-Lin Syu |
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| 詹慧伶 Hui-Ling Chan |
Spatiotemporal Imaging of Functional Connectivity Using Electromagnetic Brain Signals 利用腦電磁訊號之功能性連結時空造影 |
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| 郭柏志 Bo-Zhi Guo |
Manifold Encoding and Decoding for Investigation into Information Processing in Human Brain using MEG
利用腦磁圖進行大腦訊息處理之流形編碼與解碼 |
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| 李天佑 Tian-You Li |
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| 張家仁 Jia-Ren Jhang |
Effective Deep Network Architectures for Object Recognition and Stereo Depth Estimation
物體辨識及立體深度估算的高效深度網路架構 |
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| 楊曉蒨 Hsiao-Chien Yang |
Efficient deep neural network for dense depth estimation and 3D model reconstruction
用於稠密深度估測以及三維重建之高效深度神經網路
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| 林奭彥 Shih-Yan Lin |
Deciphering Complex Brain Networks with Magnetic Resonance Imaging, Graph-theoretical Analysis and Deep Learning on Graphs: Applications in Cognitive and Clinical Neuroscience
利用磁振造影、圖論分析和圖深度學習解譯大腦網路：在認知和臨床神經科學中的應用
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| 陳平揚 Ping-Yang Chen |
Enhancing Visual Detection with Mixed Stage Partial Network, Parallel FPN, and Background Learning
優化無人機視覺監控：基於影像背景學習強化的部分混合階段網路與平行特徵金字塔
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| 張珮君 Pei-Chun Chang |
🔗 |
Music information analysis using deep neural networks
應用深度學習網路於音樂資訊分析
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Alumni – Master
| Year | Name | Github | Thesis |
| 2007 | 林育宏 Yu-Hong Lin |
Parcellation-based Multivariate Morphometry for Characterizing Differences of Brain Structures
腦部結構差異量化分析之區塊多變量型態法 |
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| 李郁萱 Yu-Syuan Li |
Automated Sleep Staging using Single EEG Channel for REM Sleep Deprivation
利用單通道腦電波進行自動睡眠分期之快速動眼期睡眠剝奪 |
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| 陳亮維 Liang-Wei Chen |
Three-choice Brain-Computer Interface System through Classification and Voting of Temporal Features
時序特徵分類與投票之三選項腦機界面系統 |
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| 陳乙慈 Yi-Cih Chen |
Beamformer-based Spatiotemporal Imaging of Correlated Brain Activities
光束構成法之腦部活動相關性時空造影 |
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| 凃淵耀 Yuan-Yao Tu |
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| 黃永煌 Yong-Huang Huang |
A 3-D Surveillance System using Integrated Multiple Cameras
整合多攝影機之三維監控系統 |
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| 2008 | 張筱苑 Siao-Yuan Jhang |
A vision-based navigation system for visually impaired people
以視覺為基礎之視障輔助導引系統 |
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| 王億婷 Yi-Ting Wang |
Multiresolutional Graph Cuts for Brain Extraction from MR Images
利用多解析度圖形分割之磁振造影影像腦區擷取法 |
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| 王清偉 Cing-Wei Wang |
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| 2009 | 李健銘 Jian-Ming Li |
Detection of Cyclic Alternating Pattern in Electroencephalographic Signals
利用腦電波訊號之循環交替模式偵測 |
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| 謝宛伶 Wan-Ling Xie |
Long-term Object Tracking in Video with Unsteady Frame Rate
不穩定更新率影片之物體長程追蹤 |
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| 林家萍 Jia-Ping Lin |
Person Identification using Electroencephalographic Signals Evoked by Visual Stimuli
利用視覺誘發腦電波之身份辨識 |
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| 李國維 Guo-Wei Li |
Construction of Customized Brain Template from Magnetic Resonance Images
磁振造影腦模板之客製化建構 |
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| 李欣芳 Xin-Fang Li |
Emotion Recognition using Magnetoencephalographic Recordings Evoked by Affective Visual Stimuli
利用情感性視覺誘發腦磁波之情緒辨識 |
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| 2010 | 陳旭龍 Syu-Long Chen |
3-D Object Model Reconstruction and Immersive Interaction using Kinect Sensor
利用深度感測器之三維物體模型重建與擬真互動
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| 沈于涵 Yu-Han Shen |
Construction of Brain Templates using T1-weighted and DT MRI Data
使用T1權重和擴散張量磁振造影影像之腦部影像模板建構
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| 胡佩綺 Pei-Ci Hu |
Objective Assessment of Menstrual Pain Scale
以靜息態腦磁波訊號進行經痛程度的客觀評估
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| 2011 | 鄭佳怡 Jia-Yi Jheng |
EEG-based Person Identification System and Its Longitudinal Adaptation
運用腦電波之身分辨識系統及其長時調變機制
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| 許志維 Jhih-Wei, Syu |
3D Object Model Reconstruction with Texture Mapping using RGB-D Camera
使用色彩與深度感測器之三維物體模型重建與紋理貼圖
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| 鄭晴懌 Cing-Yi Cheng |
使用色彩與深度感測器之磁振造影與腦磁波圖自動化對位系統
Automatic Co-registration of EEG-MRI data using RGB-D Camera |
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| 2012 | 盧芊慧 Cian-Huei Lu |
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| 彭俊康 Jyun-Kang Peng |
Camera Calibration and Image Stitching of Vehicle Surrounding Monitoring System
車週監控系統之攝影機校正及影像接合 |
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| 吳伊婷 Yi-Ting Wu |
Fast Diffusion Spectrum MRI Technology using Dictionary-based Compressive Sensing
字典式壓縮感測之快速擴散頻譜磁振造影技術 |
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| 陳怡地 Yi-Di Chen |
Objective Assessment of Menstrual Pain Scale by Resting-state Brain Activity Estimated from MEG 以靜息態腦磁波所估算得之腦部活動進行經痛程度的客觀評估 |
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| Nuriza Pramita | |||
| Fabian Guth | |||
| Sven | |||
| Markus | |||
| 2013 | 唐瑞祺 Ruei-Ci Tang |
Vehicle Around View System with Dynamic 3D Projection Model
具動態三維投影模型之環車視訊系統 |
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| 王盈萱 Ying-Syuan Wang |
Automatic Program Director System in Virtual Studio using RGB-D Sensor 使用彩色深度感測器之虛擬攝影棚自動導播系統 |
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| 梁雅棻 Ya-Fen Liang |
The effects of age on visual-spatial working memory (VSWM)：A cross-sectional fMRI study 視覺空間位置工作記憶的老化效應： 功能性磁振造影研究 |
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| 王俊偉 Jyun-Wei Wang |
Brain-Computer Interface System Based on Multi-class Motor Imagery Classification of Brain Source Activity Using Maximum Contrast Beamformer 使用最大對比光束集成濾波器之腦活動多類動作想像腦機介面系統 |
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| 2014 | 陳柏豪 Bo-Hao Chen |
Object Model Reconstruction System with High-resolution Texture Mapping using RGB-D Sensor 使用彩色深度感測器之物體模型重建系統與高解析度紋理貼圖 |
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| 余俊顯 Jyun-Sian Yu |
Autoencoder-based Brain Source Localization Using Magnetoencephalographic Data 以自動編碼機為基礎之腦磁波訊號源定位 |
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| 戴豐鍾 Fong-Jhong Dai |
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| 2015 | 譚傑森 Jie-Sen Tan |
Computer Vision Techniques for Detection and Recognition of Drinking Activity 電腦視覺技術應用於飲水動作偵測與辨認 |
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| 劉芳妤 Fang-Yu Liu |
Model Reconstruction Using Visual SLAM and Deep Stereo Matching 利用同步定位與地圖構建及深層立體匹配的模型重建 |
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| 王儀錚 Yi-Cheng Wang |
Multivariate Pattern Analysis of fMRI Data Using Deep Neural Network 基於深度神經網路進行功能性磁振造影之多變量模式分析 |
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| 周聖傑 Sheng-Jie Jhou |
Improve Accuracy of Motor-Imagery EEG Signals Classification with Different Parameters in Neural Networks 藉由神經網路參數調整改善運動想像腦電信號分類準確率 |
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| 2016 | 陳柏宇 Bo-Yu Chen |
Percussion Rhythm Reconstruction from MEG Data Using Auxiliary Classifier GAN 以輔助分類器生成式對抗網路進行腦磁波之打擊節奏重建 |
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| 劉彥秀 Yan-Siou Liu |
Large-scale Surveillance System of Environment with Reconstructed 3D Model 場景三維建模與大範圍監控系統 |
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| 施宗呈 Zong-Cheng Shih |
Perspective Correction for 3D Pedestrian Surveillance System 三維行人監控系統之視點轉換修正 |
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| 黃昱晴 Yu-Cing Huang |
Domain Transfer for Semantic Segmentation in Aerial Images Using Drone Simulator 使用飛行模擬器進行空拍影像語義分割的領域遷移 |
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| 李玟燕 Wun-Yan Li |
Deep Neural Network for Visual Reconstruction from fMRI Data 由功能性磁振造影進行視覺影像重建之深度神經網路 |
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| 林凡翔 Fan-Siang Lin |
VR System for 3D Surveillance 三維視訊監控虛擬實境系統 |
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| 2017 | 陳芃彣 Peng-Wen Chen |
Deep Learning Model for CT Brain Feature Learning and AIS Region Segmentation
使用深度學習模型進行大腦電腦斷層影像特徵學習及急性缺血性腦中風區域切割
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| 陳佳琳 Jia-Lin Chen |
Face Image Reconstruction with Consistent Facial Attributes from Functional Magnetic Resonance Imaging 以功能性磁振造影重建具一致面部特徵之人臉影像 |
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| 章祐慈 You-Cih Jhang |
Learning 3D Geometry for Monocular Depth Estimation 具三維幾何學習能力之單目深度估測網路 |
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| 莊祐銓 You-Cyuan Jhuang |
FAS2D: Fast and Accurate Sparse-to-dense Depth Estimation 基於單目視覺與稀疏深度資訊之高效深度估測網路 |
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Yen-Chen Huang
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| Anika | |||
| 2018 |
林庭宇 Ting-Yu Lin |
Multi-resolution Residual Convolutional Neural Network for Brain Source Localization
以多解析度卷積殘差網路為基礎之腦訊號源定位
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| 曾思榮 Szu-Jung Tseng |
Glossokinetic-potential-based Human Computer Interface
基於舌動訊號之人機互動介面
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| 郭桂呈 Guei-Cheng Guo |
Sparse Regularization Multilayer Perceptron with Channel Selection for EEG Emotion Recognition 具通道選擇之稀疏正規化多層感知器於腦電波情緒辨識 |
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| 王浩全 Jonathan Wang |
Emergency Vocal Sound Events Detection and Classification based on Convolutional Recurrent Neural Network and Transfer learning 基於卷積遞歸神經網路與轉移學習之緊急人聲辨識系統 |
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| 李孟陽 Meng-Yang Li |
Automated Detection for Acute Ischemic Stroke using Non-Contrast Computed Tomography and Deep Learning 以未施打顯影劑之電腦斷層影像結合深度學習技術自動檢測急性缺血性中風 |
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| 2019 |
陳昭宇 Jhao-Yu Chen |
Autonomous Obstacle Avoidance for Drone Navigation based on Real-time Depth Estimation 基於即時深度預估使無人機在未知環境中自主避障 |
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| 温孝婕 Siao-Jie Wen |
Self-Supervised Stereo Matching on Light-Weight CNN 自監督立體視覺匹配之輕量化CNN |
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| 王咨晴 Tzu-Ching Wang |
Learning of Subject-Independent Representation in EEG Emotion Classification 跨受試者表徵學習於腦電波情緒分類 |
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| 田晏瑜 Yan-Yu Tien |
StyleGAN-v2 Based Reconstruction of Facial Images from fMRI with Improved Attribute Consistency 基於StyleGAN-v2並強化人臉特徵一致性之功能性磁振造影人臉影像重建 |
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| 2020 |
楊翔鈞 Hsiang-Chun Yang |
🔗 | APU-Net：Anatomy Prior U-Net for Acute Ischemic Stroke Segmentation using Non-contrast Computed Tomography APU-Net：結合臨床先備知識之捲積神經網路於無顯影電腦斷層上之急性缺血性中風影像分割 |
| 賴佑家 You-Jia Lai |
Self-supervised learning of joint optical flow estimation and stereo matching using attention based estimator 基於注意力機制估測器以結合光流估計與立體匹配的自監督式學習 |
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| 方宜晟 I-Sheng Fang |
🔗 |
Weakly Supervised Learning of Cross-Modal Depth Estimation using RGB-D Sensors
使用RGB-D感測器之跨模深度估測的弱監督學習
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| 馬旭勃 Syu-Bo Ma |
Accuracy Improvement for EEG Cross-Subject Emotion Classification via Latent Disentangling
利用潛在特徵去交錯化提高腦電波情緒分類準確率
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| 2021 |
葉宥麟 Yu-Lin Yeh |
🔗 | Model training of acute ischemic stroke detection in multi-source non-contrast computed tomography using noisy label 使用多源含雜訊之未施打顯影劑電腦斷層影像中檢測急性缺血性中風之模性訓練 |
| 陳祐平 You-Pin Chen |
🔗 |
Anatomy-Prior Hybrid Network for Acute Ischemic Stroke Lesion Segmentation in Non-Contrast Computed Tomography
結合腦結構資訊之混合網路於無顯影劑電腦斷層中分割急性缺血性中風區域
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| 許嘉倫 Chia-Lun Hsu |
🔗 |
Attention based Multi-Dimensional Cooperative Network for Stereo Matching and Integration with DROID-SLAM for 3D Scene Reconstruction
基於注意力機制的多維合作網路進行立體匹配並與 DROID-SLAM 結合進行三維場景重建
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| 劉孟學 Meng-Hsueh Liu |
🔗 |
Multimodal Sentiment Analysis on Evoked Dataset with Label Smoothing Method
使用標籤平滑化於誘發資料集進行多模態情緒分析
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| 李柏毅 Po-I Lee |
🔗 |
Facial Emotion Recognition Based on a Global and Local Attention Network
基於全域和局部注意力網路之臉部情緒辨識
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| 黃漢聲 Hansen Wijanarko |
🔗 |
Triplet Variational Autoencoder with SemanticGuided Features Retrieval for Enhanced Unsupervised Anomaly Detection in Brain MRI
三重變分自編碼器輔以語義導向特徵擷取，提升腦部 MRI 未監督異常檢測效能
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| 2022 |
江岳勳 Yueh-Hsun Chiang |
Weakly-supervised monocular multimodal depth estimation by recovering metric-scale motion through confidence prediction of iToF depth 基於iToF深度信心圖之弱監督式多模態單目絕對尺度深度預測 |
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| 石偉辛 Wei-Xin Shih |
SpeechDriven 3D Emotional Facial Animation and Smooth Head Motion 以語音驅動的 3D 情感面部動畫與平滑頭部運動 |
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| 劉東昕 Tung-Hsin Liu |
Dual-Branch Network with Sampling Strategy for Acute Ischemic Stroke Lesion Segmentation in Full-Resolution Non-Contrast Computed Tomography 結合雙分支網路及採樣策略於全解析度無顯影電腦斷層上 之急性缺血性中風影像分割 |
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| 張哲源 Che-Yuan Chang |
🔗 | Transforming 2D Bounding Boxes into 3D Representations in Autonomous Driving Scenarios through Geometry Guidance 在自駕場景中透過幾何導引將二維邊界框轉化為三維表示結構之研究 |
Alumni – Research Assistant
| Year | Name | Github | Thesis |
|---|---|---|---|
| 鄭伃均 YU-JYUN JHENG |