Photonics and Information Lab

Members

113級

賴佑嘉－Studying

蔡亦廷－Studying

易敬翔－Studying

許秉荃－Studying

112級

張欽涼－深度學習於胃內視鏡影像中胃炎和早期胃癌檢測與分類之研究
Deep Learning-based Detection and Classification of Gastritis and Early Gastric Cancer in Gastric Endoscopy Images

吳洛融－基於深度學習的胰臟囊性病變分割與分類之研究
Study on deep learning based segmentation and classification of pancreatic cystic lesions

李侑澤－Studying

陳奕霖－利用元素相位函數合成電腦生成全像之研究
Study on the Use of Elemental Phase Functions to Synthesize Computer- Generated Holograms

111級

陳衍凱 - 使用堆疊式集成學習偵測胸部X光影像中肺結核病癥之研究

Detection of Tuberculosis Lesions in Chest X-ray Images Using Stacked Ensemble Learning

code: https://reurl.cc/A4Vq9E

董泰均－基於菲涅爾繞射參數自適應之快速純相位電腦生成全像轉換研究

Study on the fast phase-only computer-generated hologram transform based on Fresnel diffraction parameter adaptation

王景鴻－基於視覺轉換器之針型共焦雷射顯微內視鏡胰臟囊性病變視訊分類

Classification of Pancreatic Cystic Lesions in Needle-Based Confocal Laser Endomicroscopy Videos Based on Vision Transformer

徐正洲－基於生成式對抗網路重建超穎透鏡模糊影像
Reconstruction of metalens blurred images based on generative adversarial networks

110級

李典諭－使用堆疊式集成學習偵測胸部X光影像中肺結核病癥之研究

Detection of Tuberculosis Lesions in Chest X-ray Images Using Stacked Ensemble Learning

code: https://reurl.cc/A4Vq9E

詹凱傑－基於多維度的深度學習網路對共焦顯微內視鏡影像進行胰臟囊性腫瘤病變分類

Classification of Pancreatic Cystic Lesions in Confocal Micro-Endoscopic Videos Based on Spatio-temporal Deep Learning Network

蔡朋諺－基於深度學習網路重建多平面影像之電腦生成全像圖

Design of Computer-Generated Holograms for Multiplane Image Reconstruction Using Deep Learning Network

顏境徵－使用深度學習檢測並重建影像中高亮度區域

Detect and Reconstruct Reflective Regions in Images Based on Deep Learning

109級

周易凱－基於電腦視覺與深度學習網路於共焦顯微內視鏡視訊中的胰腺囊性癌變分類

Classification of Pancreatic Cystic Types in Confocal Micro-Endoscopic Videos Based on Computer Vision and Deep Learning Network

魏全奕－基於人工智慧判斷胸部X光影像肺部病灶區域之研究

Study on the Detection of Lung Lesions in Chest X-ray Images based on Artificial Intelligence

陳聖仁－使用Deeplabv3+深度學習網路在早期胃癌病變區域偵測之研究

Using Deeplabv3+ Deep Learning Network for Early-stage Gastric Cancer Detection in NBI Images

楊晟育－邊界匹配與梯度匹配碎形影像交錯編碼技術之研究

Study on Side Match and Gradient Match Fractal Mating Coding of Images

黃郁傑－基於Holo_U-Net深度學習網路設計電腦生成全像圖的研究

Study on Computer-Generated Hologram Using Holo_U-Net Deep Learning Network

108級

潘建銘－深度學習網路於共軛焦顯微內視鏡胰臟癌影像病徵分類之研究

Deep Learning Network for Pancreatic Cancer Feature Classification based on Confocal Microendoscope Images

丁少閎－基於光學聯合轉換相關器之影像多工與認證技術

Optical Image Multiplexing and Verification Based on Joint Transform Correlator

黃麟傑－使用多種U-net深度學習網路在NBI影像中偵測早期胃癌病徵區域之研究

Using Various U-net Deep Learning Networks for Early-stage Gastric Cancer Detection in NBI Images

張育瑞－基於機器學習於光線變化下之瞳孔面積量測

Pupil Area Measurement Under Luminance Variation Based on Machine Learning

Clara Lavita Angelina SiaGian －使用VGG19深度學習網路對共聚焦顯微內視鏡視頻中的胰腺囊性癌變進行計算機輔助分類

Computer-Aided Classification of Pancreatic Cystic Types in Confocal

Micro-Endoscopic Videos Using VGG19 Deep Learning Network

107級

趙茂翔－基於菲涅爾轉換重建多平面影像之多重相位擷取演算法之研究

Study of Multiple-phase Retrieval Algorithm for Multiple-plane Image Reconstruction Based on Fresnel Transform

黃芊婷－使用U-net深度學習網路在早期胃癌病徵區域偵測之研究

Using U-net Deep Learning Network for Early-stage Gastric Cancer Detection in NBI Images

黃郁芳－於支援向量機中使用血管邊緣密度特徵與局部三值模式做胃部內視鏡窄頻影像中早期胃癌偵測之研究

Early Stage Gastric Cancer Detection in Endoscopy NBI Images by Using Vessel Edge Density and Local Ternary Pattern Features in Support Vector Machine

林佩瑩－彩色二維條碼之研究

Study on Two-Dimensional Color Bar Code

106級

林佑澄－胃內視鏡NBI影像中病徵區域調整之人機介面設計

Human-computer interface design for contour adjustment of detected lesion region in gastric endoscopy NBI images

楊智全－使用深度學習網路在早期胃癌病變區域偵測之研究

Using deep learning network for early-stage gastric cancer detection in NBI images

林沅睿－使用區域局部三值圖像模型訓練支持向量機偵測胃部內視鏡窄頻影像之早期癌症區域

Early stage gastric cancer detection in endoscopy NBI images by local ternary pattern features and support vector machine

許祐維－圓形雙相位旋轉多工光學影像加密技術之研究

Study on circular double phase only function rotation multiplexing for optical image encryption

林鑫平－使用尺度不變特徵轉換訓練支援向量機偵測窄頻內視鏡影像中早期胃癌病變區域

Detection of early-stage gastric cancer in endoscopy NBI images by using scale-invariant feature transform and support vector

周裕軒－雙相位傾斜平面角度多工光學影像加密技術之研究

Study on double phase tilt plane angle multiplexing for optical image encryption

王耀庭－單相位傾斜平面角度多工光學影像加密技術之研究

Study on single phase tilt plane angle multiplexing for optical image encryption

105級

蔡岳君－利用深度學習擷取胃內視鏡窄頻影像中之微血管及微結構之研究

Study on microvessels and microstructure extraction in gastric NBI endoscopy images with deep learning

楊修銘－以灰階共生矩陣和支援向量機利用影像區塊重疊特性做早期胃癌病變區域之偵測

Using the feature of overlapping blocks to detect early-stage gastric cancer in NBI images and its APP implementation

104級

林子堯－應用分數傅立葉轉換以分離二維圓形條紋圖案之研究

Apply fractional Fourier to separate two-dimensional mixed-fringe patterns

王玉婷－基於單相位菲涅爾轉換多重參數的多工影像加密

Optical Image Encryption Using Multi-parameter Multiplexing in the Fresnel Transform Domain

莊毓晨－應用放大內視鏡窄頻影像擷取胃部微血管進行病徵辨識之研究

Computer-aided detection of microvessels and lesion recognition for magnified NBI endoscopy images

陳家陞－應用放大內視鏡窄頻影像偵測胃部病徵邊界之研究

Computer-aided detection of gastric lesion boundary using magnified endoscopy narrow band imaging

103級

王怡心－胃部窄頻內視鏡影像中基於表面微結構病徵的偵測與分類

Detection and classification of narrow-band gastric endoscopic images by exploring micro-surface structures

陳懷哲－結合灰階共生矩陣與向量量化技術做胃部放大內視鏡窄頻影像中早期癌症微血管病徵的偵測

Detection of micro-vessels gastric cancer with magnified NBI endoscopy images by using GLCM and VQ techniques

102級

林昆霈－結合多重LBP特徵之向量量化技術應用於胃部內視鏡窄頻放大影像之早期癌症區域偵測

Detection of early stage gastric cancer with magnified NBI endoscopy images using vector quantization on multiple LBP features

洪瑋駿－應用放大內視鏡窄頻影像擷取胃部微血管與特徵分析之研究

Computer-aided detection of microvessels and pattern classification for magnified NBI endoscopy images in the stomach

李武駿－三維修正型 Gerchberg–Saxton 演算法應用於全像投影之研究

The study of three dimensional Modified Gerchberg-Saxton Algorithm used in holographic projection

陳志傑－雙色度反射模型擷取高動態範圍影像中高曝光區域細節資訊之研究

Using dichromatic reflection model to extract overexposed regions in high dynamic range images

101級

陳宜秦－胃部放大窄頻影像中病變區域之檢測與分類

Detection and classification of lesions in magnified NBI images of the stomach

賴信良－基於分數與短時傅立葉轉換分析以分離混合信號

Mixed signal separation based on fractional Fourier and short-time Fourier transform analysis

林哲先－光學相位擷取技術應用於影像加密與全像顯示

Optical phase retrieval technology used in image encryption and hologram display

蔡政修－靜態影像中以 CUDA 加速產生動態物件效果之研究 -以煙火施放為例

CUDA Accelerated Rendering of Dynamic Objects in Still Images – Using Fireworks as Example

林俞宏－應用移動補償於加速大腸鏡影像導航系統之研究

Using motion compensation to accelerate colonoscopy navigation system

100級

張維修－靜態影像中模擬動態LED光源之研究

Simulation of Dynamic LED Lighting Effects in Still Images

林郁惠－應用放大內視鏡窄頻影像分析胃部惡性腫瘤特徵之研究

Computer-aided diagnosis in detection of aberrant gastric mucosal lesion in the stomach with magnified narrow band imaging endoscopy images

楊宗翰－利用Kinect深度影像實現虛擬鋼琴之操作

Implementation of Virtual Piano Playing with Kinect Depth Images

蔡盛棠－印刷樂譜辨識轉換簡譜之應用

Automatic Recognition of Printed Music Score to Convert Numbered Musical Notation

99級

林慶周－利用分數傅立葉轉換在多重訊號分離上之研究

Multiple Signal Separation Using Fractional Fourier Transform Analysis

潘仁傑－機器視覺於晶圓切割辨識與無標示之人機介面系統實現

Wafer die recognition and markless human computer interface implementation based on machine vision

吳銘達－波長與位置多工影像加密的參數分析和應用於立體影像顯示之研究

Multiple-Image Encryption Using Wavelength and Position Multiplexing and Its Application on Stereoscopic Display

陳建融－利用臉部動作及表情之人機介面系統實作

A human-computer interface system implementation using facial movements and expressions

98級

彭曉薇－基於範例法與非負矩陣分解法之人臉影像預測

Non-negative Matrix Factorization and Exemplar-based Aging Facial Image Prediction

林俞賢－應用雙向濾波器於大腸內視鏡影像之血管網路移除及自動化超音波影像腹膜厚度量測之研究

Realization of Finger Recognition on Virtual Mouse Application

張書輔－應用粒子系統對靜態影像產生動態效果之研究

Study on Generating Dynamic Visual Effects on Still Images Using Particle System

蔡榮鋒－探測器與撒水系統啟動機制對建築物火災滅火性能之研究 (博士班)

Study on Building Fire Fighting Performance using Detector and Sprinkler System Start-up Mechanism

97級

周柏宏－具高安全性光學影像認證與加密系統之研究

Study on Optical Image Verification and Encryption Systems with High-Level Security

林俊宏－基於家族影像之人臉預測系統

Human Facial Image Prediction Using Correlated Family Images

王明宗－應用視訊觀察與偵測小鼠的交配

Monitored and Inspected Mouse Mating by Video Surveillance

彭徐鈞－應用碎形分析大腸鏡血管網紋路與臨床代謝症候群關聯性與開發大腸鏡檢查導航系統之研究

Fractal analysis of colonoscopy image for clinical metabolic syndrome and development of real-time navigation system

96級

林裕淇－電磁波能量獲取之電路分析及應用

Circuit analysis and Applications of Electromagnetic Energy Harvesting

陳政陽－實現手指辨識在虛擬滑鼠之應用

Realization of Finger Recognition on Virtual Mouse Application

張江伃－視訊監控在小鼠動作之描述與分析

Description and Analysis of Mouse Motion by Video Surveillance

吳忠諭－分數傅立葉轉換和菲涅爾轉換在影像加密與訊號分離上之研究

Studies on images encryption and signal separation using Fractional Fourier Transform and Fresnel Transform

95級

李清和－運用參數頻譜估計法結合生物特性之數值對應以分析同源的DNA及蛋白質序列

Combined analysis of homologous DNA and protein sequences using parametric power estimate and biology-based numerical mapping schemes

陳昌賢－監控視訊中基於頻率域的人物移動分析

Frequency-Domain-Based Human Motion Analysis in Surveillance Videos

李秉儒－基於分數傅利葉轉換與聯合轉換相關器之光學影像安全系統

Optical Image Security Systems Based on Fractional Fourier Transform and Joint Transform Correlator

94級

呂建毅－光學影像認證與秘密系統之研究

Study of The Optical Image Verification and Security Systems

羅金生－蛋白質序列比對與糖化位置偵測之研究

Studies on protein sequence matching and Glycosylation position detection

許志仲－改良不同影像壓縮技術之編碼效能與結合影像保護之研究→ 志仲學長自介

Studies of Improving Coding Performance and Encryption in Various Image Compression Techniques

93級

蘇上欽－保齡球競賽視訊內容檢索之研究

The Study of Indexing the Bowling Game Video Content

蘇江田－利用向量量化索引在影像切割之研究

Image Segmentation based on Vector Quantization Indices

許志維－非負矩陣分解法在人臉影像預測與光學影像加密之應用

Human Facial Image Prediction and Optical Security based on Non-negative Matrix Factorization

92級

陳兆慶－基於光學聯合轉換相關器影像認證系統之研究

Studies of Image Verification Based on Joint Transform Correlator

蕭聖文－應用於快速資料檢索之視覺化基因序列的特徵擷取

Feature Extraction of Visualized Genomic Sequences for Fast Database Retrieval

91級

張光藝－基於內容資訊檢索之三維模型資料庫研究

Study of Content-base Information Retrieval for Three-dimensional Model Databases

詹宗霖－基於全像術之影像浮水印技術研究

Watermark Embedding based on Holography and DCT Coefficients of Images

林慶忠－光學聯合轉換相關器訊號壓縮與重建研究

Study on joint transform correlator signal compression and reconstruction

林鍾權－碎形交錯編碼演算法之多張影像壓縮與加密研究

Fractal Mating Coding for Mutual Multi-image Compression and Encryption

90級

陳慶唐－光學資訊安全系統中影像鑑別架構之研究

Study on image verification architectures for optical security systems

潘彥豪－提升有限狀態向量量化影像編碼效能之研究

Study of Improving Efficiency of Finite-State Vector Quantization for Images