台大電信所數位影像處理與信號處理實驗室

發表的論文

專題報告

每隔一段時間每個人將自己的研究內容做個簡報

Natural Language Processing 相關主題	主講人	日期
Predicting the Probability Density Function of Music Emotion using Emotion Space + 鴻海語音助理小派	秦餘皞	2017/12/22

Image Processing 相關主題	主講人	日期
Image Deblurring - text image deblurring	廖駿林	2023/11/07
High Dynamic Range Imaging	吳悠嘉	2022/12/06
Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations	蔡昌廷	2021/12/07
Recent Developments on Super-Resolution	陳意雯	2018/12/28
Disparity estimation based on segmentation	楊浩學	2016/09/08
Introduction to Light-Field Camera	莊士昌	2014/06/26
IMU Deblur	張浩軒	2014/04/25
High Dynamic Range Imaging	吳泊泓	2014/02/13
Two-stage image denoising by principal component analysis with local pixel grouping	陳信慧	2014/02/13
Introduction to the Light-Field Camera	賴威昇	2013/11/29
An Overview of Image Matting	胡豪	2013/10/04
Image Denoising by Wavelet Transform	傅思維	2013/10/04
Introduction to imagefiltering denoising and image interpolation	陳信慧	2013/09/06
Image Interpolation and Super-Resolution	陳信慧	2013/04/26
Image Morphing	吳泊泓	2013/04/26
L0 Image Deblurring	賴威昇	2013/04/26
Combining Sketch and Tone for Pencil Drawing Production	陳愈	2012/12/07
Leveraging Stereopsis for Saliency Analysis, CVPR 2012	胥吉友	2012/12/07
Introduction of Saliency Map	陳建齊	2011/12/07
Gaussian Pyramid and Its Applications	吳泊泓	2011/12/07
Introduction to Depth Estimation and Focus Recovery	張緯德	2011/07/28
Scene completion & composition	趙偉崙	2010/12/22
Depth Estimation and Focus Recovery	洪文琦	2009/04/10
Depth Estimation and Focus Recovery	胡哲銘	2008/12/26
Depth Estimation and Focus Recovery	林于哲	2008/02/19
Color and Color Space	郭政錦	2008/02/19

Image Segmentation 相關主題	主講人	日期
Fast brain MRI segmentation by expectation maximization algorithm	胡鎧麟	2023/10/03
Active Contours “Snake” Segmentation	許宸睿	2023/04/25
Intro of Image Segmentation	王群博	2022/05/24
Image Segmentation - Superpixel Method	柯宣亦	2015/12/02
GraphCut	陳建齊	2011/10/21
Color image segmentation	蔡佳豪	2011/03/17
New Segmentation Technique	王昱翔	2010/12/22
Other method of Image Segmentation	蔡佳豪	2010/12/22
Image Segmentation,Representation and Description	張緯德	2010/12/19
Image Segmentation	陳建齊	2010/12/19
Image Segmentation	蔡佳豪	2010/03/16
A Briefly Introduction to Region-Based Image Segmentation	郭政錦	2008/09/12

Image Feature Extraction 相關主題	主講人	日期
Introduce to Edge Detection	黃品文	2023/01/03
Corner Detection	莊士昌	2013/10/21
Introduction to SIFT	陳信慧	2011/07/04
Image Feature Extraction	冼達	2009/10/23
An Introduction to Edge Detection	胡哲銘	2008/09/12
Edge Detection	李自恆	2007/10/17
Edge Detection	林于哲	2006/10/27

Video Processing 相關主題	主講人	日期
Introduction to Video Frame Interpolation	顏子鈞	2023/12/05
Introduction to Video Background Subtraction	劉又誠	2015/10/5

3D Computer Vision 相關主題	主講人	日期
Stereo Matching	洪昌甫	2024/09/24
Neural Radience Field	涂銘洋	2024/05/07
3D Photography using Context-aware Layered Depth Inpainting	蔡昌廷	2021/04/27

Image Compression 相關主題	主講人	日期
Improved AC Coefficients Compression	許煌浚	2023/12/05
Recent Developments on Data Compression	王奕翔	2016/12/28
Source Code of Lossy Contour Compression using Polynomial and DCT-bases	陳立昂	2015/11/11
Image Compression Base On DCT DWT	黃穎文	2012/12/07
Intruduction to Image Compression Techniques	陳信慧	2011/12/07
Image Compression-JPEG	黃穎文	2011/10/21
Basic Image Compression Concepts	潘冠臣	2010/12/19
Image Compression	劉俊佐	2010/12/19
Basic Image Compression Algorithm and Introduction to JPEG Standard	林保言	2009/04/10
Improved Shape-Adaptive Image Compression by Morphological Segmentation	李自恆	2008/09/12
An Introduction to Image Compression	魏維毅	2008/09/12
The Discrete Wavelet Transform for Image Compression	黃俊德	2007/05
The JPEG Standard	黃俊德	2006/10/27

Video Compression 相關主題	主講人	日期
Introduction to MPEG-Visual	許煌浚	2023/04/25
Introduction to H.264	許煌浚	2023/04/25
Deblocking Algorithms	魏維毅	2009/04/10
Digital Video Compression Fundamentals and Standards	魏維毅	2008/12/26

Wavelet Transform 相關主題	主講人	日期
An Introduction to Discrete Wavelet Transforms	廖科傑	2009/04/10
An Introduction to Wavelet Transform	林保言	2008/09/12
Sectioned Convolution and SCDWT	沈汝川	2008/02/19
Segmentation-based image compression	黃俊德	2008/02/19
Introduction to Wavelet Transform and Image Compression	徐康華	2008/02/19
Wavelet Analysis for Image Processing	李自恆	2008/02/19

FrFT 相關主題	主講人	日期
Synchrosqueezing-Based Short-Time Fractional Fourier Transform	鄭任傑	2023/10/03
Double random fractional Fourier-domain encoding for optical security	鄭任傑	2018/10/05
Introduction of Fractional Fourier Transform	蔡佳豪	2009/10/23
The Fractional Fourier Transform and Its Applications	洪文琦	2008/12/26
The Fractional Fourier Transform and Its Applications	林保言	2008/12/26
The Fractional Fourier Transform and The Linear Canonical Transform	沈汝川	2007/03/15
Applying FrFT and LCT to DSP	郭國銓	2007/03/15

Time-Frequency Analysis 相關主題	主講人	日期
Variational Mode Decomposition	盧德晏	2024/10/29
TFA-Net: A deep learning based time-frequency analysis tool	盧德晏	2024/03/05
Contactless Sleep Stage on Smartphones	洪昌甫	2023/12/05
Time Frequency Analysis of Railway Polygonized Wheel Detection	盧志賢	2022/12/06
Time Frequency Analysis Method for Railway Rolling Element Bearing Fault Diagnosis	盧志賢	2022/04/26
Matching Pursuit With Time Frequency Dictionaries	郭起霖	2016/10/26
An Introduction to FORMOSAT-3	張一凡	2012/12/07
An Introduction to Time-Frequency Analysis	吳泊泓	2009/10/23
An Introduction to Time-Frequency Analysis	廖科傑	2008/12/26
Time-Frequency Analysis and Hilbert Huang Transform	王文阜	2008/09/12

Integer Transform 相關主題	主講人	日期
Hadamard Matrix	華翔志	2018/10/05
Integer-Valued Zero Autocorrelation Sequences	華翔志	2018/01/26
Integer transform and Triangular matrix scheme	華翔志	2017/04/28
Number Theory	吳泊泓	2011/07/04
An Introduction to Integer Transform	洪文琦	2008/09/12
A Study of Integer Transform	張育思	2006/10

Pattern Recognition 相關主題	主講人	日期
Gestalt Principles and Its Application	林政均	2024/04/16
Introduction of automated-strike zone	李振勳	2023/05/31
Simple Eye Trancking with Depth Information	葉明昌	2023/05/31
Object Detection	顏勁賢	2023/05/31
Transformer and Masked Autoencoders	黃煜堯	2022/11/08
Applications of the Transformer to the Field of Computer Vision	王群博	2022/11/08
Hand Gesture Recognition	李奕承	2019/02/15
Multi-task Cascaded Convolutional Networks	許意晴	2018/12/28
MNIST, handwritten number classification	許意晴	2018/02/23
Multi-View Face Detection	陳建宇	2017/12/22
Detection and Classification of Apple Fruit Diseases Using Complete Local Binary Patterns	陳建宇	2017/03/28
Face Detection	蔡宇軒	2016/03/25
An introduction to pattern recognition	徐嘉駿	2016/01/20
An Introduction to Pattern Recognition	趙偉崙	2009/10/23
Image-Based Pattern Recognition Principles	廖科傑	2008/09/12
Object Recognition	王文阜	2007/10/17

Machine Learning 相關主題	主講人	日期
The introduction of energy-based model	胡鎧麟	2024/03/05
Model Compression	顏勁賢	2024/01/02
Adversarial Attacks	張融	2023/11/07
Green Learning	盧德晏	2023/10/03
Interesting Issues Regarding Machine Learning	施淳仁	2023/10/03
Important Issues Regarding Machine Learning	施淳仁	2023/06/27
GAN vs DPM	盧德晏	2023/04/25
Graph Neural Networks	張融	2023/04/25
Spectral Clustering	游承軒	2021/04/27
Spectral Normalization For Generative Adversarial Networks	華祥志	2020/09/29
Sparsity and Statistical Machine Learning	吳卓穎	2015/12/30
Convolutional Neural Network	陳柏任	2015/10/05
An Overview of Machine Learning	張一凡	2011/10/21

Signal Processing and Mathematical Techniques 相關主題	主講人	日期
Large Sample Convergence Issues	施淳仁	2024/10/29
Estimation	張融	2024/04/16
Bayes Filter Kalman Filter and Particle Filter	施淳仁	2024/03/05
Windowed Two-Dimensional Fourier Transform reassignment	鄭任傑	2024/03/05
Introduction of Fuzzy and Application	林政均	2023/11/07
Introduction to PCA	葉明昌	2023/11/07
Spatial-Slepian Transform on the Sphere	鄭任傑	2023/03/28
Algorithms for L1 Minimization	施淳仁	2023/01/03
Matrix Factorization	盧德晏	2023/01/03
Fast and Accurate Spherical Harmonics Products	鄭任傑	2022/10/04
Graph Fourier Transform	游承軒	2022/01/18
Gradient Projection for Sparse Reconstruction	黃昱佳	2021/12/07
Spherical Microphone Arrays	鄭任傑	2021/03/16
Chromatic Derivatives and Approximations	鄭任傑	2020/09/29
An Introduction to Compressive Sensing	陳盈柔	2012/10/26
An Introduction to Sparse Coding, Sparse Sensing	趙偉崙	2011/12/07
FIR and IIR Filter Design	王文阜	2008/02/19

Communication 相關主題	主講人	日期
AN INTRODUCTION TO OFDM	郭起霖	2016/03/25
The Mobile Multi-hop Solution in Ad hoc Networks	林于哲	2007/05

Audio Signal Processing 相關主題	主講人	日期
Voice Clones with 5s duration of listening	洪譽承	2022/05/24
Jukebox introduction	洪譽承	2022/01/18
Query By Singing and Humming System	林巧薇	2015/12/03

Bioinformatics 相關主題	主講人	日期
Biological Sequence Comparison and Alignment	王昱翔	2009/10/23
Introduction to DNA Sequence Alignment	胡哲銘	2009/04/10
Speed Up DNA Sequence Database Search and Alignment by Methods of DSP	徐康華	2008/09/12

Biomedical Imaging 相關主題	主講人	日期
Biomedical Imaging	林政均	2024/10/29

其他主題	主講人	日期
Basic Knowledge of Economic Signal	游登智	2024/05/07
美國暑期實習	游雨婕	2024/05/07
淺談數位IC開發流程	莫明勳	2024/05/07
Weights and Biases	謝昌諭	2023/12/05
Python GUI and Python Packaging	林政均	2023/03/28
Brief Guide to Version Control	顏子鈞	2023/03/28
Interesting Mediums Articles 1	施淳仁	2022/04/26
BlockChain	黃昱佳	2021/04/27
How to Music	陳秉鴻	2019/12/27
Game Theory	陳意雯	2018/02/23
Reviews and talks on ICME 2016	吳卓穎	2016/12/28
Introduction to Object Oriented Programming	王麒瑋	2014/03/21
A 32-bit Pipeline RISC CPU	王麒瑋	2013/12/20
Pygame	張浩軒	2013/11/29
3D Accelerometer	陳愈	2011/07/28
Report of Android	王建華	2010/12/25
Cryptography	郭政錦	2007/10/17

研究領域

[丁老師研究資料PowerPoint檔下載]

(1) Time-Frequency Analysis

Applications of TFA for Sampling
Hilbert Huang Transform
Wavelet Transform
Fractional Fourier Transform
Compressive Sensing

(2) Music Signal Analysis

(3) Digital Image Processing

Image Compression
Face Recognition
Character Recognition
Edge, Corner, and SIFT Point Extraction
Segmentation
Blurred Image Reconstruction
Image Quality Improvement
Feature Extraction
Object Tracking

(4) Digital Signal Processing

Signal Denoising
3-D Accelerometer
Eigenfunctions and SVD
Number Theory
Quaternion
Digital Filter Design
Nonlinear and Time Variant System Analysis

(5) Integer Transforms and Fast Algorithms

(6) Bioinformatics

ECG Signal Analysis
Bioinformatics
Biomedical Image Processing
Ultrasonic Image Analysis