
介紹如何運用現有的電腦視覺技術,製作出視覺特效。 課程除了理講解之外,也會藉由實驗來複習電腦視覺知識。 除了需要經常使用 Matlab 和 OpenCV 寫程式之外, 還可能需要自己動手拍攝影片與製作輔助拍攝的器材。 This course will illustrate the current computer vision techniquesfor producing Visual Effects. Besides lecturing theories, this course also help students review the knowledge of computer vision by experiment. In addition to using Matlab and OpenCV, students are expected to take videos by themselves and make some assistant tools for video taking.
【指定與參考用書】
Textbooks and References
【教學方式】
Teaching Methods
♠ | 每個星期 3 小時課堂講解與討論 |
| Lecture and discussion for three hours every week |
♠ | 同學們三人一組,共同討論作業 |
| Three students as a group discuss homework together |
♠ | 作業的分數將會以小組為單位評分 |
| The grades of homework will be rated on the base of group |
♠ | 個人的期末成績則會再因課堂參與及平時表現而有所差異 |
| Personal term grades will be different based on one’s class participation and performance |
【教學進度】
Syllabus
Introduction to CVFX Image Matting Image Composition and Editing Features and Matching Dense Correspondence Matchmoving Motion Capture 3D Data Acquisition Optimization Algorithms for Computer Vision
In the course, we will focus on the introduction of basic engineering electro-magnetics, the magnetic circuits, the energy conversion of electromechanical devices, and the priciples of rotating electromechanical machinery.Pre-requisite: College Physics (大學物理).Electrical Circuits (電路學)
♠ | Lecture Notes |
♠ | Guru and Hiziroglu, Electric Machinery and Transformers,3rd ed, |
Oxford University Press, 2001 |
【參考書籍 】
References
♠ | 課堂投影片,黑板講解與演習 |
1. | Review of Electric Circuit Theory |
2. | Basic Electromagnetism and Magnetic Circuits |
3. | Transformers |
4. | Principles of Electromechanical Energy Conversion |
5. | Synchronous Generators |
6. | Synchronous Motors |
7. | Induction Motors |
8. | DC Machinery Fundamentals |
1. | An Overview of Computer Communication |
1.1 Analog and Digital Signals | |
1.2 Two Kinds of Media: Electrical and Electromagnetic | |
1.3 Carrier and Modulation | |
1.4 The Real Time and Non-real Time Transmission Problems | |
1.5 The Multiplexing Receiving Problem | |
1.6 The Multiplexing Transmission Problem | |
1.7 The Basic Concepts of Antenna Design | |
2. | Conversions Between Analog and Digital Information |
2.1 Pulse Code Modulation | |
2.2 Minimum Sampling Rate-Nyquist Rate | |
3. | Fourier Representations for Signals |
3.1 FourierSeries | |
3.2 Fourier Transform | |
3.3 FT Representations for Periodic Signals | |
3.4 The Fast Discrete Fourier Transform | |
3.5 The Physical Meaning of the Fourier Transform | |
4. | Analog Modulation Techniques |
4.1 AmplitudeModulation | |
4.2 Double Sideband Suppressed-Carrier (DSB-SC) | |
4.3 Single Sideband Modulation (SSB) | |
5. | Digital Modulation Techniques |
5.1 Baseband Pulse Transmission | |
5.2 Amplitude-Shift Keying (ASK) | |
5.3 Binary Phase-Shift Keying (BPSK) |
【指定用書】
Text Books
Introduction to Communications for Non-Electrical-Engineering Students by Mao-Ching Chiu ,
Chia-Tung Lee , Eric S.Li ,Jung-Shan Lin and Tai-Ping Sun
謝倉秀哥大愛無私地奉獻材料熱力學的講義, 幫助學弟妹有效率地學習。老師的講義已經整理好課堂上的內容,若是同學能自己動手記錄下課堂上的重點,配合老師的講義內容,相信更能事半功倍加深記憶。Professor Tsung-Shiew Huang lights up your road of learning Thermodynamics of Materials. Professor Huang’s lecture notes give you wings.
♠ | D.R. Gaskell: "Introduction to the Thermodynamics of Materials," 5th ed. |
♠ | R.T. DeHoff, "Thermodynamics in Materials Science," McGraw-Hill, 1993. |
♠ | R.A. Swalin, "Thermodynamics of Solids," 2nd ed., John Wiley&Sons, 1972. |
【第1週】 | Ch.1 Introduction and Definitions of Terms (I): |
1. What do we learn from “Materials Thermodynamics”? 2. Classical versus Statistical Thermodynamics, 3. Thermodynamics versus Kinetics. 4. Thermodynamic systems of materials, 5. Thermodynamic variables, 6. Concept of state, 7. How to distinguish a state function. | |
【第2週】 | Ch.1 Introduction and Definitions of Terms (II): |
8. Equation of state of an ideal gas. Ch.2 First Law of Thermodynamics: | |
1. Energy conversion, 2. Relation between heat and work, 3. First law of thermodynamics, 4. Internal energy (U) and Enthalpy (H), 5. Heat capacity. 6. Reversible Adiabatic Process, 7. Reversible Isothermal Process, 8. Calculation examples for monatomic ideal gas. | |
【第3週】 | Ch.3 Second Law of Thermodynamics (I): |
1. Spontaneous Process and Reversible Process, 2. Entropy and Degree of Irreversibilty, 3. Entropy and Reversible Heat, 4. Reversible Isothermal Compression of Ideal Gas, 5. Reversible Adiabatic Expansion of Ideal Gas. 6. Properties of Heat Engine, 7. Thermodynamic Temperature Scale, | |
【第4週】 | Ch.3 Second Law of Thermodynamics (II): |
8. Second Law of Thermodynamics. 9. Maximum Work for Reversible Process, 10. Criterion for Equilibrium, 11. Combined Statement of 1st and 2nd Laws. | |
【第5週】 | Ch.3 Second Law of Thermodynamics (III): |
12. Calculation Examples. Ch. 4 Auxiliary Functions (I): 1. Defined Functions of H, A, G and their differential equation. 2. Enthalpy and constant pressure heat, 3. Helmholtz Free Energy. | |
【第6週】 | Ch. 4 Auxiliary Functions (II): |
4. Gibbs Free Energy, 5. Summary of Criteria for Equilibrium, 6. Coefficient Relations, 7. Maxwell Relations, 8. Reciprocal and Ratio Relation, | |
【第7週】 | Ch4. Auxiliary Functions(III) 9. Derived equations: 1st, 2nd , 3rd TdS equations; Gibbs-Helmholtz Equation; cp-cv; and other important equations for ideal gas. 10.General Strategy for Deriving Thermodynamic Relations, |
【第8週】 | Ch. 4 Auxiliary Functions (IV): |
11. Application to an Ideal Gas, 12. Application to Solids and Liquids, 13. Calculation Examples. | |
【第9週】 | Mid-term exam;Ch.5 Statistical Thermodynamics (I): |
1. Physical Significance of U and S, 2. Entropy and Disorder on an Atomic Scale, 3. Macrostate and Microstate | |
【第10週】 | Ch.5 Statistical Thermodynamics (II): |
4. Determination of the Most Probable Microstate, 5. Partition Function and Boltzmann Equation for Entropy, 6. Heat Flow and Entropy Production, 7. Configurational Entropy and Thermal Entropy, 8. Calculation Examples, 9. Calculation of S, A, U, Cv from Partition Function. | |
【第11週】 | Ch.5 Statistical Thermodynamics (III): |
10. A model with Two Energy Levels, 11. Internal Energy and Heat Capacity of a Crystal, 12. Internal Energy and Heat Capacity of Monatomic and Polyatomic Ideal Gases. | |
【第12週】 | Ch.6 Heat Capacity, Enthalpy, Entropy as a function of T (I): |
1. Heat Capacity, 2. Hp(T), Hp(T) and Q (Heat of Reaction), 3. S(T) and the 3rd Law of Thermodynamics, 4. Experimental Verification of 3rd Law. | |
【第13週】 | Ch.6 Heat Capacity, Enthalpy, Entropy as a function of T (II): | |||
5. Influence of P on H and S, 6. Calculation Examples. | ||||
【第14週】 | Ch.6 Heat Capacity, Enthalpy, Entropy as a function of T (II): | |||
1.Thermodynamic Equilibrium, | ||||
【第15週】 | Ch.7 Phase Equilibrium in One Component System (II): | |||
【第16週】 | Ch.7 Phase Equilibrium in One Component System(III) 6.Phase Diagram in One Component System 7.Solid-Solid Equilibrium(Allotropy) 8.Calculation Examples. | |||
【第17週】 | Ch.8 Behavior of Real Gases(II) | |||
6.Thermodynamic Treatment of Nonideal Gases, 7.Calculation Examples. | ||||
【第18週】 | Final Exam. | |||
不再當迷途羔羊!牧羊人黃振昌帶你領略材料世界!別人學晶體繞射猶如梅西射門,漂亮得分!自己學晶體繞射卻是絲線纏繞,苦惱萬分!嘿!你也是學習路上的迷途小羊嗎?你還在迷茫於未來該走的方向嗎? 別擔心!
【指定用書】
Textbooks
♠ | Lecture notes “ for educational purposes only ” |
♠ | Christopher Hammond, “The Basics of Crystallography and |
Diffraction”, 3rd edition, Oxford, 2009. |
【參考用書】
Referncnces
【結晶繞射概論講義!】
♠ | 微積分一與二、工程數學、電磁學 |
Calculus (I)(II), Engineering Mathematics, Electromagnetism |
♠ | 本課程分為三個主題:幾何光學、偏振光學、常用光電元件。 |
This course is separated into three topics: geometrical optics, | |
polarizing optics,common polarizing element |
周 次 | 授 課 大 綱 |
Week1 | 基本電磁學 |
Basic Electromagnetism | |
Week2 | 平面波傳遞: 反射與折射 |
Plane Wave Transfer: Reflected & Refraction | |
Week3 | 同調性與干涉 |
Coherence & Interference | |
Week4 | 散射、繞射與輻射 |
Scattering, Diffraction and Radiation | |
Week5 | 色散基本概念 |
The Fundamental Concept of Chromatic Dispersion | |
Week6 | 偏振態與Jones 表示法、雙折射 |
Polarization and Jones Notation, Birefringence | |
Week7 | 雙折射、光學偏振元件 |
Birefringence, Polarizing Element | |
Week8 | 調制器、光偵測器 |
Demodulator, Light Detector | |
Week9 | 光偵測器、雷射與光放大器 |
Light Detector, Laser and Light Amplifier | |
Week 1 | Chap 1: Introduction |
Week 2 | Chap 2: Wave Particle Duality |
Week 3 | Chap 3: Schrodinger Enquation |
Week 4 | Chap 4: Special cases for Schrodinger |
Week 5 | Chap 5: energy Band in Crystal |
Week 6 | Chap 6: Electrons in a Solid |
Week 7 | Chap 7: Electrical Conduction in Meal and Alloy |
Week 8 | Chap 8: Semiconductor |
Week 9 | Chap 9: Ionic Conductivity |
Week 10 | Chap 10: The optical constant |
Week 11 | Chap 11: Atomic Theory of Optical Properties |
Week 12 | Chap 12: Quantum Theory of Optical Properties |
Week 13 | Chap 14: Magnetism |
Week 14 | Chap 15: Magnetism- Classical theory |
Week 15 | Chap 16: Quantum Theory of Magnetism |
Week 16 | Chap 17: Thermal Property of Solid |
【參考用書】
Reference
1. | S. Glassstone & A. Sesonake, “Nuclear Reactor Engineering”, 4th Ed. Chapman |
& Hall, 1994 | |
2. | E.E. Lewis, “Nuclear Power Reactor Safety”, 1977 |
【課程介紹】
Course Description
本課程先複習熱力學三大定律及各種熱力學函數,例如熱容量,entropy,焓及自由能等,從統計熱力學解釋entropy之微觀意義;熱力學函數的基本數學;介紹熱力學之平衡觀念及單元系統的相轉變o再討論氣體的混合,討論理想與真實溶液之性質,雙元相圖與自由能之關係,化學反應之平衡觀念,特別以固態材料系統為對象,探討其化學反應及相轉變所需考量之熱力學觀念。
This course will review the three laws of thermodynamics and thermodynamic functions, such as heat capacity, entropy, enthalpy, free energy. And we will explain the microscopic meaning of entropy by statistical thermodynamics, the basic mathematics for derivation of some important thermodynamic equations, the concepts of thermodynamic equilibrium for the phase transition of unary system.Thermodynamics of gas phase mixing, properties of ideal and real solutions of condensed matter, the relationship between binary phase diagram and Gibbs free energy curves, and the concepts of reaction equilibrium will be explained.Thermodynamic concepts for phase transitionsand chemicalreaction are discussed.
♠ | |
♠ | R.A. Swalin,"Thermodynamics of Solids", 2nd ed., 1972 |
♠ | R.T. DeHoff:"Thermodynamics in Materials Science", 1993 |
【第1週】 |
Ch.1~8 Review of fundamental Thermodynamics(I): |
1.Scope of Materials Thermodynamics |
2.Laws of Thermodynamics |
3.Definitions of thermodynamic functions and some important parameters |
4.Variation of V, S, H, G as a function of T, P. |
【第2週】 |
Ch.1~8 Review of fundamental Thermodynamics(II): |
1.Calculation of S, H, G and |
2.Application of Gibbs-Helmholtz Eq., Clapeyron Eq., Clausius-Clapeyron Eq |
3.G(T,P) for a single phase substance and two-phases equilibrium. |
【第4週】 |
Ch.9 Behavior of solutions(I): |
1.Raoult’s law and Henry’s law |
2.Activity of a component in solution |
3.Gibbs-Duhem equation |
4.Relation between G and ![]() |
5.Relation between ai,and ![]() ![]() ![]() |
6.Method of graphical determination of ![]() ![]() ![]() |
【第5週】 |
Ch.9 Behavior of solutions(II): |
1.Properties of ideal solution |
2.Nonideal solution |
3.Application of Gibbs-Duhem equation (1-2). |
【第6週】 |
Ch.9 Behavior of solutions(III): |
1.Apllication of Gibbs-Duhem equation(3) |
2.Regular solution |
3.Non-regular solution |
【第7週】 |
Ch.9 Behavior of solutions(IV): |
1.Quasi-chemical model of solutions |
2.Calculation examples. |
【第8週】 |
Ch.10 Binary phase Diagrams and ![]() |
1.![]() |
2. ![]() |
3.Citerior for phase stability in regular solution. |
【第9週】 |
1.Mid-term exam |
2. Ch.10 Binary phase Diagrams and ![]() Standard states and two-phases equilibrium. |
【第10週】 |
Ch.10 Binary phase Diagrams and ![]() |
1.Isomorphous phase diagram |
2.Binary phase diagrams with liquid and solid exhibiting regular solution |
【第11週】 |
Ch.10 Binary phase Diagrams and ![]() |
1.Eutectic phase diagrams |
2.Monotectic phase diagram |
3.Calculation examples. |
【第12週】 |
Ch.11 Reactions involving gases(I): |
1.Reaction equilibrium in gas mixture and equilibrium constant |
2.Effect of temperature on Kp |
3.Effect of total pressure on Kp. |
【第13週】 |
Ch.11 Reactions involving gases(II): |
1.Reaction equilibrium in SO2-SO3-O2 system |
2.To keep a constant pO2 through gas mixture of SO2/SO3, CO/CO2,H2/H2O. |
【第14週】 |
Ch.11 Reactions involving gases(III): Calculation examples. |
Ch.12 Reactions involving gases and pure condensed phases(I): |
1.Reaction equilibrium in a system containing pure condensed phases and gas phases. |
2.Variation of “Standard Gibbs free energy change” with T. |
【第15週】 |
Ch.12 Reactions involving gases and pure condensed phases(II): |
1.Ellingham Diagrams |
2.Stability of metals and metal-oxides. |
【第16週】 |
Ch.12 Reactions involving gases and pure condensed phases(III): |
1.Effect of phase transition |
2.Stability of oxides in H2/H2O gas mixtures |
3.Nomographic scale of H2/H2O |
【第17週】 |
Ch.12 Reactions involving gases and pure condensed phases(IV): |
1.Stability of oxides in CO/CO2 gas mixtures |
2.Upper limit of (pCO/pCO2) at a fixed T |
3.Calculation examples. |
向量可以形成向量空間,在你腦袋裡卻只能是一片空白?線性方程組看似簡單但就是怎麼也解不出來?你的線性代數需要急救了嗎?不要慌張!不要害怕!讓超強線代急救員來幫助你!讓趙啟超教授拯救你的線代分數,面對考試超淡定!Does vectors forms the vector space, but leaves an empty space in your brain? No longer worrying your math exams, let Professor Chao, the best first aider, saves your Linear Algebra.
【先修課程】
Prerequisite
♠ | Calculus. |
【課程說明】
Course Description
♠ | This course gives an introduction to the essentials of linear algebra. |
There will be four one-hour lectures per week. |
【指定用書】
Text Books
♠ | G. Strang, Introduction to Linear Algebra, 4th ed. Wellesley, |
Introduction to Linear Algebra, 4th ed. Wellesley, MA: Wellesley-Cambridge Press, 2009. | |
【參考書籍】
References
【課程內容】
Course Contents
linear equations | |
Vector spaces and subspaces | |
♠ | Orthogonality |
♠ | Determinants |
♠ | Eigenvalues and eigenvectors |
♠ | Linear transformations |
♠ | Complex vectors and matrices |
【2010-2013題庫練習題專區】【第1-5講次學生筆記專區】