| Introduction to the Class |
 Course Introduction |
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Human Vision |
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| From World to Images |
Image Formation |
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Computer Vision: Algorithms and Applications. Chapter 2.1 |
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| Edge Detection |
Edge Detection |
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Computer Vision: Algorithms and Applications. Chapter 7.2. |
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Deep Learning |
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Computer Vision: Algorithms and Applications. Chapters 5.3 and 5.4. |
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| Delineation |
Delineation |
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Computer Vision: Algorithms and Applications. Chapters 7.3. |
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Level Set Methods: An Overview |
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 Deformable Models for Cartographic Modeling |
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| Segmentation |
Segmentation |
Image segmentation handouts |
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Computer Vision: Algorithms and Applications. Chapter 7.5. |
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Transformers in Natural Language Processing (NLP) |
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| Texture |
Texture |
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The Discrete Fourier Transform: Bracewell, chapter 11. |
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| Shape from Shading and Texture |
Shape from Texture |
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Shape from Shading |
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Computer Vision: Algorithms and Applications. Chapter 13.1. |
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| Shape from Stereo |
Shape from Stereo |
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Computer Vision: Algorithms and Applications. Chapter 12. |
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| Shape from Contours |
Shape from Contours |
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Nerfs |
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| Exercise session 1 |
 Exercise Session 1 |
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Exercise Session 1 with solutions |
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Python support material |
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| Exercise session 2 |
Exercise session 2 |
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Exercise Session 2 Answers |
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| Graded exercise 1 - mock sample |
GE1 2023 - solution |
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GE1 2023 |
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| Graded Exercise 1 |
Graded Exercise 1 - Files |
Download and unzip the archive, then launch the notebook! Submit your notebook with saved outputs to the assignment: https://moodle.epfl.ch/mod/assign/view.php?id=1201241 |
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Graded Exercise 1 - Solution |
A GE1 notebook with a correct and commented solution in the notebook for your use. |
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| Exercise session 4 |
Exercise Session 4 |
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Exercise Session 4 Answers |
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| Exercise Session 5 |
Exercise Session 5 |
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| Exercise Session 7 |
Exercise Session 7 |
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| Mock Exam |
 Mock Exam 2020 |
Please find attached the mock exam to assist you in preparing for the final exam. In the real exam there will be 32 multiple choice questions and a text question. Multiple choice questions can have one or more correct answers. We will provide the solution to the mock exam later.
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Mock Exam 2021 |
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Mock Exam Answers 2021 |
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