COMPUTER VISION
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Selamat Datang pada eLearning Computer Vision
Announcements
Rencana Perkuliahan Semester (RPS)
Link Referensi
1. Introduction
Lecture Note : Introduction
Tugas : Introduction
Forum : Introduction
Quiz : Introduction
Feedback : Introduction
Introduction to Computer Vision
How Computer Vision Works
Introduction to Computer Vision - Processing Tutorial
TTH4P3 - COMPUTER VISION - PB01 - M1 - COMPUTER VISION INTRODUCTION PART1
TTH4P3 - COMPUTER VISION - PB01 - M2 - COMPUTER VISION INTRODUCTION PART2
TTH4P3 - COMPUTER VISION - PB01 - M3 - COMPUTER VISION INTRODUCTION PART3
TTH4P3 - COMPUTER VISION - PB01 - M4 - PERSPECTIVE
TTH4P3 - COMPUTER VISION - PB01 - M5 - CAMERA
TTH4P3 - COMPUTER VISION - PB01 - M6 - DIGITAL CAMERA
TTH4P3 - COMPUTER VISION - PB01 - M7 - PROYEKSI
2. Light, Shading, and Color
Lecture Note : Light, Shading, and Color
Tugas : Light, Shading, and Color
Forum 1 : Light, Shading, and Color
Forum 2 : Light, Shading, and Color
Quiz : Light, Shading, and Color
Feedback : Light, Shading, and Color
Fundamentals Of Machine Vision: Lighting
Optics for Machine Vision: Properties of Light
How we see color
TTH4P3 - COMPUTER VISION - PB02 - M1 - RADIOMETRY
TTH4P3 - COMPUTER VISION - PB02 - M2 - REFLECTION MODEL
TTH4P3 - COMPUTER VISION - PB02 - M3 - SHAPE FROM SHADING
TTH4P3 - COMPUTER VISION - PB02 - M4 - INTRODUCTION OF COLOR
TTH4P3 - COMPUTER VISION - PB02 - M5 - METAMERS
TTH4P3 - COMPUTER VISION - PB02 - M6 - TRICHROMACY
TTH4P3 - COMPUTER VISION - PB02 - M7 - COLOR PERCEPTION
3. Linear Filtering
Lecture Note : Linear Filtering
Tugas : Linear Filtering
Quiz : Linear Filtering
Forum : Linear Filtering
Feedback : Linear Filtering
Linear Filtering and Convolution
Linear Filters
Finding the Edges (Sobel Operator)
TTH4P3 - COMPUTER VISION - PB03 - M1 - INTRODUCTION OF IMAGE AND FILTER
TTH4P3 - COMPUTER VISION - PB03 - M2 - LINEAR FILTER
TTH4P3 - COMPUTER VISION - PB03 - M3 - BOX FILTERING
TTH4P3 - COMPUTER VISION - PB03 - M4 - MEAN DAN MEDIAN FILTER
TTH4P3 - COMPUTER VISION - PB03 - M5 - CONVOLUTION AND CROSS CORRELATION
TTH4P3 - COMPUTER VISION - PB03 - M6 - GAUSSIAN KERNEL
TTH4P3 - COMPUTER VISION - PB03 - M7 - LAPLACIAN FILTER
4. Edge Detection
Lecture Note : Edge Detection
Tugas : Edge Detection
Quiz : Edge Detection
Forum : Edge Detection
Feedback : Edge Detection
Canny Edge Detector
Finding the Edges (Sobel Operator)
Roberts, Prewitt & Sobel : Edge Detection Masks
TTH4P3 - COMPUTER VISION - PB04 - M1 - INTRODUCTION OF EDGE DETECTION
TTH4P3 - COMPUTER VISION - PB04 - M2 - IMAGE GRADIENT
TTH4P3 - COMPUTER VISION - PB04 - M3 - ROBERT CROSS OPERATOR
TTH4P3 - COMPUTER VISION - PB04 - M4 - SOBEL OPERATOR
TTH4P3 - COMPUTER VISION - PB04 - M5 - ROBINSON COMPASS MASKS
TTH4P3 - COMPUTER VISION - PB04 - M6 - PREWITT KERNEL
TTH4P3 - COMPUTER VISION - PB04 - M7 - CANNY EDGE DETECTOR
5. Corner Detection
Lecture Notes: Corner Detection
Tugas: Corner Detection
Quiz: Corner Detection
Forum: Corner Detection
Feedback: Corner Detection
Corner Detection #1
Corner Detection #2
Corner Detection #3
TTH4P3 - COMPUTER VISION - PB05 - M1 - INTRODUCTION OF CORNER DETECTION
TTH4P3 - COMPUTER VISION - PB05 - M2 - CORRESPONDENCE POINT
TTH4P3 - COMPUTER VISION - PB05 - M3 - MORAVE CORNER DETECTION
TTH4P3 - COMPUTER VISION - PB05 - M4 - HARRIS CORNER DETECTOR PART 1
TTH4P3 - COMPUTER VISION - PB05 - M5 - HARRIS CORNER DETECTOR PART 2
TTH4P3 - COMPUTER VISION - PB05 - M6 - HARRIS DETECTOR SCALE PARAMETERS PART 1
TTH4P3 - COMPUTER VISION - PB05 - M7 - HARRIS DETECTOR SCALE PARAMETERS PART 2
6. SIFT & RANSAC
Lecture Notes: SIFT
Lecture Notes: RANSAC
Tugas: SIFT & RANSAC
Quiz: SIFT & RANSAC
Forum: SIFT & RANSAC
Feedback: SIFT & RANSAC
SIFT & RANSAC #1
SIFT & RANSAC #2
SIFT #3
TTH4P3 - COMPUTER VISION - PB06 - M1 - INTRODUCTION OF SIFT PART 1
TTH4P3 - COMPUTER VISION - PB06 - M2 - INTRODUCTION OF SIFT PART 2
TTH4P3 - COMPUTER VISION - PB06 - M3 - INTRODUCTION OF SIFT PART 3
TTH4P3 - COMPUTER VISION - PB06 - M4 - SIFT IN OPEN CV
TTH4P3 - COMPUTER VISION - PB06 - M5 - INTRODUCTION OF RANSAC ALGORITHM
TTH4P3 - COMPUTER VISION - PB06 - M6 - RANSAC ALGORITHM PART 1
TTH4P3 - COMPUTER VISION - PB06 - M7 - RANSAC ALGORITHM PART 2
7. Fitting
Lecture Notes: Fitting
Tugas: Fitting
Quiz: Fitting
Forum: Fitting
Feedback: Fitting
Fitting #1
Fitting#2
TTH4P3 - COMPUTER VISION - PB07 - M1 - INTRODUCTION OF FITTING
TTH4P3 - COMPUTER VISION - PB07 - M2 - LEAST SQUARE METHODS PART I
TTH4P3 - COMPUTER VISION - PB07 - M3 - LEAST SQUARE METHODS PART II
TTH4P3 - COMPUTER VISION - PB07 - M4 - HOUGH TRANSFORM
TTH4P3 - COMPUTER VISION - PB07 - M5 - HOUGH TRANSFORM EXPERIMENTS
TTH4P3 - COMPUTER VISION - PB07 - M6 - IMAGE ALIGNMENT PART I
TTH4P3 - COMPUTER VISION - PB07 - M7 - IMAGE ALIGNMENT PART II
8. Artificial Intelligence
Lecture Notes: Artificial Intelligence: Machine Learning
Tugas: Artificial Intelligence: Machine Learning
Quiz: Artificial Intelligence: Machine Learning
Forum: Artificial Intelligence: Machine Learning
Feedback: Artificial Intelligence: Machine Learning
Artificial Intelligence: Machine Learning #1
Artificial Intelligence: Machine Learning #2
Artificial Intelligence: Machine Learning #3
TTH4P3 - COMPUTER VISION - PB08 - M1 - INTRODUCTION OF AI
TTH4P3 - COMPUTER VISION - PB08 - M2 - SUPERVISED LEARNING PART 1
TTH4P3 - COMPUTER VISION - PB08 - M3 - SUPERVISED LEARNING PART 2
TTH4P3 - COMPUTER VISION - PB08 - M4 - UNSUPERVISED LEARNING
TTH4P3 - COMPUTER VISION - PB08 - M5 - ARTIFICIAL NEURAL NETWORK PART 1
TTH4P3 - COMPUTER VISION - PB08 - M6 - ARTIFICIAL NEURAL NETWORK PART 2
TTH4P3 - COMPUTER VISION - PB08 - M7 - ARTIFICIAL NEURAL NETWORK PART 3
9. Supervised Learning
Lecture Notes: Supervised Learning
Tugas: Supervised Learning
Quiz: Supervised Learning
Forum: Supervised Learning
Feedback: Supervised Learning
Link 1: Supervised Learning #1
Link 2: Supervised Learning #2
Link 3: Supervised Learning #3
10. Unsupervised Learning
Lecture Notes: Unsupervised Learning
Tugas: Unsupervised Learning
Quiz: Unsupervised Learning
Forum: Unsupervised Learning
Feedback: Unsupervised Learning
Link 1: Unsupervised Learning #1
Link 2: Unsupervised Learning #2
Link 3: Unsupervised Learning #3
11. Deep Learning
Lecture Notes: Deep Learning
Tugas: Deep Learning
Quiz: Deep Learning
Forum: Deep Learning
Feedback: Deep Learning
Link 1: Deep Learning #1
Link 2: Deep Learning #2
Link 3: Deep Learning #3
12. Object Detection
Lecture Notes: Object Detection
Tugas: Object Detection
Quiz: Object Detection
Forum: Object Detection
Feedback: Object Detection
Link 1: Object Detection #1
Link 2: Object Detection #2
Link 3: Object Detection #3
13. Segmentasi
Lecture Notes: Segmentasi
Tugas: Segmentasi
Quiz: Segmentasi
Forum: Segmentasi
Feedback: Segmentasi
Applications in Computer Vision: Segmentation
Deep Learning in Computer Vision
How Computer Vision works: Object Detection and Segmentation with Mask R-CNN
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FAKULTAS TEKNIK ELEKTRO (FTE)
PRODI S1 TEKNIK ELEKTRO (FTE)
TTH4P3
Summary
COMPUTER VISION
Teacher:
LEDYA NOVAMIZANTI
Teacher:
IRMA SAFITRI