Course Content
- Start Date: 13/09/21
- Category: Computer Sciences
- Announcements
- Buku Rancangan Pemelajaran Pengolahan Citra
- Evaluasi Hasil Pemelajaran
- Daftar Pustaka
- Label
- Forum Diskusi Topik 1
- Video Fundamentals of Digital Image Processing 1
- Video Fundamentals of Digital Image Processing 2
- Video Fundamentals of Digital Image Processing 3
- Video Fundamentals of Digital Image Processing 4
- Video Fundamentals of Digital Image Processing 5
- Video Fundamentals of Digital Image Processing 6
- Fundamentals of Image Processing
- Label (copy)
- Forum Diskusi Topik 2
- Video Human Visual System and Image Acquisition 1
- Video Human Visual System and Image Acquisition 2
- Video Human Visual System and Image Acquisition 3
- Video Human Visual System and Image Acquisition 4
- Human Visual System and Image Acquisition
- Video Digital Images 1
- Video Digital Images 2
- Video Digital Images 3
- Digital Images
- Lab 0 - Tutorial Pengantar
- Label
- Forum Diskusi Topik 3
- Video Image Processing in Spatial Domain 1
- Video Image Processing in Spatial Domain 2
- Video Image Processing in Spatial Domain 3
- Video Image Processing in Spatial Domain 4
- Video Image Processing in Spatial Domain 5
- Image Processing in the Spatial Domain
- Video Lab 1 - Tutorial Image Processing in the Spatial Domain
- Lab 1 - Tutorial Image Processing in the Spatial Domain
- Label
- Forum Diskusi Topik 4
- Video Color 1: Color Vision and Color Theory
- Video Color 2: Color Order Systems
- Video Color 3: Color Spaces
- Color Vision, Color Theory, Color Spaces
- Video Color Image Processing 1
- Video Color Image Processing 2
- Video Color Image Processing 3
- Color Image Processing
- Lab 2 - Tutorial Color Image Processing
- [ASSIGNMENT] Lab 2 - Deadline: 30 November 2021
- Video Lab 2 - Tutorial Color Image Processing
- Label
- Forum Diskusi Topik 5
- Video Morphological Image Processing 1
- Video Morphological Image Processing 2
- Video Applications of Morphological Image Processing
- Morphological Image Processing
- Video Lab 3 - Tutorial Morphological Image Processing
- [ASSIGNMENT] Lab 3 - Morphological Image Processing: Deadline 30 November 2021
- Label
- Forum Diskusi Topik 6
- Video Introduction to Fourier Transform
- Video Fourier Transform for Image Processing 1
- Video Fourier Transform for Image Processing 2
- Video Filtering in the Frequency Domain 1
- Video Filtering in the Frequency Domain 2
- Image Transformation in Frequency Domain
- Video Lab 4 - Tutorial Image Transformation in Frequency Domain
- [ASSIGNMENT] Lab 4 - Image Transformation in Frequency Domain: Deadline 30 November 2021
- Review Tengah Semester
- Label
- Forum Diskusi Topik 7
- Video Image Restoration Basics
- Video Restoration Based on Noise 1
- Video Restoration Based on Noise 2
- Video Restoration Based on Degradation
- Video Image Quality Assessment
- Image Restoration
- Basic Concepts of Image Compression
- Coding and Spatial Redundancies
- Irrelevant Information (Psychovisual Redundancy)
- Measuring Image Information
- Image Compression Model and Common Compression Methods
- Image Compression
- Label
- Forum Diskusi Topik 8
- Video Image Segmentation - Fundamentals
- Video Image Segmentation - Edge-based Segmentation
- Video Image Segmentation - Point, Line, and Edge Detections
- Video Image Segmentation - Roberts, Prewitt, and Sobel Edge Detections
- Video Image Segmentation - Canny Edge Detector
- Video Image Segmentation - Distribution-based Segmentation
- Video Image Segmentation - Otsu’s Method
- Video Image Segmentation - Region-based Segmentation
- Image Segmentation
- Video Lab 5: Tutorial Image Segmentation
- [ASSIGNMENT] Lab 5 - Image Segmentation: Deadline 30 November 2021
- Label
- Forum Diskusi Topik 9
- Video Representation and Description
- Video Feature Extraction
- Video Feature Selection
- Video Dimensionality Reduction
- Feature Extraction and Selection
- Video Pattern Recognition 1
- Video Pattern Recognition 2
- Video Performance Evaluation
- Video Improving Classifiers
- Pattern Recognition
- Video Lab 6 : Tutorial Feature Extraction and Selection
- Lab 6 - Tutorial Feature Extraction and Selection
- Label
- Forum Diskusi Topik 10
- What is Artificial Neural Network?
- Artificial Neural Network as a Machine Learning Model
- Convolutional Neural Networks (CNN)
- Convolutional and Pooling Layers
- Other Components of CNN
- Neuroscience behind Convolutional and Pooling Layers in CNN
- Deep Neural Networks for Image Classification
- Deep Neural Networks for Image Segmentation
- Deep Neural Networks for Learning Image Representation
- Generative Adversarial Networks (GANs)
- Deep Neural Networks for Computer Vision
- Label
- Forum Diskusi Topik 11
- Motivation: Matching Problem and Robust Feature-based Fitting
- Finding Corners: The Math behind Harris Corner Detection
- Finding Corners: Harris Corner Detection in Action
- Finding Corners: Invariances and Equivariances of Corner Detection
- Describing and Matching Local Features: Feature Descriptors
- Describing and Matching Local Features: Scale-invariant Feature Transform (SIFT)
- Deep Neural Networks for Object Detection
- Object Detection
- Label (copy)
- Forum Diskusi Minggu 15
- Review Akhir Semester
- Tutorial Environment Project
- Deskripsi Proyek Akhir
- Proyek Akhir Semester
- Evaluasi Dosen Oleh Mahasiswa - E-learning