Digital Image Processing

Lectures:

• Course Outline
• DL Revised Course Outline
• Digital Image Processing Text Book-second edition PDF
• 17-02-2020 Week-1 Preliminary Lecture PDF
• 17-02-2020 Week-1 Introduction & Fundamentals PDF
• 24-02-2020 Week-2 Connected Component Analysis PDF
• 02-03-2020 Week-3 Spatial Enhancement-I PDF
• 09-03-2020 Week-4 Spatial Enhancement-II PDF
• 24-03-2020 Week-5 Spatial Enhancement-III PDF
• 24-03-2020 Week-6 Edge Detection PDF
• 10-04-2020 Week-7 Segmentation PDF
• 10-04-2020 Week-8 Morphological Operations-I PDF
• 20-04-2020 Week-9 Morphological Operations-II and Color Processing PDF
• 27-04-2020 Week-10 Color Processing and Frequency Analysis PDF
• 04-05-2020 Week-11 Frequency Analysis and Texture Analysis PDF
• 11-05-2020 Week-12-14 ML & CNN PDF
• 09-06-2020 Week-15 LBP & HoG PDF

Labs

• 17-02-20 Lab Figures DRIVE Link
• 17-02-20 Week-1 Lab Rubrics PDF
• 17-02-20 Week-1 Installation & Introduction to Python and OpenCV PDF
• 24-02-20 Week-2 Basic Image Processing & Connected component analysis PDF
• 02-03-20 Week-3 Transformation Operations-I PDF
• 09-03-20 Week-4 Transformation Operations-II PDF
• 26-03-20 Week-5 Spatial Filtering PDF
• 26-03-20 Week-6 Edge Detection PDF
• 13-04-20 Week-7 Segmentation-I PDF
• 13-04-20 Week-8 Segmentation-II PDF
• 20-04-20 Week-9 Morphological PDF
• 27-04-20 Week-10 Color Processing PDF
• 04-05-20 Week-11 Frequency Analysis PDF
• 11-05-20 Week-12 Texture Analysis PDF
• 02-06-20 Week-13 Machine Learning PDF
• 09-06-20 Week-14 CNN based Classification PDF
• 16-06-20 Week-15 Local Binary Pattern PDF

Assignments & Home Tasks:

01-03-2020 Assignment-1 (Deadline:15 Mar 2020) Connected Component Analysis for Skin Lesion Segmentation, Attribute Extraction and Visualization PDF

01-03-2020 Assignment-2 (Deadline:17 Apr 2020) Numerical Questions PDF

01-03-2020 Assignment-3 (Deadline:03 May 2020) Dermoscopic image segmentation PDF

11-05-2020 Assignment-4 (Deadline:22 May 2020) Numerical Questions PDF

Helpinhg Material

• CNN with Python Zip
• CNN with Matlab Zip
• DIP with Python PDF
• DIP with MATLAB PDF