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Welcome — organized course materials and resources.

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Table of Contents

1. Artificial Intelligence 🔗
2. Image & Video Processing 🔗
3. Research & Technical Communication 🔗

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Artificial Intelligence 🔬 AI

🗂 MID_SEM

• 1.AI Introduction and History.pdf
• 2.AI-Ex Mtech-Search.pdf
• 3.Intelligent Agents.pdf
• 4. NCSC 513- A star search, hill climbing, SA and GA.pdf
• 5. NCSC513-AI Ex Mtech(31_8_25).pdf
• 6.NCSC513-Simulated annealing and Local Beam Search (29_8_25).pdf
• 7.NCSC513-AI CSP.pdf
• 8.NCSC513-AI Intelligent Agents, Uninformed and Informed Search.pdf
• 9.NCSC513- Genetic Algorithm, Adversarial Search, Problem Reduction in AI.pdf

📘 POST_MID_SEM

• 1. NCSC513-AI Inductive Learning, ML Algorithms, Neural Networks (1) (2).pdf
• 2. NCSC513-Knowledge Representation, Planning, NLP(16_9_25) (2).pdf
• 3. NCSC513-Probabilistic Reasoning, Knowledge Representation, Planning, NLP(10_9_25) (2).pdf

✍️ PYQ (Past Year Questions)

• Final.pdf
• MiD 1.pdf

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Image & Video Processing 🎥 IVP

🟦 MID_SEM

Module 1 — Basics & Representations

• Chap_1n2_part1.pdf
• Chap_1n2_part2.pdf
• Chap_1n2_part3.pdf
• Chap_1n2_part4.pdf
• cs484_imaging.pdf
• image_representation2.pdf
• image_representation.pdf

Module 2 — Spatial

• chapter3.pdf
• image_preprocessing_spatial1.pdf
• image_preprocessing_spatial2.pdf
• image_preprocessing_spatial3.pdf
• image_preprocessing_spatial4.pdf
• rcg-ch2.pdf
• rcg-ch3.pdf
• Spatial_Filtering1.pdf
• Spatial_Filtering2.pdf
• Spectral_Filtering1.pdf

Module 3 — Image Restoration (Wiener Filter)

• Chapter5.pdf
• ECE468_13Wiener.pdf
• Image RestorationMcmaster.pdf
• Image RestorationTania.pdf
• image_preprocessing_spatial1.pdf
• image_preprocessing_spatial2.pdf
• image_preprocessing_spatial3.pdf
• image_restoration.pdf
• lect7_1uprest3.pdf
• Noiserest.pdf
• rest1.pdf
• rest2.pdf

Module 4 — Morphology

• fsp.pdf
• good-Morphological.pdf
• image_representation2.pdf
• image_representation.pdf
• L24-25. Gray level morphology.Shape description.pdf
• mcmastermorphology.pdf
• MIP2018_19_13_morphology_double.pdf
• Morphologicaliitd.pdf
• Morphologyiitm.pdf
• reconstruction.pdf

🟨 POST_MID_SEM

Module 5 — Segmentation

• 1-s2.0-S1877050915028574-main.pdf
• 11_CannyEdgeDetection.pdf
• cannyiitd.pdf
• Chapter_10_Image_Segmentation.pdf
• EdgeDetection_BoundaryTracingMilan.pdf
• goodlect-segmentation-part2.pdf
• ijaerv10n9_20.pdf
• LineDetection,pdf.pdf
• ostu_Thresholding.pdf
• segmentation.pdf
• Tutorial-ImageSegmentationGraph-cut1-Shi.pdf

Module 6 — Compression

• BV-5-07.pdf
• Compressioniitk.pdf
• CompressionTutorial.pdf
• DCT-TR802.pdf
• entropy_coding.pdf
• good_compression_ucsb.pdf
• image_compression.pdf
• Mcmastercompression.pdf
• ShanonFeno.pdf
• W13-JPEG-Compression.pdf
• WittenACM87ArithmCoding.pdf

Module 8 — Multi-resolution

• An Introduction to Wavelet Analysis with Applications to Image and JPEG 2000.pdf
• chapter7.pdf
• DIP_Lecture8wavelet.pdf
• lecture6_wavelet (1).pdf
• multiresolution.pdf
• session-waveletsIITD.pdf
• w06-waveletsgood.pdf
• W24-Waveletsiisc.pdf

Module 9 — Video Processing

• 978-1-4471-2503-7.pdf
• Bovik A. The essential guide to image processing (no TOC)(AP, 2009).pdf
• Digital_video_processingTEKALP.pdf
• dvFundamentals.pdf
• DVP_INTRO (1).pdf
• Motion_Detection_and_Tracking.pdf
• papermd_part1.pdf
• papermd_part2.pdf
• papermd_part3.pdf
• poly_me.pdf
• preview-9781136027628_A23821184.pdf
• S5-Chap5-Fundamental Concepts in Video-2024.pdf
• video_fundamentals1.pdf
• video_fundamentals2.pdf
• video_processing1.pdf

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Research & Technical Communication ✒️ RTC

Core

• End-sem Question Paper MS 2022-23 Answer Key.pdf

1. Common Errors

• Common Errors in Writing & Cutting Clutter (1).pdf

2. Cutting Clutter

• Cutting Clutter (1).pdf

3. Academic Writing

• Academic Writing Process.pdf
• Academic Writing.pdf

4. Paragraph & Essay Writing

• paragraph-development (1).pdf
• paragraph-unity-and-coherence (1).pdf
• paragraphing in academic writing (1).pdf
• Understanding the Structure of a Paragraph (1).pdf
• writing-effective-paragraphs (1).pdf

5. Writing Literature Review

• Conducting a Literature Review.pdf
• Literature Review.pdf

6. Punctuations

• Punctuation.pdf

7. Writing Research Paper

• academicessaystructures.pdf
• Basic-Outlines.pdf
• English+for+Writing+Research+Papers.pdf
• guidelines-for-writing-a-research-paper_mla-8.pdf
• How to Structure and Organize Your Paper.pdf

8. Writing Thesis

• 6_2021_06_29!07_10_25_PM.pdf
• 2101657542.pdf
• Academic Phrasebank.pdf
• Dissertation Handbook.pdf
• Guidelines-for-writing-thesis-or-dissertation.pdf
• Researchpaperanddisseration.pdf
• Version2HOWTOWRITEYOURPhdTHESISinBUSINESSADMINSTRATIONforev.pdf
• Writing Your Dissertation 3rd Ed.pdf
• Writing-a-Dissertation.pdf
• writing-dissertation-University of Leicester (1).pdf
• writing-dissertation-University of Leicester.pdf

9. Quoting, Paraphrasing, and Summarizing

• Quoting, Paraphrasing & Summarizing.pdf

10. Plagiarism

• Plagiarism.pdf