Video Processing

GTU Study
KHUDKIBOOK
VIDEO PROCESSING 2740501
FREE PDF 2740501
Code: 2740501 Credits: 5 Semester 4 EAC(

Video Processing

Get the full GTU study material, English & Gujarati textbook PDFs, syllabus curriculum, and solved previous year question papers.

Video Processing Syllabus — Unit-wise Content

The official GTU curriculum for Video Processing (subject code 2740501) as prescribed for EAC( · Semester 4 divides the course into 7 units, covering 7 listed topics. The unit-wise breakdown below is read from the GTU syllabus document for this subject code, so you can check what the course actually covers before deciding which papers to attempt.

Download the official syllabus PDF (2740501)

Unit 1 Introduction to Digital Video Processing

2 lecture hours

  •  Sampled Video  Video Transmission  Video Sampling & Interpolation

Unit 2 Motion Detection and Estimation

6 lecture hours

  • Notation and Preliminaries  Binary Hypothesis Testing  Markov Random Fields  MAP Estimation  Variational Formulation Motion Detection  Hypothesis Testing with Fixed and Adaptive Threshold  MAP MRF Formulation  MAP Variation Formulation  Experimental Comparison of Motion Detection Methods Motion Estimation  Motion Models  Estimation Criteria  Search Strategies Practical Motion Estimation Algorithms  Global Motion Estimation  Block Matching  Phase Correlation  Optical Flow via Regularization  MAP Estimation of Dense Motion

Unit 3 Video Enhancement and Restoration

6 lecture hours

  •  Spatiotemporal Noise Filtering  Coding Artifact Reduction  Blotch Detection and Removal  Vinegar Syndrome Removal  Intensity Flicker Correction  Kinescope Moire Removal  Scratch Removal

Unit 4 Video Segmentation

7 lecture hours

  •  Scene Change Detection  Spatiotemporal Change Detection  Motion Segmentation  Simultaneous Motion Estimation and Segmentation  Semantic Video Object Segmentation  Examples

Unit 5 Motion Tracking in Video

4 lecture hours

  •  Rigid Object Tracking(2D and 3D)  Articulated Object Tracking (2D and 3D)

Unit 6 Basic Video Coding

5 lecture hours

  • Digital Video Signals and Formats Video Compression Techniques  Entropy and Predictive coding  Block Transform Coding  Quantization  MC and Estimation Transform Coding

Unit 7 Video Compression Standards

6 lecture hours

  • MPEG-1 and MPEG-2  Video structure and bit-stream  Video Input Resolution formats  Scalable coding  Data partitioning  Comparison of MPEG-1 and MPEG-2 MPEG-4 Visual and H.264/AVC: Standard for Modern Digital Video  Object based Representation  Video Object coding  Mesh Object Coding  Model-based coding  Still Texture coding  Error Resilience

Study on Android App:

Download Khudkibook on Google Play Store

More Subjects in Semester 4

GTU Study
KHUDKIBOOK
EXTERNAL MID SEM 2740001
FREE PDF 2740001

External Mid Sem Review

Code: 2740001 Credit: 10
Open →
GTU Study
KHUDKIBOOK
DISSERTATION PHASE- II 2740002
FREE PDF 2740002

Dissertation Phase- II

Code: 2740002 Credit: 12
Open →
GTU Study
KHUDKIBOOK
SEMINAR 2740004
FREE PDF 2740004

Seminar

Code: 2740004 Credit: 2
Open →
GTU Study
KHUDKIBOOK
ROBOTICS AND INTELLIGENT 2740502
FREE PDF 2740502

Robotics and Intelligent Sytems

Code: 2740502 Credit: 5
Open →
GTU Study
KHUDKIBOOK
MICROWAVE INTEGRATED CIRCUITS 2740503
FREE PDF 2740503

Microwave Integrated Circuits

Code: 2740503 Credit: 5
Open →
GTU Study
KHUDKIBOOK
INTERNAL REVIEW - 3740001
FREE PDF 3740001

Internal Review - 2

Code: 3740001 Credit: 2
Open →
GTU Study
KHUDKIBOOK
DISSERTATION PHASE-II 3740002
FREE PDF 3740002

Dissertation Phase-II

Code: 3740002 Credit: 14
Open →
GTU Study
KHUDKIBOOK
INTERNAL REVIEW PHASE-II ME04000011
FREE PDF ME04000011

Internal Review Phase-II

Code: ME04000011 Credit: 4
Open →
GTU Study
KHUDKIBOOK
DISSERTATION PHASE-II ME04000021
FREE PDF ME04000021

Dissertation Phase-II

Code: ME04000021 Credit: 16
Open →

Explore Other Semesters (EAC()

Semester 1 Semester 2 Semester 3 Semester 4