Matlab Final Year Projects offers you a comprehensive collection of innovative ideas and project concepts to accomplish your Matlab final year projects. Usually, final year students opt Matlab for their academic projects due to its advanced functionality and graphical feature. We have been working in this field for the past ten years, which has made us proficient. Your project decides your career, which is why we emphasize the research value of your project. In this world of competition, if you follow others blindly, you will reach nowhere. To stand out as ‘one’ among many, you need to take a step forward and approach us to make your life worthy.
Matlab Final Year Projects for Engineering Students
Generally, Matlab Final Year Projects brings you wide collections of Matlab projects which can enhance your academic grades. There are plenty of domains, which can be implemented using Matlab, but students mostly prefer the Image processing domain due to its emerging need. Medical image processing applications have a wide impact on the field of research. Many scholars and students opt for Image processing projects in Matlab to perform groundbreaking research. For this reason, we have provided complete information about Image processing algorithms, concepts, and applications for the students to get a clear idea.
In General, Every Image Passes Through Three Levels In An Image Processing Application I.E.
- Low Level – Reduce Noise, Contrast Enhancement, Image Sharpening
- Mid Level – Segmentation, Partitioning and Classification
- High Level – Image Analysis with cognitive functions
This is the basis of the Image processing application. Another significant aspect of the Image processing project is the algorithm used in it.
Major Steps Along With Algorithms
- Pre-Processing – Discrete Wavelet Transformation, and also Linear Filtering
- Edge Enhancement – Fuzzy Based Threshold Technique
- Edge Detection – Canny Edge Detector, Prewitt, and also Sobel Operator
- Morphological methods-Boundary extraction, Convex hull, thinning, pruning, skeletons, and also filters
- Segmentation – Fuzzy C- Means, K-Means, Region Growing, and also Expectation maximization
- Feature Extraction – Gray level Co-Occurrence Matrix, Statistical Modeling, and also Deep Learning
- Feature Selection – Principal Component Analysis, and also Independent Component Analysis
- Classification – Support Vector Machine, Neural Networks, Bayesian Network, and also Naïve Bayes
Major Application Of Image Processing
- Automatic Indian currency identification
- Text detection (optical character recognition)
- Scene text detection
- Automatic e-billing system
- Image forgery detection
- Shadow detection
- Gaze analysis
- 3D Image processing
- Defense application
- Astronomical applications
- Medical applications
- Security concepts
- And so on
Recent Research Topics In Image Processing
- A new energy efficient approach to perform the Minimum-energy driving speed profiles also for low-speed electric vehicles
- A new analysis mechanism for the Two-Dimensional Wavelet Analysis of Supra orbital Margins of the Human Skull also for Characterizing Sexual Dimorphism
- Perform the efficient Monitoring in Different Sleeping Positions also by using Non-Contact Vision-Based Cardiopulmonary Monitoring
- The efficient performance of spin-transfer torque effects used to a methodology to design spin wave based logic gates also in a single ferromagnetic nano stripe
- An efficient mechanism for eye movement tracking type head mounted display also for virtual reality system
- A new technology for a scintillating fiber tracker with high time resolution also for high-rate experiments
- The efficient performance of the Solitaire algorithm also used to Improving the pseudo-randomness of the pen-and-paper cipher
