Top 100+ Image Processing Projects with Source Code – Free Titles & Abstracts

Top 100+ Image Processing Projects Using MATLAB for Final Year Students – Free Titles & Abstracts Available!

Are you a final year student searching for latest image processing project ideas using MATLAB? Look no further! At JP INFOTECH, we offer 100+ innovative image processing projects, covering everything from medical imaging, biometrics, security, and agriculture, to face recognition, traffic systems, and data hiding.

With the growing demand for AI-powered image analysis, MATLAB-based image processing projects have become a top choice for engineering students. Our expertly developed projects come with detailed abstracts, base papers, full documentation, and source code.

Why You Should Do Image Processing Projects?

No matter what final year project is what gives shape to the technical knowledge that you have gained these long years. Of course, you all have learnt a lot more things in your engineering degree. However, you should apply it in real-time to know how best is your skills on that specific topic.

Undoubtedly, every branch students ought to do projects according to their choice. But when it comes to choosing projects for the final year, you should be concerned about the domain you are going to develop the project. Selecting a project require deep knowledge; therefore, we at JP Infotech helps you pick the right project based on your preference.

Importantly, all the domains have various features and have something to learn. Nevertheless, we always suggest you select projects on image processing all because you can learn a lot and it will make you understand the latest advent. Also, the final year project is an attractive one in the resume; thus, choosing the right project is always means a lot.

Image processing projects in Matlab:

Our developers at JP Infotech already developed various latest projects on digital image processing using Matlab and which is ready to deliver. Students can check the output video of the project before purchasing it. That’s why most students choose us and buy the project in Online readymade without any hassle.

Why should choose the image processing domain?

Amongst various techniques, image processing is also a technique that will help to perform some operations on the image. Through this technique, one can obtain multiple information easily. In this technique, image plays a significant role. Truly, engineers, scientists, or developers perform a set of operations.

Importantly, this technique performs mathematical operations with the 2-D array. Thus, one can obtain the expected result for sure. Thus, when it comes to projects on image processing will allow you to gain knowledge. Therefore, if you still think about why you should do a project on image processing, then understanding it will give you so many ideas.

• ✅ Highly Scoring & IEEE Standard Topics

• ✅ Easy to Understand with Visual Outputs

• ✅ Covers Real-Time Applications & Innovations

• ✅ Ideal for Mini Projects, Major Projects, Final Year Projects, and Research

Explore Popular Project Categories

Here is the list of best image processing projects for final year students 100+ MATLAB image processing project repository:

Brain Tumor Detection and Classification Using Artificial Intelligence

In this image processing project, we detect the brain tumor using MRI Images and then classify the Brain Tumor as Benign or Malignant. For Preprocessing we used Enhancement by AHE & Resizing. Brain Tumor Detection using YOLOv2. Brain Tumor Classification using MobileNet-v2 CNN

Grading Of Diabetic Retinopathy Using Deep Learning

In this image processing project we detect the diabetic retinopathy and then grade it as Grade 0,1,2,3,4 using CNN Model Architecture. In this project, Pre-processing done using Filtering by Median, Enhancement by CLAHE & Resize. Classification using CNN Classifier.

Knee Osteoarthritis Detection and Classification Using X-Rays

In this Matlab Project, it applies image processing and deep learning to classify the severity of osteoarthritis from knee X-ray images, helping in orthopedic diagnostics

Pancreatic Cancer Detection from CT Images using Deep Learning

This work proposes a deep learning-based classification approach using the AlexNet Convolutional Neural Network (CNN) to distinguish between normal pancreatic tissue and pancreatic tumors in CT images using MATLAB

Rice Leaf Nutrient Deficiency Detection System based on Leaf Image using Deep Learning

The proposed matlab IEEE Project”Rice Leaf Nutrient Deficiency Detection System based on Leaf Image using Deep Learning” is an advanced system designed to identify and diagnose nutrient deficiencies in rice plants through image-based analysis

Deep Learning based Real Time Vehicle Detection and Collision Prediction with Distance-Based Alert System

This project aims to reduce the road accidents through timely detection and alerts. Developed using MATLAB, the system integrates the YOLOv4 (You Only Look Once version 4) model for real-time vehicle detection, trained on the COCO (Common Objects in Context) dataset.

Classification of Potholes using Convolutional Neural Network Model

This Matlab IEEE project detects and classifies potholes from road images using a CNN-based deep learning model, improving smart city maintenance and traffic safety.

Deep Learning Based Parkinson’s Disease Progression Analysis Using DaTscan Images

In this project, we analyze the progression of Parkinson’s disease using DaTscan images and deep learning techniques, enabling early diagnosis and medical decision-making.

Artificial Intelligence based Facial Emotions Analysis for Depression Detection

This Matlab project uses AI and facial expression analysis to detect signs of depression in individuals by analyzing emotional patterns from real-time or static images.

 

Identification of Plant Disease from Leaf Images Based on Convolutional Neural Network

This Research project, detects and classifies plant leaf diseases using CNNs, aiding in precision agriculture and early-stage disease prevention for crops.

Weeds and Crop Image Classification using Deep Learning Technique

In this matlab research project, the system classifies weed and crop types from field images using a deep learning model, improving automated weed management in smart farming applications.

URL Based Phishing Website Detection using Machine Learning Models

Detects phishing websites by analyzing suspicious patterns in URLs using machine learning algorithms for enhanced web security.

AI-based Gender Identification using Facial Features

This Final year project utilizes AI and image processing to identify gender from facial features, useful in surveillance, marketing analytics, and human-computer interaction.

Driver Drowsiness Detection System Using Image Processing

Monitors driver alertness using real-time facial image analysis to detect drowsiness and prevent road accidents through timely alerts.

 

Breast Cancer Detection and Classification

 

Automatic Breast Segmentation and Cancer Detection via SVM in Mammograms

 

Computer Aided Theragnosis Using Quantitative Ultrasound Spectroscopy and Maximum Mean Discrepancy in Locally Advanced Breast Cancer

 

Tumor Detection in Brain MRI Image Using Template based K-means and Fuzzy C-means Clustering Algorithm

 

Brain Tumor Segmentation and Its Area Calculation in Brain MR Images using K-Mean Clustering and Fuzzy C-Mean Algorithm

 

Brain tumor detection and classification

 

Diabetes Detection based on Iris abnormal

 

Automated Diagnosis of Glaucoma Using Empirical Wavelet Transform and Correntropy Features Extracted from Fundus Images

 

Retinal Disease Screening through Local Binary Patterns

 

Glaucoma Detection from Fundus Images Using MATLAB GUI

 

Blood Vessel Segmentation in Fundus Images and Detection of Glaucoma

 

Red Lesion Detection Using Dynamic Shape Features for Diabetic Retinopathy Screening

 

Bagged textural and color features for melanoma skin cancer detection in dermoscopic and standard images

 

System to predict the gestational age and extracting the features such as length of the fetus and its orientation

 

Automatic Classification of Intracardiac Tumor and Thrombi in Echocardiography based on Sparse Representation

 

Real-Time Automatic Artery Segmentation, Reconstruction and Registration for Ultrasound-Guided Regional Anaesthesia of the Femoral Nerve

 

Automatic Hookworm Detection in Wireless Capsule Endoscopy Images

 

An Automatic Learning-Based Framework for Robust Nucleus Segmentation

 

Deep Learning for Face Recognition under Complex Illumination Conditions Based on Log-Gabor and LBP

Topology Preserving Structural Matching for Automatic Partial Face Recognition

Facial Age Estimation with Age Difference

Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition

Automated human identification using partial face image

Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection

Facial Sketch Synthesis Using Two-dimensional Direct Combined Model-based Face-Specific Markov Network

Robust Point Set Matching for Partial Face Recognition

Face Recognition across Non-Uniform Motion Blur, Illumination, and Pose

Face Sketch Synthesis via Sparse Representation-Based Greedy Search

Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation

Crime Detection using Facial Features

A Facial-Expression Monitoring System for Improved Healthcare in Smart Cities

Dynamic Facial Expression Recognition With Atlas Construction and Sparse Representation

Robust Representation and Recognition of Facial Emotions Using Extreme Sparse Learning

Local Directional Number Pattern for Face Analysis: Face and Expression Recognition

Classification of Chikoo (Sapota) Fruits on basis of RGB colour space using Digital Image Processing

Machine vision based sorting of Chikoo (sapota) fruit of Dahanu taluka region using Digital Image Processing

Higher Order Dynamic Conditional Random Fields Ensemble for Crop Type Classification in Radar Images

Feature based transition region extraction for image segmentation: Application to worm separation from leaves

Image Forgery Detection

Illuminant-Based Transformed Spaces for Image Forensics

Analyzing the Effect of JPEG Compression on Local Variance of Image Intensity

Revealing the Trace of High-Quality JPEG Compression through Quantization Noise Analysis

Traffic Light Controller System using Counting of Vehicles in MATLAB

Car detection in real time environment during fog hazy day

Smart Traffic Detection System Using Canny Edge Detection

A Practical Animal Detection and Collision Avoidance System Using Computer Vision Technique

A Robust and Efficient Approach to License Plate Detection

Accurate Detection and Recognition of Dirty Vehicle Plate Numbers for High-Speed Applications

Night Time Vehicle detection and tracking based on SVM

License Plate deblurring and detection

Robust Blur Kernel Estimation for License Plate Images From Fast Moving Vehicles

An Improved Traffic Signs Recognition and Tracking Method for Driver Assistance System in MATLAB

Moving Object Tracking Under Occlusion Using Hybrid Model

Principal Visual Word Discovery for Automatic License Plate Detection

Log-Gabor Filters for Image-Based Vehicle Verification

Deep Representation based feature extraction and recovering for Finger-vein verification

Learning Correspondence Structures for Person Re-identification

Image Registration and re-verification process with Pattern Recognition Techniques

A Security-Enhanced Alignment-Free Fuzzy Vault-Based Fingerprint Cryptosystem Using Pair-Polar Minutiae Structures

Distance-Based Encryption: How to Embed Fuzziness in Biometric-Based Encryption

Fingerprint Liveness Detection From Single Image Using Low-Level Features and Shape Analysis

Iris Recognition Based on Human-Interpretable Features

Automated Human Identification Using Ear Imaging

Detection and Rectification of Distorted Fingerprints

An Efficient Parallel Approach for Sclera Vein Recognition

Combining Left and Right Palmprint Images for More Accurate Personal Identification

Fingerprint Compression Based on Sparse Representation

Adaptive Fingerprint Image Enhancement With Emphasis on Preprocessing of Data

An Image-Based Approach to Detection of Fake Coins

Multiple Moving Object Detection From UAV Videos Using Trajectories of Matched Regional Adjacency Graphs

Robust Visual Tracking via Incremental Subspace Learning and Local Sparse Representation

A Feature Learning and Object Recognition Framework for Underwater Fish Images

https://youtu.be/2a-ilQKh4R4

Detection of Moving Objects Using Fuzzy Color Difference Histogram Based Background Subtraction

Commutative Encryption and Data Hiding in HEVC Video Compression

New Framework of Reversible Data Hiding in Encrypted JPEG Bitstreams

Data hiding scheme based on pixel-value differencing in dual images

Chaos-based fast colour image encryption scheme with true random number keys from environmental noise

A Video Watermarking DRM Method Based on H.264 Compressed Domain with Low Bit-Rate Increasement

A high payload steganographic algorithm based on edge detection

Reversible Data Hiding in Encrypted Images Based on Progressive Recovery

Modified Buyer Seller Watermarking Protocol based on Discrete Wavelet Transform

Data Security using Cryptography and Steganography