ELECTRONICS PROJECTS

Image Processing Projects

Image Processing Projects are excellent for final year students pursuing BTech, BE, MTech, or ME degrees. These projects allow students to gain practical experience and showcase their skills to project guide through proper documentation, plagiarism-free reports, and source code.

Image Processing Projects

Image Processing Projects List

Here the list of Popular Image Processing projects include Image Classification, Object Detection, Image Segmentation, Image Super-Resolution, Facial Recognition, Image Style Transfer, Image Denoising, and Image Captioning.

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S.NOPROJECT TITLES
20IM013D APA-Net 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images
20IM023D Neuron Reconstruction in Tangled Neuronal Image With Deep Networks
20IM03A Benchmark for Sparse Coding When Group Sparsity Meets Rank Minimization
20IM04A Biological Vision Inspired Framework for Image Enhancement in Poor Visibility Conditions
20IM05A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability
20IM06A Deep Learning Reconstruction Framework for Differential Phase-Contrast Computed Tomography With Incomplete Data
20IM07A Framework of Reversible Color to Grayscale Conversion With Watermarking Feature
20IM08A Grassmannian Graph Approach to Affine Invariant Feature Matching
20IM09A Multi-Domain and Multi-Modal Representation Disentangler for Cross-Domain Image Manipulation and Classification
20IM10A Multi-Organ Nucleus Segmentation Challenge
20IM11A Multiple-Instance Densely-Connected ConvNet for Aerial Scene Classification
20IM12A New Polyphase Down-Sampling-Based Multiple Description Image Coding
20IM13A Novel Key-Point Detector Based on Sparse Coding
20IM14A Novel Retinex-Based Fractional-Order Variational Model for Images With Severely Low Light
20IM15A Spatially Constrained Probabilistic Model for Robust Image Segmentation
20IM16A Spatio-Temporal Multi-Scale Binary Descriptor
20IM17A Wave-Shaped Deep Neural Network for Smoke Density Estimation
20IM18Accelerating Non-Cartesian MRI Reconstruction Convergence Using k-Space Preconditioning
20IM19Accurate Transmission Estimation for Removing Haze and Noise From a Single Image
20IM20Adaptive Pulse Wave Imaging Automated Spatial Vessel Wall Inhomogeneity Detection in Phantoms and in-Vivo
20IM21All-Pass Parametric Image Registration
20IM22An Adaptive and Robust Edge Detection Method Based on Edge Proportion Statistics
20IM23An Underwater Image Enhancement Benchmark Dataset and Beyond
20IM24Anisotropic Guided Filtering
20IM25Automatic Cataract Classification Using Deep Neural Network With Discrete State Transition
20IM26Binocular Light-Field Imaging Theory and Occlusion-Robust Depth Perception Application
20IM27Boosting Structure Consistency for Multispectral and Multimodal Image Registration
20IM28CANet Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading
20IM29Cascaded Face Sketch Synthesis Under Various Illuminations
20IM30Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem
20IM31Compressive Color Pattern Detection Using Partial Orthogonal Circulant Sensing Matrix
20IM32Confidence Measure Guided Single Image De-Raining
20IM33Deep Coupled ISTA Network for Multi-Modal Image Super-Resolution
20IM34Deep Guided Learning for Fast Multi-Exposure Image Fusion
20IM35Deep Learning-Based Picture-Wise Just Noticeable Distortion Prediction Model for Image Compression
20IM36Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors
20IM37Deep Neural Network Regression for Automated Retinal Layer Segmentation in Optical Coherence Tomography Images
20IM38Deep Neural Networks Improve Radiologists Performance in Breast Cancer Screening
20IM39Deep Retinal Image Segmentation With Regularization Under Geometric Priors
20IM40Deep Saliency Hashing for Fine-Grained Retrieval
20IM41Deep Spatial and Temporal Network for Robust Visual Object Tracking
20IM42Deep Tone Mapping Operator for High Dynamic Range Images
20IM43Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound
20IM44Development and Assessment of a New Global Mammographic Image Feature Analysis Scheme to Predict Likelihood of Malignant Cases
20IM45Discriminative Multi-View Privileged Information Learning for Image Re-Ranking
20IM46Dynamic Scene Deblurring by Depth Guided Model
20IM47Efficient Evaluation of Image Quality via Deep-Learning Approximation of Perceptual Metrics
20IM48Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT
20IM49Exploiting Related and Unrelated Tasks for Hierarchical Metric Learning and Image Classification
20IM50Fast Single Image Dehazing Using Saturation Based Transmission Map Estimation
20IM51From Pairwise Comparisons and Rating to a Unified Quality Scale
20IM52From Rank Estimation to Rank Approximation Rank Residual Constraint for Image Restoration
20IM53Hazy Image Decolorization With Color Contrast Restoration
20IM54IDGCP Image Dehazing Based on Gamma Correction Prior
20IM55Kinetic Modeling of Hyperpolarized Carbon-13 Pyruvate Metabolism in the Human Brain
20IM56LCSCNet Linear Compressing-Based Skip-Connecting Network for Image Super-Resolution
20IM57Learned Image Downscaling for Upscaling Using Content Adaptive Resampler
20IM58Learning a Single Tucker Decomposition Network for Lossy Image Compression With Multiple Bits-per-Pixel Rates
20IM59Local-Adaptive Image Alignment Based on Triangular Facet Approximation
20IM60Lower Bound on Transmission Using Non-Linear Bounding Function in Single Image Dehazing
20IM61Low-Rank Quaternion Approximation for Color Image Processing
20IM62mDixon-Based Synthetic CT Generation for PET Attenuation Correction on Abdomen and Pelvis Jointly Using Transfer Fuzzy Clustering and Active Learning- Based Classification
20IM63Missing MRI Pulse Sequence Synthesis Using Multi-Modal Generative Adversarial Network
20IM64Morphology-Based Noise Reduction Structural Variation and Thresholding in the Bitonic Filter
20IM65Multi-Channel and Multi-Model-Based Auto encoding Prior for grayscale image restoration
20IM66Multimodal Change Detection in Remote Sensing Images Using an Unsupervised Pixel Pairwise-Based Markov Random Field Model
20IM67Multipatch Unbiased Distance Non-Local Adaptive Means With Wavelet Shrinkage
20IM68Multiple Cycle-in-Cycle Generative Adversarial Networks for Unsupervised Image Super-Resolution
20IM69Multi-Scale Deep Residual Learning-Based Single Image Haze Removal via Image Decomposition
20IM70Multistage GAN for Fabric Defect Detection
20IM71NLH A Blind Pixel-Level Non-Local Method for Real World Image Denoising
20IM72Noise-Robust Iterative Back-Projection
20IM74OCTRexpert A Feature-Based 3D Registration Method for Retinal OCT Images
20IM75One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures
20IM76Parallax Tolerant Light Field Stitching for Hand-Held Plenoptic Cameras
20IM77Parameter-Free Gaussian PSF Model for Extended Depth of Field in Brightfield Microscopy
20IM78Phase Asymmetry Ultrasound Despeckling With Fractional Anisotropic Diffusion and Total Variation
20IM79Practically Lossless Affine Image Transformation
20IM80Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging
20IM81Progressive Object Transfer Detection
20IM82Progressively Trained Convolutional Neural Networks for Deformable Image Registration
20IM83Quality Prediction on Deep Generative Images
20IM84Rate-Distortion Driven Decomposition of Multiview Imagery to Diffuse and Specular Components
20IM85Reconstruction of Binary Shapes From Blurred Images via Hankel-Structured Low-Rank Matrix Recovery
20IM86Residual Learning for Salient Object Detection
20IM87Retinal Vascular Network Topology Reconstruction and Artery Vein Classification via Dominant Set Clustering
20IM88Reverse Attention-Based Residual Network for Salient Object Detection
20IM89RGB-T Salient Object Detection via Fusing Multi-Level CNN Features
20IM90Robust Empirical Bayesian Reconstruction of Distributed Sources for Electromagnetic Brain Imaging
20IM91Semi-Linearized Proximal Alternating Minimization for a Discrete Mumford-Shah Model
20IM92Semi-Supervised Image Dehazing
20IM93Soft-Edge Assisted Network for Single Image Super-Resolution
20IM94Tensor Oriented No-Reference Light Field Image Quality Assessment
20IM95Unsupervised Rotation Factorization in Restricted Boltzmann Machines
20IM96Variational Bayesian Blind Color Deconvolution of Histopathological Images
20IM97Variational Osmosis for Non-Linear Image Fusion
20IM98Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images
20IM99Wavelet-based Spectral-Spatial Transforms for CFA-Sampled Raw Camera Image Compression
20IM100Weighted Guided Image Filtering With Steering Kernel

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