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Image Processing Projects
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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.
| S.NO | PROJECT TITLES | ABSTRACT |
|---|---|---|
| 23IM01 | Multi-Exposure Fusion With Guidance Information Night Color Image Enhancement for Roadside Units | Abstract |
| 23IM02 | Material Compound-Property Retrieval Using Electron Microscope Images for Rubber Material Development | Abstract |
| 23IM03 | A VAN-Based Multi-Scale Cross-Attention Mechanism for Skin Lesion Segmentation Network | Abstract |
| 23IM04 | An Efficient Transfer and Ensemble Learning Based Computer Aided Breast Abnormality Diagnosis System | Abstract |
| 23IM05 | Biomedical Image Analysis for Colon and Lung Cancer Detection Using Tuna Swarm Algorithm With Deep Learning Model | Abstract |
| 23IM06 | MLFAN Multilevel Feature Attention Network With Texture Prior for Image Denoising | Abstract |
| 23IM07 | TnTViT-G Transformer in Transformer Network for Guidance Super Resolution | Abstract |
| 23IM08 | Low-Light Image Enhancement Using a Simple Network Structure | Abstract |
| 23IM09 | Water Classification Using Convolutional Neural Network | Abstract |
| 23IM10 | Abnormality Detection in Chest X-Ray via Residual-Saliency From Normal Generation | Abstract |
| 23IM11 | A Comprehensive Joint Learning System to Detect Skin Cancer | Abstract |
| 23IM12 | Pyramidal Feature Adjustment Networks for High Dynamic Range Imaging of Dynamic Scenes | Abstract |
| 23IM13 | Pixel Difference Unmixing Feature Networks for Edge Detection | Abstract |
| 23IM14 | MACGAN An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN | Abstract |
| 23IM15 | FieldPlant A Dataset of Field Plant Images for Plant Disease Detection and Classification With Deep Learning | Abstract |
| 23IM16 | Loop Residual Attention Network for Automatic Segmentation of COVID-19 Chest X-Ray Images | Abstract |
| 23IM17 | Protecting the Distribution of Color Images via Inverse Colorization Visible-Imperceptible Watermarking and Reversible Data Hiding | Abstract |
| 23IM18 | EMED-UNet An Efficient Multi-Encoder-Decoder Based UNet for Medical Image Segmentation | Abstract |
| 23IM19 | A Systematic Review on Federated Learning in Medical Image Analysis | Abstract |
| 23IM20 | Multi-FusNet of Cross Channel Network for Image Super-Resolution | Abstract |
| 23IM21 | A Nested Attention Guided UNet Architecture for White Matter Hyperintensity Segmentation | Abstract |
| 23IM22 | DeepSkin A Deep Learning Approach for Skin Cancer Classification | Abstract |
| 23IM23 | MGFuse An Infrared and Visible Image Fusion Algorithm Based on Multiscale Decomposition Optimization and Gradient-Weighted Local Energy | Abstract |
| 23IM24 | A Review on Alzheimers Disease Through Analysis of MRI Images Using Deep Learning Techniques | Abstract |
| 23IM25 | A Systematic Literature Review on Plant Disease Detection Motivations Classification Techniques Datasets Challenges and Future Trends | Abstract |
| 23IM26 | A Deep Ensemble Learning-Based CNN Architecture for Multiclass Retinal Fluid Segmentation in OCT Images | Abstract |
| 23IM27 | SENext Squeeze-and-ExcitationNext for Single Image Super-Resolution | Abstract |
| 23IM28 | A CNN-OSELM Multi-Layer Fusion Network With Attention Mechanism for Fish Disease Recognition in Aquaculture | Abstract |
| 23IM29 | An End-to-End Deep Learning Framework for Real-Time Denoising of Heart Sounds for Cardiac Disease Detection in Unseen Noise | Abstract |
| 23IM30 | Internet of Things and Deep Learning Enabled Diabetic Retinopathy Diagnosis Using Retinal Fundus Images | Abstract |
| 23IM31 | Exudate Regeneration for Automated Exudate Detection in Retinal Fundus Images | Abstract |
| 23IM32 | A CNN-Model to Classify Low-Grade and High-Grade Glioma From MRI Images | Abstract |
| 23IM33 | An Automated Chest X-Ray Image Analysis for Covid-19 and Pneumonia Diagnosis using Deep Ensemble Strategy | Abstract |
| 23IM34 | Piecewise Weighted Smoothing Regularization in Tight Framelet Domain for Hyperspectral Image Restoration | Abstract |
| 23IM35 | BI-RADS-NET-V2 A Composite Multi-Task Neural Network for Computer-Aided Diagnosis of Breast Cancer in Ultrasound Images With Semantic and Quantitative Explanations | Abstract |
| 23IM36 | GARL-Net Graph Based Adaptive Regularized Learning Deep Network for Breast Cancer Classification | Abstract |
| 23IM37 | Multiple Training Stage Image Enhancement Enrolled With CCRGAN Pseudo Templates for Large Area Dry Fingerprint Recognition | Abstract |
| 23IM38 | Underwater Image Enhancement Based on Adaptive Color Correction and Improved Retinex Algorithm | Abstract |
| 23IM39 | A Transfer Learning Approach to Breast Cancer Classification in a Federated Learning Framework | Abstract |
| 23IM40 | Classification of Liver Fibrosis From Heterogeneous Ultrasound Image | Abstract |
| 23IM41 | Modeling of Reptile Search Algorithm With Deep Learning Approach for Copy Move Image Forgery Detection | Abstract |
| 23IM42 | Protein Subcellular Localization Prediction by Concatenation of Convolutional Blocks for Deep Features Extraction From Microscopic Images | Abstract |
| 23IM43 | EfficientNetB3-Adaptive Augmented Deep Learning AADL for Multi-Class Plant Disease Classification | Abstract |
| 23IM44 | Monocular Depth Estimation of Old Photos via Collaboration of Monocular and Stereo Networks | Abstract |
| 23IM45 | AMSeg A Novel Adversarial Architecture Based Multi-Scale Fusion Framework for Thyroid Nodule Segmentation | Abstract |
| 23IM46 | An Improved Densenet Deep Neural Network Model for Tuberculosis Detection Using Chest X-Ray Images | Abstract |
| 23IM47 | Application of X-Ray Imaging and Convolutional Neural Networks in the Prediction of Tomato Seed Viability | Abstract |
| 23IM48 | Automated Segmentation of Brain Tumor MRI Images Using Deep Learning | Abstract |
| 23IM49 | Bit-Plane and Correlation Spatial Attention Modules for Plant Disease Classification | Abstract |
| 23IM50 | Automatic Liver Cancer Detection Using Deep Convolution Neural Network | Abstract |
| 20IM01 | 3D APA-Net 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images | Abstract |
| 20IM02 | 3D Neuron Reconstruction in Tangled Neuronal Image With Deep Networks | Abstract |
| 20IM03 | A Benchmark for Sparse Coding When Group Sparsity Meets Rank Minimization | Abstract |
| 20IM04 | A Biological Vision Inspired Framework for Image Enhancement in Poor Visibility Conditions | Abstract |
| 20IM05 | A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability | Abstract |
| 20IM06 | A Deep Learning Reconstruction Framework for Differential Phase-Contrast Computed Tomography With Incomplete Data | Abstract |
| 20IM07 | A Framework of Reversible Color to Grayscale Conversion With Watermarking Feature | Abstract |
| 20IM08 | A Grassmannian Graph Approach to Affine Invariant Feature Matching | Abstract |
| 20IM09 | A Multi-Domain and Multi-Modal Representation Disentangler for Cross-Domain Image Manipulation and Classification | Abstract |
| 20IM10 | A Multi-Organ Nucleus Segmentation Challenge | Abstract |
| 20IM11 | A Multiple-Instance Densely-Connected ConvNet for Aerial Scene Classification | Abstract |
| 20IM12 | A New Polyphase Down-Sampling-Based Multiple Description Image Coding | Abstract |
| 20IM13 | A Novel Key-Point Detector Based on Sparse Coding | Abstract |
| 20IM14 | A Novel Retinex-Based Fractional-Order Variational Model for Images With Severely Low Light | Abstract |
| 20IM15 | A Spatially Constrained Probabilistic Model for Robust Image Segmentation | Abstract |
| 20IM16 | A Spatio-Temporal Multi-Scale Binary Descriptor | Abstract |
| 20IM17 | A Wave-Shaped Deep Neural Network for Smoke Density Estimation | Abstract |
| 20IM18 | Accelerating Non-Cartesian MRI Reconstruction Convergence Using k-Space Preconditioning | Abstract |
| 20IM19 | Accurate Transmission Estimation for Removing Haze and Noise From a Single Image | Abstract |
| 20IM20 | Adaptive Pulse Wave Imaging Automated Spatial Vessel Wall Inhomogeneity Detection in Phantoms and in-Vivo | Abstract |
| 20IM21 | All-Pass Parametric Image Registration | Abstract |
| 20IM22 | An Adaptive and Robust Edge Detection Method Based on Edge Proportion Statistics | Abstract |
| 20IM23 | An Underwater Image Enhancement Benchmark Dataset and Beyond | Abstract |
| 20IM24 | Anisotropic Guided Filtering | Abstract |
| 20IM25 | Automatic Cataract Classification Using Deep Neural Network With Discrete State Transition | Abstract |
| 20IM26 | Binocular Light-Field Imaging Theory and Occlusion-Robust Depth Perception Application | Abstract |
| 20IM27 | Boosting Structure Consistency for Multispectral and Multimodal Image Registration | Abstract |
| 20IM28 | CANet Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading | Abstract |
| 20IM29 | Cascaded Face Sketch Synthesis Under Various Illuminations | Abstract |
| 20IM30 | Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem | Abstract |
| 20IM31 | Compressive Color Pattern Detection Using Partial Orthogonal Circulant Sensing Matrix | Abstract |
| 20IM32 | Confidence Measure Guided Single Image De-Raining | Abstract |
| 20IM33 | Deep Coupled ISTA Network for Multi-Modal Image Super-Resolution | Abstract |
| 20IM34 | Deep Guided Learning for Fast Multi-Exposure Image Fusion | Abstract |
| 20IM35 | Deep Learning-Based Picture-Wise Just Noticeable Distortion Prediction Model for Image Compression | Abstract |
| 20IM36 | Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors | Abstract |
| 20IM37 | Deep Neural Network Regression for Automated Retinal Layer Segmentation in Optical Coherence Tomography Images | Abstract |
| 20IM38 | Deep Neural Networks Improve Radiologists Performance in Breast Cancer Screening | Abstract |
| 20IM39 | Deep Retinal Image Segmentation With Regularization Under Geometric Priors | Abstract |
| 20IM40 | Deep Saliency Hashing for Fine-Grained Retrieval | Abstract |
| 20IM41 | Deep Spatial and Temporal Network for Robust Visual Object Tracking | Abstract |
| 20IM42 | Deep Tone Mapping Operator for High Dynamic Range Images | Abstract |
| 20IM43 | Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound | Abstract |
| 20IM44 | Development and Assessment of a New Global Mammographic Image Feature Analysis Scheme to Predict Likelihood of Malignant Cases | Abstract |
| 20IM45 | Discriminative Multi-View Privileged Information Learning for Image Re-Ranking | Abstract |
| 20IM46 | Dynamic Scene Deblurring by Depth Guided Model | Abstract |
| 20IM47 | Efficient Evaluation of Image Quality via Deep-Learning Approximation of Perceptual Metrics | Abstract |
| 20IM48 | Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT | Abstract |
| 20IM49 | Exploiting Related and Unrelated Tasks for Hierarchical Metric Learning and Image Classification | Abstract |
| 20IM50 | Fast Single Image Dehazing Using Saturation Based Transmission Map Estimation | Abstract |
| 20IM51 | From Pairwise Comparisons and Rating to a Unified Quality Scale | Abstract |
| 20IM52 | From Rank Estimation to Rank Approximation Rank Residual Constraint for Image Restoration | Abstract |
| 20IM53 | Hazy Image Decolorization With Color Contrast Restoration | Abstract |
| 20IM54 | IDGCP Image Dehazing Based on Gamma Correction Prior | Abstract |
| 20IM55 | Kinetic Modeling of Hyperpolarized Carbon-13 Pyruvate Metabolism in the Human Brain | Abstract |
| 20IM56 | LCSCNet Linear Compressing-Based Skip-Connecting Network for Image Super-Resolution | Abstract |
| 20IM57 | Learned Image Downscaling for Upscaling Using Content Adaptive Resampler | Abstract |
| 20IM58 | Learning a Single Tucker Decomposition Network for Lossy Image Compression With Multiple Bits-per-Pixel Rates | Abstract |
| 20IM59 | Local-Adaptive Image Alignment Based on Triangular Facet Approximation | Abstract |
| 20IM60 | Lower Bound on Transmission Using Non-Linear Bounding Function in Single Image Dehazing | Abstract |
| 20IM61 | Low-Rank Quaternion Approximation for Color Image Processing | Abstract |
| 20IM62 | mDixon-Based Synthetic CT Generation for PET Attenuation Correction on Abdomen and Pelvis Jointly Using Transfer Fuzzy Clustering and Active Learning- Based Classification | Abstract |
| 20IM63 | Missing MRI Pulse Sequence Synthesis Using Multi-Modal Generative Adversarial Network | Abstract |
| 20IM64 | Morphology-Based Noise Reduction Structural Variation and Thresholding in the Bitonic Filter | Abstract |
| 20IM65 | Multi-Channel and Multi-Model-Based Auto encoding Prior for grayscale image restoration | Abstract |
| 20IM66 | Multimodal Change Detection in Remote Sensing Images Using an Unsupervised Pixel Pairwise-Based Markov Random Field Model | Abstract |
| 20IM67 | Multipatch Unbiased Distance Non-Local Adaptive Means With Wavelet Shrinkage | Abstract |
| 20IM68 | Multiple Cycle-in-Cycle Generative Adversarial Networks for Unsupervised Image Super-Resolution | Abstract |
| 20IM69 | Multi-Scale Deep Residual Learning-Based Single Image Haze Removal via Image Decomposition | Abstract |
| 20IM70 | Multistage GAN for Fabric Defect Detection | Abstract |
| 20IM71 | NLH A Blind Pixel-Level Non-Local Method for Real World Image Denoising | Abstract |
| 20IM72 | Noise-Robust Iterative Back-Projection | Abstract |
| 20IM74 | OCTRexpert A Feature-Based 3D Registration Method for Retinal OCT Images | Abstract |
| 20IM75 | One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures | Abstract |
| 20IM76 | Parallax Tolerant Light Field Stitching for Hand-Held Plenoptic Cameras | Abstract |
| 20IM77 | Parameter-Free Gaussian PSF Model for Extended Depth of Field in Brightfield Microscopy | Abstract |
| 20IM78 | Phase Asymmetry Ultrasound Despeckling With Fractional Anisotropic Diffusion and Total Variation | Abstract |
| 20IM79 | Practically Lossless Affine Image Transformation | Abstract |
| 20IM80 | Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging | Abstract |
| 20IM81 | Progressive Object Transfer Detection | Abstract |
| 20IM82 | Progressively Trained Convolutional Neural Networks for Deformable Image Registration | Abstract |
| 20IM83 | Quality Prediction on Deep Generative Images | Abstract |
| 20IM84 | Rate-Distortion Driven Decomposition of Multiview Imagery to Diffuse and Specular Components | Abstract |
| 20IM85 | Reconstruction of Binary Shapes From Blurred Images via Hankel-Structured Low-Rank Matrix Recovery | Abstract |
| 20IM86 | Residual Learning for Salient Object Detection | Abstract |
| 20IM87 | Retinal Vascular Network Topology Reconstruction and Artery Vein Classification via Dominant Set Clustering | Abstract |
| 20IM88 | Reverse Attention-Based Residual Network for Salient Object Detection | Abstract |
| 20IM89 | RGB-T Salient Object Detection via Fusing Multi-Level CNN Features | Abstract |
| 20IM90 | Robust Empirical Bayesian Reconstruction of Distributed Sources for Electromagnetic Brain Imaging | Abstract |
| 20IM91 | Semi-Linearized Proximal Alternating Minimization for a Discrete Mumford-Shah Model | Abstract |
| 20IM92 | Semi-Supervised Image Dehazing | Abstract |
| 20IM93 | Soft-Edge Assisted Network for Single Image Super-Resolution | Abstract |
| 20IM94 | Tensor Oriented No-Reference Light Field Image Quality Assessment | Abstract |
| 20IM95 | Unsupervised Rotation Factorization in Restricted Boltzmann Machines | Abstract |
| 20IM96 | Variational Bayesian Blind Color Deconvolution of Histopathological Images | Abstract |
| 20IM97 | Variational Osmosis for Non-Linear Image Fusion | Abstract |
| 20IM98 | Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images | Abstract |
| 20IM99 | Wavelet-based Spectral-Spatial Transforms for CFA-Sampled Raw Camera Image Compression | Abstract |
| 20IM100 | Weighted Guided Image Filtering With Steering Kernel | Abstract |
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