Image Processing

Project Titles 2021 -2022

1 Contrast Enhancement of Multiple Tissues in MR Brain Images With Reversibility

2 A Supervised Segmentation Network for Hyperspectral Image Classification

3 A Content-based Image Retrieval Scheme Using Compressible Encrypted Images

4 A New Image Encryption Algorithm for Grey and Color Medical Images

5 Quantitative Evaluation of an Automated Cone-Based Breast Ultrasound Scanner for MRI–3D US Image Fusion

6 Compressive Spectral Imaging Via Virtual Side Information

7 SAR image de-noising via grouping-based PCA and guided filter

8 Distributed Learning and Inference With Compressed Images

9 An Image Reconstruction Method of Capacitively Coupled Electrical Impedance Tomography (CCEIT) Based on DBSCAN and Image Fusion

10 Coarse-to-Fine Lung Nodule Segmentation in CT Images With Image Enhancement and Dual-Branch Network

11 Rings for Privacy: An Architecture for Large Scale Privacy-Preserving Data Mining

12 Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network

13 Hierarchical Image Segmentation Based on Nonsymmetry and Anti-Packing Pattern Representation Model

14 A Wide Multimodal Dense U-Net for Fast Magnetic Resonance Imaging

15 Hierarchical Image Segmentation Based on Nonsymmetry and Anti-Packing Pattern Representation Model

16 Boosting Single Image Super-Resolution Learnt From Implicit Multi-Image Prior

17 Optimizing an Image Coding Framework with Deep Learning-based Pre- and Post-Processing

18 Distributed Learning and Inference With Compressed Images

19 Determination of Soil Moisture Content using Image Processing -A Survey

20 High-Resolution Remote Sensing Image Captioning Based on Structured Attention

21 A Framework for Hexagonal Image Processing Using Hexagonal Pixel-Perfect Approximations in Subpixel Resolution

22 Correcting Higher Order Aberrations Using Image Processing

23 DenseNet model with RAdam optimization algorithm for cancer image classification

24 Technical analysis of intelligent image processing of tea

25 Adversarial Attack Against Deep Saliency Models Powered by Non-Redundant Priors

26 Unsupervised Domain Adaptation Network With Category-Centric Prototype Aligner for Biomedical Image Segmentation

27 Transfer Learning for Automatic Brain Tumor Classification Using MRI Images

28 Cubemap-Based Perception-Driven Blind Quality Assessment for 360-degree Images


Project Titles 2020 -2021

1 Multi-Scale Deep Residual Learning-Based Single Image Haze Removal via Image Decomposition

2 Image-based Artefact Removal in Laser Scanning Microscopy

3 High-Resolution Encoder–Decoder Networks for Low-Contrast Medical Image Segmentation

4 A Flexible Deep CNN Framework for Image Restoration

5 Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT

6 Multispectral Interlaced Sparse Sampling Photoacoustic Tomography

7 Binocular Light-Field: Imaging Theory and Occlusion-RobustDepth Perception Application

8 Two-Stage Convolutional Neural Network for Medical NoiseRemoval via Image Decomposition

9 Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms

10 Low-Rank Quaternion Approximation for Color Image Processing

11 An Optical Image Transmission System for Deep Sea Creature Sampling Missions Using Autonomous Underwater Vehicle

12 Stereoscopic Image Generation from Light Field with Disparity Scaling and Super-Resolution

13 MDLatLRR: A Novel Decomposition Method for Infrared and Visible Image Fusion

14 DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion

15 BID: An Effective Blind Image Deblurring Scheme to Estimate the Blur Kernel for Various Scenarios

16 An Application of Transfer Learning and Ensemble Learning Techniques for Cervical Histopathology Image Classification

17 An Application of Transfer Learning and Ensemble Learning Techniques for Cervical Histopathology Image Classification

18 Variational Osmosis for Non-Linear Image Fusion

19 Image Recovery via Transform Learning and Low-Rank Modeling: The Power of Complementary Regularizers

20 Super-Resolution of Optical Coherence Tomography Images by Scale Mixture Models

21 Soft-Edge Assisted Network for Single Image Super- Resolution

22 Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index

23 Image interpolation with adaptive k-nearest neighbours search and random non-linear regression

24 Flexible Prediction of CT Images from MRI Data through Improved Neighborhood Anchored Regression for PET Attenuation Correction

25 Local Neighbourhood Image Properties for Exposure Region Determination Method in Nonuniform Illumination Images

26 Generating Stereoscopic Images With Convergence Control Ability From a Light Field Image Pair

27 Deep Learning Based Spectral Unmixing for Optoacoustic Imaging of Tissue Oxygen Saturation

28 Deep Learning for Multiple-Image Super-Resolution

29 Single Image Highlight Removal for Real-Time Image Processing Pipelines

30 Image Processing Methods for Coronal Hole Segmentation, Matching, and Map Classification

31 A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

32 Model-Based and Data-Driven Strategies in Medical Image Computing

33 Image Dehazing by An Artificial Image Fusion Method based on Adaptive Structure Decomposition

34 Deep Non-local Kalman Network for Video Compression Artifact Reduction.

35 Joint Multicast Beamforming and Relay Design for Maritime Communication Systems

36 Networked Optical Massive MIMO Communications

37 On the Content Delivery Efficiency of NOMA Assisted Vehicular Communication Networks With Delay Constraints

38 Data-Rate Driven Transmission Strategies for Deep Learning-Based Communication Systems

39 Covert Communication in Downlink NOMA Systems with Random Transmit Power

40 Cooperative Communication and Energy-Harvesting- Enabled Energy-Efficient Design of MI-Based Clustered Nonconventional WSNs

41 Performance Analysis of NOMA Assisted Underwater Visible Light Communication System

42 Multi-Frequency Multi-Scenario Millimeter Wave MIMO Channel Measurements and Modeling for B5G Wireless Communication Systems

43 Accuracy Enhancement of Moments-Based OSNR Monitoring in QAM Coherent Optical Communication

44 Benchmarking Image Retrieval Diversification Techniques for Social Media

45 Online Hashing with Bit Selection for Image Retrieval

46 Trust-Based Video Management Framework for Social Multimedia Networks

Project Titles 2020 -2021

1 Convolutional Neural Network for Finger-Vein-based Biometric Identification

2 Finger Vein Code: From Indexing to Matching

3 I-Am: Implicitly Authenticate Me Person Authentication on Mobile Devices Through Ear Shape and Arm Gesture

4 Iris Recognition After Death

5 Heterogeneous Face Recognition Using Domain Specific Units

6 Improving Shadow Suppression for Illumination Robust Face Recognition

7 Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face Recognition

8 Ordinal Deep Learning for Facial Age Estimation

9 Multi-Objective based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition

10 The Labeled Multiple Canonical Correlation Analysis for Information Fusion

11 A Fast Medical Image Super Resolution Method Based on Deep Learning Network

12 Automatic Detection of B-lines in In-Vivo Lung Ultrasound

13 Exudates Detection Using Morphology Mean Shift Algorithm in Retinal Images

14 Fusion of Medical Sensors Using Adaptive Cloud Model in Local Laplacian Pyramid Domain

15 Multimodal Sensor Medical Image Fusion Based on Local Difference in Non-Subsampled Domain

16 Segmentation of retinal cysts from Optical Coherence Tomography volumes via selective enhancement

17 Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data

18 A New Payload Partition Strategy in Color Image Steganography

19 A New Robust Approach for Reversible Database Watermarking With Distortion Control

20 CNN-based Adversarial Embedding for Image Steganography

21 Color Image Encryption Using Pixel Scrambling Operator and Reality- Preserving MPFRHT

22 Commutative Encryption and Data Hiding in HEVC Video Compression

23 Encryption-then-Compression Systems using Grayscale-based Image Encryption for JPEG Images

24 High capacity reversible data hiding based on multiple histograms modification

25 Improved k-pass pixel value ordering based data hiding

26 k out of n Region-Based Progressive Visual Cryptography

27 New Framework of Reversible Data Hiding in Encrypted JPEG Bitstreams

28 Random Matching Pursuit for Image Watermarking

29 Reversible Data Hiding in Color Image with Grayscale Invariance

30 Robust Image Hashing with Tensor Decomposition

31 Secure Binary Image Steganography based on Fused Distortion Measurement

32 Secure Cover Selection for Steganography

33 Towards Robust Image Steganography

34 A Novel Feature Selection in Vehicle Detection Through the Selection of Dominant Patterns of Histograms of Oriented Gradients (DPHOG)

35 Compressed-domain Highway Vehicle Counting By Spatial and Temporal Regression

36 Driver Activity Recognition for Intelligent Vehicles: A Deep Learning Approach

37 Fast approach for efficient vehicle counting

38 On-line vehicle detection at nighttime-based tail-light pairing with saliency detection in the multi-lane intersection

39 Real-Time Traffic Sign Recognition Based on Efficient CNNs in the Wild

40 Recognizing Distractions for Assistive Driving by Tracking Body Parts

41 Traffic Light Recognition With High Dynamic Range Imaging and Deep Learning

42 Efficient Scale-Adaptive License Plate Detection System

43 Hybrid Cascade Structure for License Plate Detection in Large Visual Surveillance Scenes

44 Toward End-to-End Car License Plate Detection and Recognition With Deep Neural Networks

45 A Fast Image Contrast Enhancement Algorithm Using Entropy-Preserving Mapping Prior

46 An Adaptive Method for Image Dynamic Range Adjustment

47 Contrast in Haze Removal: Configurable Contrast Enhancement Model Based on Dark Channel Prior

48 LECARM: Low-Light Image Enhancement using Camera Response Model

49 A Machine Vision Technique for Grading of Harvested Mangoes based on Maturity and Quality

50 A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization

51 Perceptual Video Hashing for Content Identification and Authentication

52 Characterizing and evaluating adversarial examples for Offline Handwritten Signature Verification

53 Convolution Structure Sparse Coding for Fusion of Panchromatic and Multispectral Images

54 Fast and Effective Image Copy-Move Forgery Detection via Hierarchical Feature Point Matching

55 Image De-raining Using a Conditional Generative Adversarial Network

56 Multi-Domain & Multi-Task Learning for Human Action Recognition

57 Patch-Sparsity-Based Image Inpainting through Facet Deduced Directional Derivative

58 RAN: Resolution-Aware Network for Image Super-resolution

59 Rapid Color Grading for Fruit Quality Evaluation Using Direct Color Mapping

60 Recolored Image Detection via a Deep Discriminative Model

61 Remote Sensing Image Sharpening by Integrating Multispectral Image Super-Resolution and Convolutional Sparse Representation Fusion

62 Scale-Free Single Image Deraining Via Visibility-Enhanced Recurrent Wavelet Learning

63 Single Image Depth Estimation with Normal Guided Scale Invariant Deep Convolutional Fields

64 SSDH: Semi-supervised Deep Hashing for Large Scale Image Retrieval

65 New Framework of Reversible Data Hiding in Encrypted JPEG Bitstreams

66 Towards Robust Image Steganography





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