# | Title | Journal | Year | Citations |
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|
1 | Explainable Deep Learning Models in Medical Image Analysis | Journal of Imaging | 2020 | 365 |
2 | An Overview of Deep Learning Based Methods for Unsupervised and Semi-Supervised Anomaly Detection in Videos | Journal of Imaging | 2018 | 326 |
3 | Hand Gesture Recognition Based on Computer Vision: A Review of Techniques | Journal of Imaging | 2020 | 304 |
4 | Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review | Journal of Imaging | 2019 | 222 |
5 | Machine Vision Systems in Precision Agriculture for Crop Farming | Journal of Imaging | 2019 | 175 |
6 | Contribution of Remote Sensing on Crop Models: A Review | Journal of Imaging | 2018 | 165 |
7 | An Overview of Watershed Algorithm Implementations in Open Source Libraries | Journal of Imaging | 2018 | 158 |
8 | Object Recognition in Aerial Images Using Convolutional Neural Networks | Journal of Imaging | 2017 | 146 |
9 | Evaluating the Performance of Structure from Motion Pipelines | Journal of Imaging | 2018 | 132 |
10 | Deep Learning for Breast Cancer Diagnosis from Mammograms—A Comparative Study | Journal of Imaging | 2019 | 126 |
11 | Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art | Journal of Imaging | 2021 | 118 |
12 | Parameter Optimization for Local Polynomial Approximation based Intersection Confidence Interval Filter Using Genetic Algorithm: An Application for Brain MRI Image De-Noising | Journal of Imaging | 2015 | 99 |
13 | Review of Active IR Thermography for Detection and Characterization of Defects in Reinforced Concrete | Journal of Imaging | 2016 | 92 |
14 | Breast Tumor Classification Using an Ensemble Machine Learning Method | Journal of Imaging | 2020 | 92 |
15 | Early Yield Prediction Using Image Analysis of Apple Fruit and Tree Canopy Features with Neural Networks | Journal of Imaging | 2017 | 88 |
16 | A Survey of Brain Tumor Segmentation and Classification Algorithms | Journal of Imaging | 2021 | 88 |
17 | State of the Art of X-ray Speckle-Based Phase-Contrast and Dark-Field Imaging | Journal of Imaging | 2018 | 83 |
18 | Objective Classes for Micro-Facial Expression Recognition | Journal of Imaging | 2018 | 77 |
19 | Improving Tomographic Reconstruction from Limited Data Using Mixed-Scale Dense Convolutional Neural Networks | Journal of Imaging | 2018 | 75 |
20 | Detection of Red-Meat Adulteration by Deep Spectral–Spatial Features in Hyperspectral Images | Journal of Imaging | 2018 | 75 |
21 | Enhanced Region Growing for Brain Tumor MR Image Segmentation | Journal of Imaging | 2021 | 75 |
22 | A Survey of Deep Learning for Lung Disease Detection on Medical Images: State-of-the-Art, Taxonomy, Issues and Future Directions | Journal of Imaging | 2020 | 73 |
23 | A Survey of Computer Vision Methods for 2D Object Detection from Unmanned Aerial Vehicles | Journal of Imaging | 2020 | 70 |
24 | GANs for Medical Image Synthesis: An Empirical Study | Journal of Imaging | 2023 | 69 |
25 | Automated Detection and Diagnosis of Diabetic Retinopathy: A Comprehensive Survey | Journal of Imaging | 2021 | 67 |
26 | Faster R-CNN-Based Glomerular Detection in Multistained Human Whole Slide Images | Journal of Imaging | 2018 | 66 |
27 | Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review | Journal of Imaging | 2021 | 66 |
28 | Background Subtraction for Moving Object Detection in RGBD Data: A Survey | Journal of Imaging | 2018 | 65 |
29 | Beyond All-Sky: Assessing Ecological Light Pollution Using Multi-Spectral Full-Sphere Fisheye Lens Imaging | Journal of Imaging | 2019 | 65 |
30 | Handwritten Devanagari Character Recognition Using Layer-Wise Training of Deep Convolutional Neural Networks and Adaptive Gradient Methods | Journal of Imaging | 2018 | 64 |
31 | An Update of the Possible Applications of Magnetic Resonance Imaging (MRI) in Dentistry: A Literature Review | Journal of Imaging | 2021 | 63 |
32 | Glomerulus Classification and Detection Based on Convolutional Neural Networks | Journal of Imaging | 2018 | 62 |
33 | Polyp Detection and Segmentation from Video Capsule Endoscopy: A Review | Journal of Imaging | 2017 | 61 |
34 | Degraded Historical Document Binarization: A Review on Issues, Challenges, Techniques, and Future Directions | Journal of Imaging | 2019 | 61 |
35 | An Overview of Infrared Remote Sensing of Volcanic Activity | Journal of Imaging | 2017 | 60 |
36 | Data Augmentation in Classification and Segmentation: A Survey and New Strategies | Journal of Imaging | 2023 | 59 |
37 | Skin Lesion Segmentation Using Deep Learning with Auxiliary Task | Journal of Imaging | 2021 | 58 |
38 | A Review on Computer Vision-Based Methods for Human Action Recognition | Journal of Imaging | 2020 | 57 |
39 | Roadmap on Recent Progress in FINCH Technology | Journal of Imaging | 2021 | 56 |
40 | Real-Time System for Driver Fatigue Detection Based on a Recurrent Neuronal Network | Journal of Imaging | 2020 | 55 |
41 | Microwave Imaging for Early Breast Cancer Detection: Current State, Challenges, and Future Directions | Journal of Imaging | 2022 | 55 |
42 | Time-of-Flight Neutron Imaging on IMAT@ISIS: A New User Facility for Materials Science | Journal of Imaging | 2018 | 53 |
43 | Transfer Learning from Synthetic Data Applied to Soil–Root Segmentation in X-Ray Tomography Images | Journal of Imaging | 2018 | 53 |
44 | Breast Density Classification Using Local Quinary Patterns with Various Neighbourhood Topologies | Journal of Imaging | 2018 | 52 |
45 | Comparative Study of First Order Optimizers for Image Classification Using Convolutional Neural Networks on Histopathology Images | Journal of Imaging | 2020 | 51 |
46 | Fighting Deepfakes by Detecting GAN DCT Anomalies | Journal of Imaging | 2021 | 51 |
47 | Using Deep Learning to Challenge Safety Standard for Highly Autonomous Machines in Agriculture | Journal of Imaging | 2016 | 50 |
48 | Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey | Journal of Imaging | 2022 | 50 |
49 | Deep Learning in Selected Cancers’ Image Analysis—A Survey | Journal of Imaging | 2020 | 48 |
50 | Deep Learning for Historical Document Analysis and Recognition—A Survey | Journal of Imaging | 2020 | 47 |