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Citations	Article
71	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
64	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
62	Microwave Imaging for Early Breast Cancer Detection: Current State, Challenges, and Future Directions by Nour AlSawaftah, Salma El-Abed, Salam Dhou and Amer Zakaria
58	Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey by Andronicus A. Akinyelu, Fulvio Zaccagna, James T. Grist, Mauro Castelli and Leonardo Rundo
53	Comparison of Different Image Data Augmentation Approaches by Loris Nanni, Michelangelo Paci, Sheryl Brahnam and Alessandra Lumini
52	Image Augmentation Techniques for Mammogram Analysis by Parita Oza, Paawan Sharma, Samir Patel, Festus Adedoyin and Alessandro Bruno
52	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
46	Spectral Photon-Counting Computed Tomography: A Review on Technical Principles and Clinical Applications by Mario Tortora, Laura Gemini, Imma D’Iglio, Lorenzo Ugga, Gaia Spadarella and Renato Cuocolo
46	A Structured and Methodological Review on Vision-Based Hand Gesture Recognition System by Fahmid Al Farid, Noramiza Hashim, Junaidi Abdullah, Md Roman Bhuiyan, Wan Noor Shahida Mohd Isa, Jia Uddin, Mohammad Ahsanul Haque and Mohd Nizam Husen
45	Roadmap on Digital Holography-Based Quantitative Phase Imaging by Vinoth Balasubramani, Małgorzata Kujawińska, Cédric Allier, Vijayakumar Anand, Chau-Jern Cheng, Christian Depeursinge, Nathaniel Hai, Saulius Juodkazis, Jeroen Kalkman, Arkadiusz Kuś, Moosung Lee, Pierre J. Magistretti, Pierre Marquet, Soon Hock Ng, Joseph Rosen, Yong Keun Park and Michał Ziemczonok

Citations	Article
71	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
64	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
52	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
37	The Role of Artificial Intelligence in Echocardiography by Timothy Barry, Juan Maria Farina, Chieh-Ju Chao, Chadi Ayoub, Jiwoong Jeong, Bhavik N. Patel, Imon Banerjee and Reza Arsanjani
34	A Review of Synthetic Image Data and Its Use in Computer Vision by Keith Man and Javaan Chahl
28	Visualization and Cybersecurity in the Metaverse: A Survey by Yang-Wai Chow, Willy Susilo, Yannan Li, Nan Li and Chau Nguyen
27	Deepfakes Generation and Detection: A Short Survey by Zahid Akhtar
24	Harmonization Strategies in Multicenter MRI-Based Radiomics by Elisavet Stamoulou, Constantinos Spanakis, Georgios C. Manikis, Georgia Karanasiou, Grigoris Grigoriadis, Theodoros Foukakis, Manolis Tsiknakis, Dimitrios I. Fotiadis and Kostas Marias
24	A Real-Time Polyp-Detection System with Clinical Application in Colonoscopy Using Deep Convolutional Neural Networks by Adrian Krenzer, Michael Banck, Kevin Makowski, Amar Hekalo, Daniel Fitting, Joel Troya, Boban Sudarevic, Wolfgang G. Zoller, Alexander Hann and Frank Puppe
21	Satellite Image Processing by Python and R Using Landsat 9 OLI/TIRS and SRTM DEM Data on Côte d’Ivoire, West Africa by Polina Lemenkova and Olivier Debeir

Citations	Article
13	Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images by Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen, Suhita Ghosh, Valerie Krug, Rupali Khatun, Rahul Mishra, Nirja Desai, Petia Radeva, Georg Rose, Sebastian Stober, Oliver Speck and Andreas Nürnberger
8	Breast Cancer Detection with an Ensemble of Deep Learning Networks Using a Consensus-Adaptive Weighting Method by Mohammad Dehghan Rouzi, Behzad Moshiri, Mohammad Khoshnevisan, Mohammad Ali Akhaee, Farhang Jaryani, Samaneh Salehi Nasab and Myeounggon Lee
7	Assessing Acetabular Index Angle in Infants: A Deep Learning-Based Novel Approach by Farmanullah Jan, Atta Rahman, Roaa Busaleh, Haya Alwarthan, Samar Aljaser, Sukainah Al-Towailib, Safiyah Alshammari, Khadeejah Rasheed Alhindi, Asrar Almogbil, Dalal A. Bubshait and Mohammed Imran Basheer Ahmed
7	A CNN Hyperparameters Optimization Based on Particle Swarm Optimization for Mammography Breast Cancer Classification by Khadija Aguerchi, Younes Jabrane, Maryam Habba and Amir Hajjam El Hassani
5	Classification of Pepper Seeds by Machine Learning Using Color Filter Array Images by Kani Djoulde, Boukar Ousman, Abboubakar Hamadjam, Laurent Bitjoka and Clergé Tchiegang
5	Media Forensic Considerations of the Usage of Artificial Intelligence Using the Example of DeepFake Detection by Dennis Siegel, Christian Kraetzer, Stefan Seidlitz and Jana Dittmann
5	Applied Artificial Intelligence in Healthcare: A Review of Computer Vision Technology Application in Hospital Settings by Heidi Lindroth, Keivan Nalaie, Roshini Raghu, Ivan N. Ayala, Charles Busch, Anirban Bhattacharyya, Pablo Moreno Franco, Daniel A. Diedrich, Brian W. Pickering and Vitaly Herasevich
4	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
4	A Point-Cloud Segmentation Network Based on SqueezeNet and Time Series for Plants by Xingshuo Peng, Keyuan Wang, Zelin Zhang, Nan Geng and Zhiyi Zhang
4	YOLO-PAM: Parasite-Attention-Based Model for Efficient Malaria Detection by Luca Zedda, Andrea Loddo and Cecilia Di Ruberto

Citations	Article
2	Fast Linde–Buzo–Gray (FLBG) Algorithm for Image Compression through Rescaling Using Bilinear Interpolation by Muhammmad Bilal, Zahid Ullah, Omer Mujahid and Tama Fouzder
2	Artificial Intelligence (AI) and Nuclear Features from the Fine Needle Aspirated (FNA) Tissue Samples to Recognize Breast Cancer by Rumana Islam and Mohammed Tarique
1	Day-to-Night Street View Image Generation for 24-Hour Urban Scene Auditing Using Generative AI by Zhiyi Liu, Tingting Li, Tianyi Ren, Da Chen, Wenjing Li and Waishan Qiu
1	The Accuracy of Three-Dimensional Soft Tissue Simulation in Orthognathic Surgery—A Systematic Review by Anna Olejnik, Laurence Verstraete, Tomas-Marijn Croonenborghs, Constantinus Politis and Gwen R. J. Swennen
1	Overcoming Dimensionality Constraints: A Gershgorin Circle Theorem-Based Feature Extraction for Weighted Laplacian Matrices in Computer Vision Applications by Sahaj Anilbhai Patel and Abidin Yildirim
1	Fine-Grained Food Image Recognition: A Study on Optimising Convolutional Neural Networks for Improved Performance by Liam Boyd, Nonso Nnamoko and Ricardo Lopes
1	Modeling of Ethiopian Beef Meat Marbling Score Using Image Processing for Rapid Meat Grading by Tariku Erena, Abera Belay, Demelash Hailu, Bezuayehu Gutema Asefa, Mulatu Geleta and Tesfaye Deme
1	Greedy Ensemble Hyperspectral Anomaly Detection by Mazharul Hossain, Mohammed Younis, Aaron Robinson, Lan Wang and Chrysanthe Preza
1	U-Net Convolutional Neural Network for Mapping Natural Vegetation and Forest Types from Landsat Imagery in Southeastern Australia by Tony Boston, Albert Van Dijk and Richard Thackway
1	Development of a Method for Commercial Style Transfer of Historical Architectural Facades Based on Stable Diffusion Models by Jiaxin Zhang, Yiying Huang, Zhixin Li, Yunqin Li, Zhilin Yu and Mingfei Li

Citations	Article
383	Explainable Deep Learning Models in Medical Image Analysis by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
354	An Overview of Deep Learning Based Methods for Unsupervised and Semi-Supervised Anomaly Detection in Videos by B. Ravi Kiran, Dilip Mathew Thomas and Ranjith Parakkal
343	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
246	Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review by Alberto Signoroni, Mattia Savardi, Annalisa Baronio and Sergio Benini
181	Machine Vision Systems in Precision Agriculture for Crop Farming by Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore Pachidis and Vassilis G. Kaburlasos
174	Contribution of Remote Sensing on Crop Models: A Review by Dimitrios A. Kasampalis, Thomas K. Alexandridis, Chetan Deva, Andrew Challinor, Dimitrios Moshou and Georgios Zalidis
156	An Overview of Watershed Algorithm Implementations in Open Source Libraries by Anton S. Kornilov and Ilia V. Safonov
150	Object Recognition in Aerial Images Using Convolutional Neural Networks by Matija Radovic, Offei Adarkwa and Qiaosong Wang
147	Deep Learning for Breast Cancer Diagnosis from Mammograms—A Comparative Study by Lazaros Tsochatzidis, Lena Costaridou and Ioannis Pratikakis
137	Evaluating the Performance of Structure from Motion Pipelines by Simone Bianco, Gianluigi Ciocca and Davide Marelli

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3617	Single-Image-Based 3D Reconstruction of Endoscopic Images by Bilal Ahmad, Pål Anders Floor, Ivar Farup and Casper Find Andersen
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2233	Advances in Real-Time 3D Reconstruction for Medical Endoscopy by Alexander Richter, Till Steinmann, Jean-Claude Rosenthal and Stefan J. Rupitsch
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4485	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
4094	Deepfakes Generation and Detection: A Short Survey by Zahid Akhtar
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1216	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
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33300	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
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