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Citations	Article
183	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
179	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
149	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
80	A Review of Synthetic Image Data and Its Use in Computer Vision by Keith Man and Javaan Chahl
69	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
67	Deepfakes Generation and Detection: A Short Survey by Zahid Akhtar
67	Conv-ViT: A Convolution and Vision Transformer-Based Hybrid Feature Extraction Method for Retinal Disease Detection by Pramit Dutta, Khaleda Akther Sathi, Md. Azad Hossain and M. Ali Akber Dewan
62	Retinal Disease Detection Using Deep Learning Techniques: A Comprehensive Review by Stewart Muchuchuti and Serestina Viriri
61	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
57	Applications of LiDAR in Agriculture and Future Research Directions by Sourabhi Debnath, Manoranjan Paul and Tanmoy Debnath

Citations	Article
36	Real-Time Obstacle Detection with YOLOv8 in a WSN Using UAV Aerial Photography by Shakila Rahman, Jahid Hasan Rony, Jia Uddin and Md Abdus Samad
35	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
34	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
30	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
28	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
26	Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 by Lianghao Tan, Shubing Liu, Jing Gao, Xiaoyi Liu, Linyue Chu and Huangqi Jiang
25	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
24	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
22	A Robust Machine Learning Model for Diabetic Retinopathy Classification by Gigi Tăbăcaru, Simona Moldovanu, Elena Răducan and Marian Barbu
21	Optimizing Vision Transformers for Histopathology: Pretraining and Normalization in Breast Cancer Classification by Giulia Lucrezia Baroni, Laura Rasotto, Kevin Roitero, Angelica Tulisso, Carla Di Loreto and Vincenzo Della Mea

Citations	Article
26	Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 by Lianghao Tan, Shubing Liu, Jing Gao, Xiaoyi Liu, Linyue Chu and Huangqi Jiang
21	Applications of Artificial Intelligence, Deep Learning, and Machine Learning to Support the Analysis of Microscopic Images of Cells and Tissues by Muhammad Ali, Viviana Benfante, Ghazal Basirinia, Pierpaolo Alongi, Alessandro Sperandeo, Alberto Quattrocchi, Antonino Giulio Giannone, Daniela Cabibi, Anthony Yezzi, Domenico Di Raimondo, Antonino Tuttolomondo and Albert Comelli
16	Image Analysis in Histopathology and Cytopathology: From Early Days to Current Perspectives by Tibor Mezei, Melinda Kolcsár, András Joó and Simona Gurzu
16	Deepfake Media Forensics: Status and Future Challenges by Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Vittoria Bruni, Roberto Caldelli, Francesco De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Taiba Majid, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Nischay Purnekar, Davide Salvi, Stefano Tubaro, Massimo Villari and Domenico Vitulano Show full author list Hide full author list
15	Current Status and Challenges and Future Trends of Deep Learning-Based Intrusion Detection Models by Yuqiang Wu, Bailin Zou and Yifei Cao
10	Enhanced COVID-19 Detection from X-ray Images with Convolutional Neural Network and Transfer Learning by Qanita Bani Baker, Mahmoud Hammad, Mohammed Al-Smadi, Heba Al-Jarrah, Rahaf Al-Hamouri and Sa’ad A. Al-Zboon
9	Mapping the Knowledge Structure of Image Recognition in Cultural Heritage: A Scientometric Analysis Using CiteSpace, VOSviewer, and Bibliometrix by Fei Ju
9	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
8	An Enhanced Deep Learning Model for Effective Crop Pest and Disease Detection by Yongqi Yuan, Jinhua Sun and Qian Zhang
8	Evaluating Brain Tumor Detection with Deep Learning Convolutional Neural Networks Across Multiple MRI Modalities by Ioannis Stathopoulos, Luigi Serio, Efstratios Karavasilis, Maria Anthi Kouri, Georgios Velonakis, Nikolaos Kelekis and Efstathios Efstathopoulos

Citations	Article
4	Bilingual Sign Language Recognition: A YOLOv11-Based Model for Bangla and English Alphabets by Nawshin Navin, Fahmid Al Farid, Raiyen Z. Rakin, Sadman S. Tanzim, Mashrur Rahman, Shakila Rahman, Jia Uddin and Hezerul Abdul Karim
3	Machine Learning Algorithms of Remote Sensing Data Processing for Mapping Changes in Land Cover Types over Central Apennines, Italy by Polina Lemenkova
3	Low-Light Image and Video Enhancement for More Robust Computer Vision Tasks: A Review by Mpilo M. Tatana, Mohohlo S. Tsoeu and Rito C. Maswanganyi
2	Implementation of Chaotic Synchronization and Artificial Neural Networks in Modified OTP Scheme for Image Encryption by Hristina Stoycheva, Georgi Mihalev, Stanimir Sadinov and Krasen Angelov
2	“ShapeNet”: A Shape Regression Convolutional Neural Network Ensemble Applied to the Segmentation of the Left Ventricle in Echocardiography by Eduardo Galicia Gómez, Fabián Torres-Robles, Jorge Perez-Gonzalez and Fernando Arámbula Cosío
2	A Structured and Methodological Review on Multi-View Human Activity Recognition for Ambient Assisted Living by Fahmid Al Farid, Ahsanul Bari, Abu Saleh Musa Miah, Sarina Mansor, Jia Uddin and S. Prabha Kumaresan
2	Minimizing Bleed-Through Effect in Medieval Manuscripts with Machine Learning and Robust Statistics by Adriano Ettari, Massimo Brescia, Stefania Conte, Yahya Momtaz and Guido Russo
2	Deep-Learning Approaches for Cervical Cytology Nuclei Segmentation in Whole Slide Images by Andrés Mosquera-Zamudio, Sandra Cancino, Guillermo Cárdenas-Montoya, Juan D. Garcia-Arteaga, Carlos Zambrano-Betancourt and Rafael Parra-Medina
2	Artificial Intelligence Dystocia Algorithm (AIDA) as a Decision Support System in Transverse Fetal Head Position by Antonio Malvasi, Lorenzo E. Malgieri, Tommaso Difonzo, Reuven Achiron, Andrea Tinelli, Giorgio Maria Baldini, Lorenzo Vasciaveo, Renata Beck, Ilenia Mappa and Giuseppe Rizzo
1	Platelets Image Classification Through Data Augmentation: A Comparative Study of Traditional Imaging Augmentation and GAN-Based Synthetic Data Generation Techniques Using CNNs by Itunuoluwa Abidoye, Frances Ikeji, Charlie A. Coupland, Simon D. J. Calaminus, Nick Sander and Eva Sousa

Citations	Article
507	Explainable Deep Learning Models in Medical Image Analysis by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
488	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
404	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
325	Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review by Alberto Signoroni, Mattia Savardi, Annalisa Baronio and Sergio Benini
237	Machine Vision Systems in Precision Agriculture for Crop Farming by Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore Pachidis and Vassilis G. Kaburlasos
216	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
184	Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art by Tirivangani Magadza and Serestina Viriri
183	An Overview of Watershed Algorithm Implementations in Open Source Libraries by Anton S. Kornilov and Ilia V. Safonov
183	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
179	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan

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21294	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
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15159	A Systematic Review of Recent Deep Learning Approaches for 3D Human Pose Estimation by Amal El Kaid and Karim Baïna
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15064	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
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12897	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
12781	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
9760	Hybrid Quality-Based Recommender Systems: A Systematic Literature Review by Bihi Sabiri, Amal Khtira, Bouchra El Asri and Maryem Rhanoui

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18399	Multi-Head Attention Refiner for Multi-View 3D Reconstruction by Kyunghee Lee, Ihjoon Cho, Boseung Yang and Unsang Park
15067	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
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9760	Hybrid Quality-Based Recommender Systems: A Systematic Literature Review by Bihi Sabiri, Amal Khtira, Bouchra El Asri and Maryem Rhanoui
8614	The Neural Frontier of Future Medical Imaging: A Review of Deep Learning for Brain Tumor Detection by Tarek Berghout
8525	State-of-the-Art Deep Learning Methods for Microscopic Image Segmentation: Applications to Cells, Nuclei, and Tissues by Fatma Krikid, Hugo Rositi and Antoine Vacavant
8221	Machine Learning for Human Activity Recognition: State-of-the-Art Techniques and Emerging Trends by Md Amran Hossen and Pg Emeroylariffion Abas
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7233	Classifying Sex from MSCT-Derived 3D Mandibular Models Using an Adapted PointNet++ Deep Learning Approach in a Croatian Population by Eva Shimkus, Ivana Kružić, Saša Mladenović, Iva Perić, Marija Jurić Gunjača, Tade Tadić, Krešimir Dolić, Šimun Anđelinović, Željana Bašić and Ivan Jerković
6520	Non-Hospitalized Long COVID Patients Exhibit Reduced Retinal Capillary Perfusion: A Prospective Cohort Study by Clayton E. Lyons, Jonathan Alhalel, Anna Busza, Emily Suen, Nathan Gill, Nicole Decker, Stephen Suchy, Zachary Orban, Millenia Jimenez, Gina Perez Giraldo, Igor J. Koralnik and Manjot K. Gill

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4132	Inferring Body Measurements from 2D Images: A Comprehensive Review by Hezha Mohammedkhan, Hein Fleuren, Çíçek Güven and Eric Postma
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3637	A Comprehensive Review on Document Image Binarization by Bilal Bataineh, Mohamed Tounsi, Nuha Zamzami, Jehan Janbi, Waleed Abdel Karim Abu-ain, Tarik AbuAin and Shaima Elnazer
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3001	Correlation Between SCORE2-Diabetes and Coronary Artery Calcium Score in Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study in Vietnam by Hung Phi Truong, Hoang Minh Tran, Thuan Huynh, Dung N. Q. Nguyen, Dung Thuong Ho, Cuong Cao Tran, Sang Van Nguyen and Tuan Minh Vo
2941	Bilingual Sign Language Recognition: A YOLOv11-Based Model for Bangla and English Alphabets by Nawshin Navin, Fahmid Al Farid, Raiyen Z. Rakin, Sadman S. Tanzim, Mashrur Rahman, Shakila Rahman, Jia Uddin and Hezerul Abdul Karim
2789	A Review on the Detection of Plant Disease Using Machine Learning and Deep Learning Approaches by Thandiwe Nyawose, Rito Clifford Maswanganyi and Philani Khumalo
2777	AI-Driven Automated Blood Cell Anomaly Detection: Enhancing Diagnostics and Telehealth in Hematology by Sami Naouali and Oussama El Othmani

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6217	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
5692	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
5123	Deepfakes Generation and Detection: A Short Survey by Zahid Akhtar
4174	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
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3721	AI vs. AI: Can AI Detect AI-Generated Images? by Samah S. Baraheem and Tam V. Nguyen
3711	Retinal Disease Detection Using Deep Learning Techniques: A Comprehensive Review by Stewart Muchuchuti and Serestina Viriri
3134	CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents by Jochen Büttner, Julius Martinetz, Hassan El-Hajj and Matteo Valleriani
3033	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
3016	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

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2643	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
2220	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
2142	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
1906	A Systematic Review of Recent Deep Learning Approaches for 3D Human Pose Estimation by Amal El Kaid and Karim Baïna
1691	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
1622	Realistic Aspects of Cardiac Ultrasound in Rats: Practical Tips for Improved Examination by Jessica Silva, Tiago Azevedo, Mário Ginja, Paula A. Oliveira, José Alberto Duarte and Ana I. Faustino-Rocha
1585	RailTrack-DaViT: A Vision Transformer-Based Approach for Automated Railway Track Defect Detection by Aniwat Phaphuangwittayakul, Napat Harnpornchai, Fangli Ying and Jinming Zhang
1569	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
1438	Real-Time Obstacle Detection with YOLOv8 in a WSN Using UAV Aerial Photography by Shakila Rahman, Jahid Hasan Rony, Jia Uddin and Md Abdus Samad
1410	Review of Image-Processing-Based Technology for Structural Health Monitoring of Civil Infrastructures by Ji-Woo Kim, Hee-Wook Choi, Sung-Keun Kim and Wongi S. Na

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1569	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
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889	State-of-the-Art Deep Learning Methods for Microscopic Image Segmentation: Applications to Cells, Nuclei, and Tissues by Fatma Krikid, Hugo Rositi and Antoine Vacavant

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931	Unsupervised Optical Mark Recognition on Answer Sheets for Massive Printed Multiple-Choice Tests by Yahir Hernández-Mier, Marco Aurelio Nuño-Maganda, Said Polanco-Martagón, Guadalupe Acosta-Villarreal and Rubén Posada-Gómez
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354	Low-Light Image and Video Enhancement for More Robust Computer Vision Tasks: A Review by Mpilo M. Tatana, Mohohlo S. Tsoeu and Rito C. Maswanganyi
353	A Comprehensive Review on Document Image Binarization by Bilal Bataineh, Mohamed Tounsi, Nuha Zamzami, Jehan Janbi, Waleed Abdel Karim Abu-ain, Tarik AbuAin and Shaima Elnazer
353	From Detection to Diagnosis: An Advanced Transfer Learning Pipeline Using YOLO11 with Morphological Post-Processing for Brain Tumor Analysis for MRI Images by Ikram Chourib

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35223	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
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