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Citations	Article
88	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
80	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
74	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
72	A Robust Approach to Multimodal Deepfake Detection by Davide Salvi, Honggu Liu, Sara Mandelli, Paolo Bestagini, Wenbo Zhou, Weiming Zhang and Stefano Tubaro
72	A Systematic Review on Deep Learning with CNNs Applied to Surface Defect Detection by Esteban Cumbajin, Nuno Rodrigues, Paulo Costa, Rolando Miragaia, Luís Frazão, Nuno Costa, Antonio Fernández-Caballero, Jorge Carneiro, Leire H. Buruberri and António Pereira
72	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
60	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
54	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
53	Diagnostic Applications of Intraoral Scanners: A Systematic Review by Francesca Angelone, Alfonso Maria Ponsiglione, Carlo Ricciardi, Giuseppe Cesarelli, Mario Sansone and Francesco Amato
51	Explainable Artificial Intelligence (XAI) for Deep Learning Based Medical Imaging Classification by Rawan Ghnemat, Sawsan Alodibat and Qasem Abu Al-Haija

Citations	Article
74	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
72	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
51	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
46	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
39	Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 by Lianghao Tan, Shubing Liu, Jing Gao, Xiaoyi Liu, Linyue Chu and Huangqi Jiang
36	Image Analysis in Histopathology and Cytopathology: From Early Days to Current Perspectives by Tibor Mezei, Melinda Kolcsár, András Joó and Simona Gurzu
34	Current Status and Challenges and Future Trends of Deep Learning-Based Intrusion Detection Models by Yuqiang Wu, Bailin Zou and Yifei Cao
32	Explainable AI-Based Skin Cancer Detection Using CNN, Particle Swarm Optimization and Machine Learning by Syed Adil Hussain Shah, Syed Taimoor Hussain Shah, Roa’a Khaled, Andrea Buccoliero, Syed Baqir Hussain Shah, Angelo Di Terlizzi, Giacomo Di Benedetto and Marco Agostino Deriu
30	The Neural Frontier of Future Medical Imaging: A Review of Deep Learning for Brain Tumor Detection by Tarek Berghout
28	Review of Image Quality Assessment Methods for Compressed Images by Sonain Jamil

Citations	Article
13	Synthetic Scientific Image Generation with VAE, GAN, and Diffusion Model Architectures by Zineb Sordo, Eric Chagnon, Zixi Hu, Jeffrey J. Donatelli, Peter Andeer, Peter S. Nico, Trent Northen and Daniela Ushizima
12	A Review on the Detection of Plant Disease Using Machine Learning and Deep Learning Approaches by Thandiwe Nyawose, Rito Clifford Maswanganyi and Philani Khumalo
11	Machine Learning Algorithms of Remote Sensing Data Processing for Mapping Changes in Land Cover Types over Central Apennines, Italy by Polina Lemenkova
10	Deep Learning Techniques for Prostate Cancer Analysis and Detection: Survey of the State of the Art by Olushola Olawuyi and Serestina Viriri
10	A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis by Leonardo Scabini, Andre Sacilotti, Kallil M. Zielinski, Lucas C. Ribas, Bernard De Baets and Odemir M. Bruno
9	FakeMusicCaps: A Dataset for Detection and Attribution of Synthetic Music Generated via Text-to-Music Models by Luca Comanducci, Paolo Bestagini and Stefano Tubaro
8	AI-driven Automated Blood Cell Anomaly Detection: Enhancing Diagnostics and Telehealth in Hematology by Oussama El Othmani, Amine Mosbah, Aymen Yahyaoui, Amina Bouatay and Raouf Dhaouadi
7	A Lightweight Semantic Segmentation Model for Underwater Images Based on DeepLabv3+ by Chongjing Xiao, Zhiyu Zhou and Yanjun Hu
7	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
7	Interpretation of AI-Generated vs. Human-Made Images by Daniela Velásquez-Salamanca, Miguel Ángel Martín-Pascual and Celia Andreu-Sánchez

Citations	Article
4	Benchmarking Compact VLMs for Clip-Level Surveillance Anomaly Detection Under Weak Supervision by Kirill Borodin, Kirill Kondrashov, Nikita Vasiliev, Ksenia Gladkova, Inna Larina, Mikhail Gorodnichev and Grach Mkrtchian
3	Next-Generation Advances in Prostate Cancer Imaging and Artificial Intelligence Applications by Kathleen H. Miao, Julia H. Miao, Mark Finkelstein, Aritrick Chatterjee and Aytekin Oto
3	Camera-in-the-Loop Realization of Direct Search with Random Trajectory Method for Binary-Phase Computer-Generated Hologram Optimization by Evgenii Yu. Zlokazov, Rostislav S. Starikov, Pavel A. Cheremkhin and Timur Z. Minikhanov
2	Lightweight and Real-Time Driver Fatigue Detection Based on MG-YOLOv8 with Facial Multi-Feature Fusion by Chengming Chen, Xinyue Liu, Meng Zhou, Zhijian Li, Zhanqi Du and Yandan Lin
2	YOLO11s-UAV: An Advanced Algorithm for Small Object Detection in UAV Aerial Imagery by Qi Mi, Jianshu Chao, Anqi Chen, Kaiyuan Zhang and Jiahua Lai
2	DiagNeXt: A Two-Stage Attention-Guided ConvNeXt Framework for Kidney Pathology Segmentation and Classification by Hilal Tekin, Şafak Kılıç and Yahya Doğan
2	Image Matching for UAV Geolocation: Classical and Deep Learning Approaches by Fatih Baykal, Mehmet İrfan Gedik, Constantino Carlos Reyes-Aldasoro and Cefa Karabağ
2	Wafer Defect Detection Technology Based on CTM-IYOLOv10 Network by Pengcheng Ji, Zhenzhi He, Weiwei Yang, Jiawei Du, Guo Ye and Xiangning Lu
2	Structure-Aware Progressive Multi-Modal Fusion Network for RGB-T Crack Segmentation by Zhengrong Yuan, Xin Ding, Xinhong Xia, Yibin He, Hui Fang, Bo Yang and Wei Fu
1	ClearScope: A Fully Integrated Light-Sheet Theta Microscope for Sub-Micron-Resolution Imaging Without Lateral Size Constraints by Matthew G. Fay, Peter J. Lang, David S. Denu, Nathan J. O’Connor, Benjamin Haydock, Jeffrey Blaisdell, Nicolas Roussel, Alissa Wilson, Sage R. Aronson, Veronica Pessino, Paul J. Angstman, Cheng Gong, Tanvi Butola, Orrin Devinsky, Jayeeta Basu, Raju Tomer and Jacob R. Glaser

Citations	Article
585	Explainable Deep Learning Models in Medical Image Analysis by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
546	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
427	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
361	Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review by Alberto Signoroni, Mattia Savardi, Annalisa Baronio and Sergio Benini
265	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
257	Machine Vision Systems in Precision Agriculture for Crop Farming by Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore Pachidis and Vassilis G. Kaburlasos
236	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
229	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
210	Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art by Tirivangani Magadza and Serestina Viriri
205	An Overview of Watershed Algorithm Implementations in Open Source Libraries by Anton S. Kornilov and Ilia V. Safonov

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19896	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
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32452	Multi-Head Attention Refiner for Multi-View 3D Reconstruction by Kyunghee Lee, Ihjoon Cho, Boseung Yang and Unsang Park
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20026	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
15566	Hybrid Quality-Based Recommender Systems: A Systematic Literature Review by Bihi Sabiri, Amal Khtira, Bouchra El Asri and Maryem Rhanoui
15251	Machine Learning for Human Activity Recognition: State-of-the-Art Techniques and Emerging Trends by Md Amran Hossen and Pg Emeroylariffion Abas
13720	Interpretation of AI-Generated vs. Human-Made Images by Daniela Velásquez-Salamanca, Miguel Ángel Martín-Pascual and Celia Andreu-Sánchez
13366	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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13720	Interpretation of AI-Generated vs. Human-Made Images by Daniela Velásquez-Salamanca, Miguel Ángel Martín-Pascual and Celia Andreu-Sánchez
11984	Synthetic Scientific Image Generation with VAE, GAN, and Diffusion Model Architectures by Zineb Sordo, Eric Chagnon, Zixi Hu, Jeffrey J. Donatelli, Peter Andeer, Peter S. Nico, Trent Northen and Daniela Ushizima
11266	A Review on the Detection of Plant Disease Using Machine Learning and Deep Learning Approaches by Thandiwe Nyawose, Rito Clifford Maswanganyi and Philani Khumalo
8820	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
8411	Inferring Body Measurements from 2D Images: A Comprehensive Review by Hezha Mohammedkhan, Hein Fleuren, Çíçek Güven and Eric Postma
5463	Colorectal Polyp Segmentation Based on Deep Learning Methods: A Systematic Review by Xin Liu, Nor Ashidi Mat Isa, Chao Chen and Fajin Lv
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5252	AI-driven Automated Blood Cell Anomaly Detection: Enhancing Diagnostics and Telehealth in Hematology by Oussama El Othmani, Amine Mosbah, Aymen Yahyaoui, Amina Bouatay and Raouf Dhaouadi
5204	Deep Learning Techniques for Prostate Cancer Analysis and Detection: Survey of the State of the Art by Olushola Olawuyi and Serestina Viriri
5153	LIM: Lightweight Image Local Feature Matching by Shanquan Ying, Jianfeng Zhao, Guannan Li and Junjie Dai

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3133	Next-Generation Advances in Prostate Cancer Imaging and Artificial Intelligence Applications by Kathleen H. Miao, Julia H. Miao, Mark Finkelstein, Aritrick Chatterjee and Aytekin Oto
2393	Human Detection in UAV Thermal Imagery: Dataset Extension and Comparative Evaluation on Embedded Platforms by Andrei-Alexandru Ulmămei, Taddeo D’Adamo, Costin-Emanuel Vasile and Radu Hobincu
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1978	Lightweight and Real-Time Driver Fatigue Detection Based on MG-YOLOv8 with Facial Multi-Feature Fusion by Chengming Chen, Xinyue Liu, Meng Zhou, Zhijian Li, Zhanqi Du and Yandan Lin
1919	YOLO11s-UAV: An Advanced Algorithm for Small Object Detection in UAV Aerial Imagery by Qi Mi, Jianshu Chao, Anqi Chen, Kaiyuan Zhang and Jiahua Lai
1820	HitoMi-Cam: A Shape-Agnostic Person Detection Method Using the Spectral Characteristics of Clothing by Shuji Ono
1682	Video-Based 3D Reconstruction: A Review of Photogrammetry and Visual SLAM Approaches by Ali Javadi Moghadam, Abbas Kiani, Reza Naeimaei, Shirin Malihi and Ioannis Brilakis
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2940	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
2714	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
2702	A Systematic Review on Deep Learning with CNNs Applied to Surface Defect Detection by Esteban Cumbajin, Nuno Rodrigues, Paulo Costa, Rolando Miragaia, Luís Frazão, Nuno Costa, Antonio Fernández-Caballero, Jorge Carneiro, Leire H. Buruberri and António Pereira
2627	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel

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3004	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
2627	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
2601	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
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1973	RailTrack-DaViT: A Vision Transformer-Based Approach for Automated Railway Track Defect Detection by Aniwat Phaphuangwittayakul, Napat Harnpornchai, Fangli Ying and Jinming Zhang
1862	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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1250	Interpretation of AI-Generated vs. Human-Made Images by Daniela Velásquez-Salamanca, Miguel Ángel Martín-Pascual and Celia Andreu-Sánchez
1206	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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539	Next-Generation Advances in Prostate Cancer Imaging and Artificial Intelligence Applications by Kathleen H. Miao, Julia H. Miao, Mark Finkelstein, Aritrick Chatterjee and Aytekin Oto
435	Evaluating Feature-Based Homography Pipelines for Dual-Camera Registration in Acupoint Annotation by Thathsara Nanayakkara, Hadi Sedigh Malekroodi, Jaeuk Sul, Chang-Su Na, Myunggi Yi and Byeong-il Lee
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357	Research on Augmentation of Wood Microscopic Image Dataset Based on Generative Adversarial Networks by Shuo Xu, Hang Su and Lei Zhao
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324	Image Matching for UAV Geolocation: Classical and Deep Learning Approaches by Fatih Baykal, Mehmet İrfan Gedik, Constantino Carlos Reyes-Aldasoro and Cefa Karabağ

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