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Citations	Article
96	A Survey of Brain Tumor Segmentation and Classification Algorithms by Erena Siyoum Biratu, Friedhelm Schwenker, Yehualashet Megersa Ayano and Taye Girma Debelee
65	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
60	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
59	Microwave Imaging for Early Breast Cancer Detection: Current State, Challenges, and Future Directions by Nour AlSawaftah, Salma El-Abed, Salam Dhou and Amer Zakaria
54	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
51	Comparison of Different Image Data Augmentation Approaches by Loris Nanni, Michelangelo Paci, Sheryl Brahnam and Alessandra Lumini
51	Image Augmentation Techniques for Mammogram Analysis by Parita Oza, Paawan Sharma, Samir Patel, Festus Adedoyin and Alessandro Bruno
50	Roadmap on Recent Progress in FINCH Technology by Joseph Rosen, Simon Alford, Vijayakumar Anand, Jonathan Art, Petr Bouchal, Zdeněk Bouchal, Munkh-Uchral Erdenebat, Lingling Huang, Ayumi Ishii, Saulius Juodkazis, Nam Kim, Peter Kner, Takako Koujin, Yuichi Kozawa, Dong Liang, Jun Liu, Christopher Mann, Abhijit Marar, Atsushi Matsuda, Teruyoshi Nobukawa, Takanori Nomura, Ryutaro Oi, Mariana Potcoava, Tatsuki Tahara, Bang Le Thanh and Hongqiang Zhou Show full author list Hide full author list
48	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
45	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

Citations	Article
65	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
60	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
48	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
34	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
31	A Review of Synthetic Image Data and Its Use in Computer Vision by Keith Man and Javaan Chahl
27	Visualization and Cybersecurity in the Metaverse: A Survey by Yang-Wai Chow, Willy Susilo, Yannan Li, Nan Li and Chau Nguyen
26	Deepfakes Generation and Detection: A Short Survey by Zahid Akhtar
23	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
23	The Face Deepfake Detection Challenge by Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis and Sebastiano Battiato
21	Age Assessment through Root Lengths of Mandibular Second and Third Permanent Molars Using Machine Learning and Artificial Neural Networks by Vathsala Patil, Janhavi Saxena, Ravindranath Vineetha, Rahul Paul, Dasharathraj K. Shetty, Sonali Sharma, Komal Smriti, Deepak Kumar Singhal and Nithesh Naik

Citations	Article
20	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
14	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
10	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
8	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
7	18F-FDG PET/MRI and 18F-FDG PET/CT for the Management of Gynecological Malignancies: A Comprehensive Review of the Literature by Leila Allahqoli, Sevil Hakimi, Antonio Simone Laganà, Zohre Momenimovahed, Afrooz Mazidimoradi, Azam Rahmani, Arezoo Fallahi, Hamid Salehiniya, Mohammad Matin Ghiasvand and Ibrahim Alkatout
7	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
6	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
6	Unravelling the Mystery inside Cells by Using Single-Molecule Fluorescence Imaging by Julian Zalejski, Jiachen Sun and Ashutosh Sharma
5	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
5	Make It Less Complex: Autoencoder for Speckle Noise Removal—Application to Breast and Lung Ultrasound by Duarte Oliveira-Saraiva, João Mendes, João Leote, Filipe André Gonzalez, Nuno Garcia, Hugo Alexandre Ferreira and Nuno Matela

Citations	Article
4	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
3	A Review on PolSAR Decompositions for Feature Extraction by Konstantinos Karachristos, Georgia Koukiou and Vassilis Anastassopoulos
3	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
2	An Efficient CNN-Based Method for Intracranial Hemorrhage Segmentation from Computerized Tomography Imaging by Quoc Tuan Hoang, Xuan Hien Pham, Xuan Thang Trinh, Anh Vu Le, Minh V. Bui and Trung Thanh Bui
2	Zero-Shot Sketch-Based Image Retrieval Using StyleGen and Stacked Siamese Neural Networks by Venkata Rama Muni Kumar Gopu and Madhavi Dunna
2	Scanning Micro X-ray Fluorescence and Multispectral Imaging Fusion: A Case Study on Postage Stamps by Theofanis Gerodimos, Ioanna Vasiliki Patakiouta, Vassilis M. Papadakis, Dimitrios Exarchos, Anastasios Asvestas, Georgios Kenanakis, Theodore E. Matikas and Dimitrios F. Anagnostopoulos
1	Artificial Intelligence, Intrapartum Ultrasound and Dystocic Delivery: AIDA (Artificial Intelligence Dystocia Algorithm), a Promising Helping Decision Support System by Antonio Malvasi, Lorenzo E. Malgieri, Ettore Cicinelli, Antonella Vimercati, Antonio D’Amato, Miriam Dellino, Giuseppe Trojano, Tommaso Difonzo, Renata Beck and Andrea Tinelli
1	Precision Agriculture: Computer Vision-Enabled Sugarcane Plant Counting in the Tillering Phase by Muhammad Talha Ubaid and Sameena Javaid
1	Elevating Chest X-ray Image Super-Resolution with Residual Network Enhancement by Anudari Khishigdelger, Ahmed Salem and Hyun-Soo Kang
1	A Multi-Modal Foundation Model to Assist People with Blindness and Low Vision in Environmental Interaction by Yu Hao, Fan Yang, Hao Huang, Shuaihang Yuan, Sundeep Rangan, John-Ross Rizzo, Yao Wang and Yi Fang

Citations	Article
369	Explainable Deep Learning Models in Medical Image Analysis by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
350	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
330	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
236	Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review by Alberto Signoroni, Mattia Savardi, Annalisa Baronio and Sergio Benini
180	Machine Vision Systems in Precision Agriculture for Crop Farming by Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore Pachidis and Vassilis G. Kaburlasos
169	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
154	An Overview of Watershed Algorithm Implementations in Open Source Libraries by Anton S. Kornilov and Ilia V. Safonov
149	Object Recognition in Aerial Images Using Convolutional Neural Networks by Matija Radovic, Offei Adarkwa and Qiaosong Wang
146	Deep Learning for Breast Cancer Diagnosis from Mammograms—A Comparative Study by Lazaros Tsochatzidis, Lena Costaridou and Ioannis Pratikakis
136	Evaluating the Performance of Structure from Motion Pipelines by Simone Bianco, Gianluigi Ciocca and Davide Marelli

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14312	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
14191	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
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12136	A Survey of Brain Tumor Segmentation and Classification Algorithms by Erena Siyoum Biratu, Friedhelm Schwenker, Yehualashet Megersa Ayano and Taye Girma Debelee
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28147	Deepfakes Generation and Detection: A Short Survey by Zahid Akhtar
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14312	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
14191	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
13535	Retinal Disease Detection Using Deep Learning Techniques: A Comprehensive Review by Stewart Muchuchuti and Serestina Viriri
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11465	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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10321	The Face Deepfake Detection Challenge by Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis and Sebastiano Battiato

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12711	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
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6239	A Systematic Review of Recent Deep Learning Approaches for 3D Human Pose Estimation by Amal El Kaid and Karim Baïna
5939	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
5012	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
4126	Detecting Deceptive Dark-Pattern Web Advertisements for Blind Screen-Reader Users by Satwik Ram Kodandaram, Mohan Sunkara, Sampath Jayarathna and Vikas Ashok
4125	Impact of ISP Tuning on Object Detection by Dara Molloy, Brian Deegan, Darragh Mullins, Enda Ward, Jonathan Horgan, Ciaran Eising, Patrick Denny, Edward Jones and Martin Glavin
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3845	Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM by Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou and Panagiotis Pintelas
3599	Aortic Valve Calcium Score by Computed Tomography as an Adjunct to Echocardiographic Assessment—A Review of Clinical Utility and Applications by Isabel G. Scalia, Juan M. Farina, Ratnasari Padang, Clinton E. Jokerst, Milagros Pereyra, Ahmed K. Mahmoud, Tasneem Z. Naqvi, Chieh-Ju Chao, Jae K. Oh, Reza Arsanjani and Chadi Ayoub

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2996	Single-Image-Based 3D Reconstruction of Endoscopic Images by Bilal Ahmad, Pål Anders Floor, Ivar Farup and Casper Find Andersen
2403	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
2314	Separation and Analysis of Connected, Micrometer-Sized, High-Frequency Damage on Glass Plates due to Laser-Accelerated Material Fragments in Vacuum by Sabrina Pietzsch, Sebastian Wollny and Paul Grimm
2312	Neural Radiance Field-Inspired Depth Map Refinement for Accurate Multi-View Stereo by Shintaro Ito, Kanta Miura, Koichi Ito and Takafumi Aoki
2192	Historical Text Line Segmentation Using Deep Learning Algorithms: Mask-RCNN against U-Net Networks by Florian Côme Fizaine, Patrick Bard, Michel Paindavoine, Cécile Robin, Edouard Bouyé, Raphaël Lefèvre and Annie Vinter
2170	Scanning Micro X-ray Fluorescence and Multispectral Imaging Fusion: A Case Study on Postage Stamps by Theofanis Gerodimos, Ioanna Vasiliki Patakiouta, Vassilis M. Papadakis, Dimitrios Exarchos, Anastasios Asvestas, Georgios Kenanakis, Theodore E. Matikas and Dimitrios F. Anagnostopoulos
2109	Artificial Intelligence, Intrapartum Ultrasound and Dystocic Delivery: AIDA (Artificial Intelligence Dystocia Algorithm), a Promising Helping Decision Support System by Antonio Malvasi, Lorenzo E. Malgieri, Ettore Cicinelli, Antonella Vimercati, Antonio D’Amato, Miriam Dellino, Giuseppe Trojano, Tommaso Difonzo, Renata Beck and Andrea Tinelli
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1935	Elevating Chest X-ray Image Super-Resolution with Residual Network Enhancement by Anudari Khishigdelger, Ahmed Salem and Hyun-Soo Kang

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5658	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
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4086	The Face Deepfake Detection Challenge by Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis and Sebastiano Battiato
3889	Deepfakes Generation and Detection: A Short Survey by Zahid Akhtar
3759	A Survey of Brain Tumor Segmentation and Classification Algorithms by Erena Siyoum Biratu, Friedhelm Schwenker, Yehualashet Megersa Ayano and Taye Girma Debelee
3413	Multi-Camera Multi-Person Tracking and Re-Identification in an Operating Room by Haowen Hu, Ryo Hachiuma, Hideo Saito, Yoshifumi Takatsume and Hiroki Kajita
3198	Three-Dimensional Reconstruction from a Single RGB Image Using Deep Learning: A Review by Muhammad Saif Ullah Khan, Alain Pagani, Marcus Liwicki, Didier Stricker and Muhammad Zeshan Afzal
3172	Microwave Imaging for Early Breast Cancer Detection: Current State, Challenges, and Future Directions by Nour AlSawaftah, Salma El-Abed, Salam Dhou and Amer Zakaria
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2983	Drone Model Classification Using Convolutional Neural Network Trained on Synthetic Data by Mariusz Wisniewski, Zeeshan A. Rana and Ivan Petrunin

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4222	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
4086	The Face Deepfake Detection Challenge by Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis and Sebastiano Battiato
3889	Deepfakes Generation and Detection: A Short Survey by Zahid Akhtar
3170	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
2907	A Review of Synthetic Image Data and Its Use in Computer Vision by Keith Man and Javaan Chahl
2820	CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents by Jochen Büttner, Julius Martinetz, Hassan El-Hajj and Matteo Valleriani
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2072	Line Clipping in 2D: Overview, Techniques and Algorithms by Dimitrios Matthes and Vasileios Drakopoulos

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1720	AI vs. AI: Can AI Detect AI-Generated Images? by Samah S. Baraheem and Tam V. Nguyen
1570	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
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881	Automated Landmark Annotation for Morphometric Analysis of Distal Femur and Proximal Tibia by Jonas Grammens, Annemieke Van Haver, Imelda Lumban-Gaol, Femke Danckaers, Peter Verdonk and Jan Sijbers
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463	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

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32924	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
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10617	Review of Active IR Thermography for Detection and Characterization of Defects in Reinforced Concrete by Bojan Milovanović and Ivana Banjad Pečur
9946	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
9914	ECRU: An Encoder-Decoder Based Convolution Neural Network (CNN) for Road-Scene Understanding by Robail Yasrab

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