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Citations	Article
179	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
170	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
143	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
78	A Review of Synthetic Image Data and Its Use in Computer Vision by Keith Man and Javaan Chahl
68	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
65	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
59	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
54	Applications of LiDAR in Agriculture and Future Research Directions by Sourabhi Debnath, Manoranjan Paul and Tanmoy Debnath

Citations	Article
35	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
34	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
33	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
28	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
25	Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 by Lianghao Tan, Shubing Liu, Jing Gao, Xiaoyi Liu, Linyue Chu and Huangqi Jiang
24	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
23	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	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
20	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

Citations	Article
25	Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 by Lianghao Tan, Shubing Liu, Jing Gao, Xiaoyi Liu, Linyue Chu and Huangqi Jiang
20	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
14	Current Status and Challenges and Future Trends of Deep Learning-Based Intrusion Detection Models by Yuqiang Wu, Bailin Zou and Yifei Cao
13	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
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
8	Mapping the Knowledge Structure of Image Recognition in Cultural Heritage: A Scientometric Analysis Using CiteSpace, VOSviewer, and Bibliometrix by Fei Ju
8	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
7	Texture Analysis in Volumetric Imaging for Dentomaxillofacial Radiology: Transforming Diagnostic Approaches and Future Directions by Elaine Dinardi Barioni, Sérgio Lúcio Pereira de Castro Lopes, Pedro Ribeiro Silvestre, Clarissa Lin Yasuda and Andre Luiz Ferreira Costa
7	An Enhanced Deep Learning Model for Effective Crop Pest and Disease Detection by Yongqi Yuan, Jinhua Sun and Qian Zhang

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	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
3	Machine Learning Algorithms of Remote Sensing Data Processing for Mapping Changes in Land Cover Types over Central Apennines, Italy by Polina Lemenkova
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	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
1	Unsupervised Class Generation to Expand Semantic Segmentation Datasets by Javier Montalvo, Álvaro García-Martín, Pablo Carballeira and Juan C. SanMiguel
1	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
1	CFANet: The Cross-Modal Fusion Attention Network for Indoor RGB-D Semantic Segmentation by Long-Fei Wu, Dan Wei and Chang-An Xu
1	Optimizing Remote Sensing Image Retrieval Through a Hybrid Methodology by Sujata Alegavi and Raghvendra Sedamkar
1	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

Citations	Article
500	Explainable Deep Learning Models in Medical Image Analysis by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
485	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
403	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
319	Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review by Alberto Signoroni, Mattia Savardi, Annalisa Baronio and Sergio Benini
235	Machine Vision Systems in Precision Agriculture for Crop Farming by Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore Pachidis and Vassilis G. Kaburlasos
213	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
183	An Overview of Watershed Algorithm Implementations in Open Source Libraries by Anton S. Kornilov and Ilia V. Safonov
182	Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art by Tirivangani Magadza and Serestina Viriri
179	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
170	Deep Learning for Breast Cancer Diagnosis from Mammograms—A Comparative Study by Lazaros Tsochatzidis, Lena Costaridou and Ioannis Pratikakis

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23551	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
23217	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
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20122	AI vs. AI: Can AI Detect AI-Generated Images? by Samah S. Baraheem and Tam V. Nguyen
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17408	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
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14854	A Systematic Review of Recent Deep Learning Approaches for 3D Human Pose Estimation by Amal El Kaid and Karim Baïna
14515	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
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12407	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
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9468	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

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17311	Multi-Head Attention Refiner for Multi-View 3D Reconstruction by Kyunghee Lee, Ihjoon Cho, Boseung Yang and Unsang Park
14044	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
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9135	Hybrid Quality-Based Recommender Systems: A Systematic Literature Review by Bihi Sabiri, Amal Khtira, Bouchra El Asri and Maryem Rhanoui
8044	The Neural Frontier of Future Medical Imaging: A Review of Deep Learning for Brain Tumor Detection by Tarek Berghout
8032	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
7613	Machine Learning for Human Activity Recognition: State-of-the-Art Techniques and Emerging Trends by Md Amran Hossen and Pg Emeroylariffion Abas
7318	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
6733	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
6404	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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3749	Inferring Body Measurements from 2D Images: A Comprehensive Review by Hezha Mohammedkhan, Hein Fleuren, Çíçek Güven and Eric Postma
3687	Interpretation of AI-Generated vs. Human-Made Images by Daniela Velásquez-Salamanca, Miguel Ángel Martín-Pascual and Celia Andreu-Sánchez
3346	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
3243	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
3045	AI-Powered Object Detection in Radiology: Current Models, Challenges, and Future Direction by Abdussalam Elhanashi, Sergio Saponara, Qinghe Zheng, Nawal Almutairi, Yashbir Singh, Shiba Kuanar, Farzana Ali, Orhan Unal and Shahriar Faghani
2790	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
2763	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
2628	Unveiling the Ultimate Meme Recipe: Image Embeddings for Identifying Top Meme Templates from r/Memes by Jan Sawicki
2611	AI-Driven Automated Blood Cell Anomaly Detection: Enhancing Diagnostics and Telehealth in Hematology by Sami Naouali and Oussama El Othmani

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30970	Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review by Alberto Signoroni, Mattia Savardi, Annalisa Baronio and Sergio Benini
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6172	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
5630	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
5080	Deepfakes Generation and Detection: A Short Survey by Zahid Akhtar
4142	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
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3674	Retinal Disease Detection Using Deep Learning Techniques: A Comprehensive Review by Stewart Muchuchuti and Serestina Viriri
3653	AI vs. AI: Can AI Detect AI-Generated Images? by Samah S. Baraheem and Tam V. Nguyen
3121	CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents by Jochen Büttner, Julius Martinetz, Hassan El-Hajj and Matteo Valleriani
2993	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
2987	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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2581	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
2178	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
2093	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
1881	A Systematic Review of Recent Deep Learning Approaches for 3D Human Pose Estimation by Amal El Kaid and Karim Baïna
1608	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
1590	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
1571	RailTrack-DaViT: A Vision Transformer-Based Approach for Automated Railway Track Defect Detection by Aniwat Phaphuangwittayakul, Napat Harnpornchai, Fangli Ying and Jinming Zhang
1492	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
1427	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
1389	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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1492	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
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1242	MuscleMap: An Open-Source, Community-Supported Consortium for Whole-Body Quantitative MRI of Muscle by Marnee J. McKay, Kenneth A. Weber II, Evert O. Wesselink, Zachary A. Smith, Rebecca Abbott, David B. Anderson, Claire E. Ashton-James, John Atyeo, Aaron J. Beach, Joshua Burns, Stephen Clarke, Natalie J. Collins, Michel W. Coppieters, Jon Cornwall, Rebecca J. Crawford, Enrico De Martino, Adam G. Dunn, Jillian P. Eyles, Henry J. Feng, Maryse Fortin, Melinda M. Franettovich Smith, Graham Galloway, Ziba Gandomkar, Sarah Glastras, Luke A. Henderson, Julie A. Hides, Claire E. Hiller, Sarah N. Hilmer, Mark A. Hoggarth, Brian Kim, Navneet Lal, Laura LaPorta, John S. Magnussen, Sarah Maloney, Lyn March, Andrea G. Nackley, Shaun P. O’Leary, Anneli Peolsson, Zuzana Perraton, Annelies L. Pool-Goudzwaard, Margaret Schnitzler, Amee L. Seitz, Adam I. Semciw, Philip W. Sheard, Andrew C. Smith, Suzanne J. Snodgrass, Justin Sullivan, Vienna Tran, Stephanie Valentin, David M. Walton, Laurelie R. Wishart and James M. Elliott Show full author list Hide full author list
1118	Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 by Lianghao Tan, Shubing Liu, Jing Gao, Xiaoyi Liu, Linyue Chu and Huangqi Jiang
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866	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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915	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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338	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
337	A Hybrid CNN Framework DLI-Net for Acne Detection with XAI by Shaila Sharmin, Fahmid Al Farid, Md. Jihad, Shakila Rahman, Jia Uddin, Rayhan Kabir Rafi, Radia Hossan and Hezerul Abdul Karim
335	YOLO-Tryppa: A Novel YOLO-Based Approach for Rapid and Accurate Detection of Small Trypanosoma Parasites by Davide Antonio Mura, Luca Zedda, Andrea Loddo and Cecilia Di Ruberto

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35176	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
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18769	An Overview of Watershed Algorithm Implementations in Open Source Libraries by Anton S. Kornilov and Ilia V. Safonov
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14591	Explainable Deep Learning Models in Medical Image Analysis by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
14159	Review of Active IR Thermography for Detection and Characterization of Defects in Reinforced Concrete by Bojan Milovanović and Ivana Banjad Pečur
12944	Object Recognition in Aerial Images Using Convolutional Neural Networks by Matija Radovic, Offei Adarkwa and Qiaosong Wang
12310	Evaluating the Performance of Structure from Motion Pipelines by Simone Bianco, Gianluigi Ciocca and Davide Marelli
11625	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
10829	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

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