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330,432 results

2. Web-based diagnostic platform for microorganism-induced deterioration on paper-based cultural relics with iterative training from human feedback

Author

Chenshu Liu, Songbin Ben, Chongwen Liu, Xianchao Li, Qingxia Meng, Yilin Hao, Qian Jiao, and Pinyi Yang

Subjects
Paper-based cultural relics, Conservation, Computer vision, Deep learning, Strain classification, Web application, Fine Arts, Analytical chemistry, QD71-142
Abstract

Abstract Purpose Paper-based artifacts hold significant cultural and social values. However, paper is intrinsically fragile to microorganisms, such as mold, due to its cellulose composition, which can serve as a microorganisms’ nutrient source. Mold not only can damage papers’ structural integrity and pose significant challenges to conservation works but also may subject individuals attending the contaminated artifacts to health risks. Current approaches for strain identification usually require extensive training, prolonged time for analysis, expensive operation costs, and higher risks of secondary damage due to sampling. Thus, in current conservation practices with mold-contaminated artifacts, little pre-screening or strain identification was performed before mold removal, and the cleaning techniques are usually broad-spectrum rather than strain-specific. With deep learning showing promising applications across various domains, this study investigated the feasibility of using a convolutional neural network (CNN) for fast in-situ recognition and classification of mold on paper. Methods Molds were first non-invasively sampled from ancient Xuan Paper-based Chinese books from the Qing and Ming dynasties. Strains were identified using molecular biology methods and the four most prevalent strains were inoculated on Xuan paper to create mockups for image collection. Microscopic images of the molds as well as their stains situated on paper were collected using a compound microscope and commercial microscope lens for cell phone cameras, which were then used for training CNN models with a transfer learning scheme to perform the classification of mold. To enable involvement and contribution from the research community, a web interface that actuates the process while providing interactive features for users to learn about the information of the classified strain was constructed. Moreover, a feedback functionality in the web interface was embedded for catching potential classification errors, adding additional training images, or introducing new strains, all to refine the generalizability and robustness of the model. Results & Conclusion In the study, we have constructed a suite of high-confidence classification CNN models for the diagnostic process for mold contamination in conservation. At the same time, a web interface was constructed that allows recurrently refining the model with human feedback through engaging the research community. Overall, the proposed framework opens new avenues for effective and timely identification of mold, thus enabling proactive and targeted mold remediation strategies in conservation.

Published
2024
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5. Computer vision digitization of smartphone images of anesthesia paper health records from low-middle income countries

Author

Ryan D. Folks, Bhiken I. Naik, Donald E. Brown, and Marcel E. Durieux

Subjects
Computer vision, Computer extraction of time series, Document analysis, Computer applications to medicine. Medical informatics, R858-859.7, Biology (General), QH301-705.5
Abstract

Abstract Background In low-middle income countries, healthcare providers primarily use paper health records for capturing data. Paper health records are utilized predominately due to the prohibitive cost of acquisition and maintenance of automated data capture devices and electronic medical records. Data recorded on paper health records is not easily accessible in a digital format to healthcare providers. The lack of real time accessible digital data limits healthcare providers, researchers, and quality improvement champions to leverage data to improve patient outcomes. In this project, we demonstrate the novel use of computer vision software to digitize handwritten intraoperative data elements from smartphone photographs of paper anesthesia charts from the University Teaching Hospital of Kigali. We specifically report our approach to digitize checkbox data, symbol-denoted systolic and diastolic blood pressure, and physiological data. Methods We implemented approaches for removing perspective distortions from smartphone photographs, removing shadows, and improving image readability through morphological operations. YOLOv8 models were used to deconstruct the anesthesia paper chart into specific data sections. Handwritten blood pressure symbols and physiological data were identified, and values were assigned using deep neural networks. Our work builds upon the contributions of previous research by improving upon their methods, updating the deep learning models to newer architectures, as well as consolidating them into a single piece of software. Results The model for extracting the sections of the anesthesia paper chart achieved an average box precision of 0.99, an average box recall of 0.99, and an mAP0.5-95 of 0.97. Our software digitizes checkbox data with greater than 99% accuracy and digitizes blood pressure data with a mean average error of 1.0 and 1.36 mmHg for systolic and diastolic blood pressure respectively. Overall accuracy for physiological data which includes oxygen saturation, inspired oxygen concentration and end tidal carbon dioxide concentration was 85.2%. Conclusions We demonstrate that under normal photography conditions we can digitize checkbox, blood pressure and physiological data to within human accuracy when provided legible handwriting. Our contributions provide improved access to digital data to healthcare practitioners in low-middle income countries.

Published
2024
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6. Multi-camera Enhanced Real-Time Content-Aware Vehicle Detection

Author

Mafaz, Mohamed, Karthiga, I., Sharon Priya, S., Rannenberg, Kai, Editor-in-Chief, Soares Barbosa, Luís, Editorial Board Member, Carette, Jacques, Editorial Board Member, Tatnall, Arthur, Editorial Board Member, Neuhold, Erich J., Editorial Board Member, Stiller, Burkhard, Editorial Board Member, Stettner, Lukasz, Editorial Board Member, Pries-Heje, Jan, Editorial Board Member, Kreps, David, Editorial Board Member, Rettberg, Achim, Editorial Board Member, Furnell, Steven, Editorial Board Member, Mercier-Laurent, Eunika, Editorial Board Member, Winckler, Marco, Editorial Board Member, Malaka, Rainer, Editorial Board Member, Owoc, Mieczyslaw Lech, editor, Varghese Sicily, Felix Enigo, editor, Rajaram, Kanchana, editor, and Balasundaram, Prabavathy, editor

Published
2024
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7. Machine Learning and Thermal Imaging in Precision Agriculture

Author

Mirzaev, Kostas-Gkouram, Kiourt, Chairi, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Bourbakis, Nikolaos, editor, Tsihrintzis, George A., editor, Virvou, Maria, editor, and Jain, Lakhmi C., editor

Published
2024
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8. FResFormer: Leukemia Detection Using Fusion-Enabled CNN and Attention

Author

Perumal, Murukessan, Goutham, E., Shivani Sri Varshini, U., Srinivas, M., Subramanyam, R. B. V., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Kaur, Harkeerat, editor, Jakhetiya, Vinit, editor, Goyal, Puneet, editor, Khanna, Pritee, editor, Raman, Balasubramanian, editor, and Kumar, Sanjeev, editor

Published
2024
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9. Deep Learning Envisioned Accident Detection System

Author

Alam, Intekhab, Verma, Ayush, Khari, Manju, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Santosh, KC, editor, Makkar, Aaisha, editor, Conway, Myra, editor, Singh, Ashutosh K., editor, Vacavant, Antoine, editor, Abou el Kalam, Anas, editor, Bouguelia, Mohamed-Rafik, editor, and Hegadi, Ravindra, editor

Published
2024
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11. Absolute-ROMP: Recovering Multi-person 3D Poses and Shapes with Absolute Scales from a Single RGB Image

Author

AbdulRahman, Bilal, Zhu, Zhigang, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, de Sousa, A. Augusto, editor, Bashford-Rogers, Thomas, editor, Paljic, Alexis, editor, Ziat, Mounia, editor, Hurter, Christophe, editor, Purchase, Helen, editor, Radeva, Petia, editor, Farinella, Giovanni Maria, editor, and Bouatouch, Kadi, editor

Published
2024
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13. A Systematic Review: How Computer Vision is Transforming Agriculture in Economic Growth

Author

Karanam, Santoshachandra Rao, Pradeep Kumar, A. B., Yandrapati, Prakash babu, Tangudu, Naresh, Peddada, Nagamani, Bollipelly, PruthviRaj Goud, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, K, Hemachandran, editor, Rodriguez, Raul Villamarin, editor, Rege, Manjeet, editor, Piuri, Vincenzo, editor, Xu, Guandong, editor, and Ong, Kok-Leong, editor

Published
2024
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14. Gesture Recognition on Video Data

Author

Gunkin, Georgy, Makarov, Ilya, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Ignatov, Dmitry I., editor, Khachay, Michael, editor, Kutuzov, Andrey, editor, Madoyan, Habet, editor, Makarov, Ilya, editor, Nikishina, Irina, editor, Panchenko, Alexander, editor, Panov, Maxim, editor, M. Pardalos, Panos, editor, Savchenko, Andrey V., editor, Tsymbalov, Evgenii, editor, Tutubalina, Elena, editor, and Zagoruyko, Sergey, editor

Published
2024
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15. Automated Cricket Commentary Generation for Videos

Author

Shashank Yadav, K., Lohith, V., Sachin, M. S., Patil, Madan V., Narayan, Surabhi, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Kaur, Harkeerat, editor, Jakhetiya, Vinit, editor, Goyal, Puneet, editor, Khanna, Pritee, editor, Raman, Balasubramanian, editor, and Kumar, Sanjeev, editor

Published
2024
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19. Investigation of an Integrated Synthetic Dataset Generation Workflow for Computer Vision Applications

Author

Rolf, Julian, Wolf, Mario, Gerhard, Detlef, Rannenberg, Kai, Editor-in-Chief, Soares Barbosa, Luís, Editorial Board Member, Carette, Jacques, Editorial Board Member, Tatnall, Arthur, Editorial Board Member, Neuhold, Erich J., Editorial Board Member, Stiller, Burkhard, Editorial Board Member, Stettner, Lukasz, Editorial Board Member, Pries-Heje, Jan, Editorial Board Member, Kreps, David, Editorial Board Member, Rettberg, Achim, Editorial Board Member, Furnell, Steven, Editorial Board Member, Mercier-Laurent, Eunika, Editorial Board Member, Winckler, Marco, Editorial Board Member, Malaka, Rainer, Editorial Board Member, Danjou, Christophe, editor, Harik, Ramy, editor, Nyffenegger, Felix, editor, Rivest, Louis, editor, and Bouras, Abdelaziz, editor

Published
2024
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20. Industrial Layout Mapping by Human-Centered Approach and Computer Vision

Author

da Silva Neto, Osmar Moreira, Rudek, Marcelo, Rannenberg, Kai, Editor-in-Chief, Soares Barbosa, Luís, Editorial Board Member, Carette, Jacques, Editorial Board Member, Tatnall, Arthur, Editorial Board Member, Neuhold, Erich J., Editorial Board Member, Stiller, Burkhard, Editorial Board Member, Stettner, Lukasz, Editorial Board Member, Pries-Heje, Jan, Editorial Board Member, Kreps, David, Editorial Board Member, Rettberg, Achim, Editorial Board Member, Furnell, Steven, Editorial Board Member, Mercier-Laurent, Eunika, Editorial Board Member, Winckler, Marco, Editorial Board Member, Malaka, Rainer, Editorial Board Member, Danjou, Christophe, editor, Harik, Ramy, editor, Nyffenegger, Felix, editor, Rivest, Louis, editor, and Bouras, Abdelaziz, editor

Published
2024
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23. A Guava Leaf Disease Identification Application

Author

James, Nikhil, Shriwastav, Kunal Kumar, Medhi, Shilpita, Medhi, Smriti Priya, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Das, Prodipto, editor, Begum, Shahin Ara, editor, and Buyya, Rajkumar, editor

Published
2024
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24. Precision Agriculture: Application of Segmentation Techniques to Monitor Lemon Tree Health

Author

Vargas-Rivera, Oscar Arnulfo, Domínguez-García, Rodolfo Omar, Lomelí-Huerta, José Roberto, Tostado-Martinez, Eréndira Álvarez, González-Dueñas, Miriam, Zatarain-Duran, Omar Alí, Aguilar-Molina, Yehoshua, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nagar, Atulya K., editor, Jat, Dharm Singh, editor, Mishra, Durgesh Kumar, editor, and Joshi, Amit, editor

Published
2024
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25. Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement

Author

Anzaku, Esla Timothy, Hong, Hyesoo, Park, Jin-Woo, Yang, Wonjun, Kim, Kangmin, Won, JongBum, Herath, Deshika Vinoshani Kumari, Van Messem, Arnout, De Neve, Wesley, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Choi, Bong Jun, editor, Singh, Dhananjay, editor, Tiwary, Uma Shanker, editor, and Chung, Wan-Young, editor

Published
2024
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27. Improving Person Re-identification Through Low-Light Image Enhancement

Author

Santana, Oliverio J., Lorenzo-Navarro, Javier, Freire-Obregón, David, Hernández-Sosa, Daniel, Castrillón-Santana, Modesto, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, De Marsico, Maria, editor, Di Baja, Gabriella Sanniti, editor, and Fred, Ana, editor

Published
2024
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28. Exploring Image Transformations with Diffusion Models: A Survey of Applications and Implementation Code

Author

Arellano, Silvia, Otero, Beatriz, Tous, Ruben, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nicosia, Giuseppe, editor, Ojha, Varun, editor, La Malfa, Emanuele, editor, La Malfa, Gabriele, editor, Pardalos, Panos M., editor, and Umeton, Renato, editor

Published
2024
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29. Assessing the 3D Position of a Car with a Single 2D Camera Using Siamese Networks

Author

Yahia, Youssef Bel Haj, Lopes, Júlio Castro, Bezerra, Eduardo, Rodrigues, Pedro João, Lopes, Rui Pedro, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Pereira, Ana I., editor, Mendes, Armando, editor, Fernandes, Florbela P., editor, Pacheco, Maria F., editor, Coelho, João P., editor, and Lima, José, editor

Published
2024
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30. Learnable Objective Image Function for Accelerated MRI Reconstruction

Author

Razumov, Artem, Dylov, Dmitry V., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Camara, Oscar, editor, Puyol-Antón, Esther, editor, Sermesant, Maxime, editor, Suinesiaputra, Avan, editor, Tao, Qian, editor, Wang, Chengyan, editor, and Young, Alistair, editor

Published
2024
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31. A Study on Automatic Detection, Length and Mass Estimation of Fishes in Aqua Farming Environment

Author

Biswas, Rajarshi, Khonsari, Rana, Mutz, Marcel, Werth, Dirk, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Santosh, KC, editor, Makkar, Aaisha, editor, Conway, Myra, editor, Singh, Ashutosh K., editor, Vacavant, Antoine, editor, Abou el Kalam, Anas, editor, Bouguelia, Mohamed-Rafik, editor, and Hegadi, Ravindra, editor

Published
2024
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32. Image Classification Using Federated Learning

Author

Byeon, Haewon, Ullah, Ajdar, Syed, Ziauddin, Siddiqui, Alighazi, Aftab, Aasif, Sarfaraz, Mohd, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Santosh, KC, editor, Makkar, Aaisha, editor, Conway, Myra, editor, Singh, Ashutosh K., editor, Vacavant, Antoine, editor, Abou el Kalam, Anas, editor, Bouguelia, Mohamed-Rafik, editor, and Hegadi, Ravindra, editor

Published
2024
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34. NSTU-BDTAKA: An open dataset for Bangladeshi paper currency detection and recognition

Author

Md. Jubayar Alam Rafi, Mohammad Rony, and Nazia Majadi

Subjects
Computer vision, Deep learning, Image analysis, Taka detection, Taka recognition, YOLOv5 model, Computer applications to medicine. Medical informatics, R858-859.7, Science (General), Q1-390
Abstract

One of the most popular and well-established forms of payment in use today is paper money. Handling paper money might be challenging for those with vision impairments. Assistive technology has been reinventing itself throughout time to better serve the elderly and disabled people. To detect paper currency and extract other useful information from them, image processing techniques and other advanced technologies, such as Artificial Intelligence, Deep Learning, etc., can be used. In this paper, we present a meticulously curated and comprehensive dataset named ‘NSTU-BDTAKA’ tailored for the simultaneous detection and recognition of a specific object of cultural significance - the Bangladeshi paper currency (in Bengali it is called ‘Taka’). This research aims to facilitate the development and evaluation of models for both taka detection and recognition tasks, offering a rich resource for researchers and practitioners alike. The dataset is divided into two distinct components: (i) taka detection, and (ii) taka recognition. The taka detection subset comprises 3,111 high-resolution images, each meticulously annotated with rectangular bounding boxes that encompass instances of the taka. These annotations serve as ground truth for training and validating object detection models, and we adopt the state-of-the-art YOLOv5 architecture for this purpose. In the taka recognition subset, the dataset has been extended to include a vast collection of 28,875 images, each showcasing various instances of the taka captured in diverse contexts and environments. The recognition dataset is designed to address the nuanced task of taka recognition providing researchers with a comprehensive set of images to train, validate, and test recognition models. This subset encompasses challenges such as variations in lighting, scale, orientation, and occlusion, further enhancing the robustness of developed recognition algorithms. The dataset NSTU-BDTAKA not only serves as a benchmark for taka detection and recognition but also fosters advancements in object detection and recognition methods that can be extrapolated to other cultural artifacts and objects. We envision that the dataset will catalyze research efforts in the field of computer vision, enabling the development of more accurate, robust, and efficient models for both detection and recognition tasks.

Published
2024
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35. Self-annotated Labelling and Training Data for Traffic Video Object Detection Using Machine Learning Techniques

Author

Rahul Chiranjeevi, V., Swamy, Maanesh M., Krishna Prasath, M. K., Kumar, P., Rannenberg, Kai, Editor-in-Chief, Soares Barbosa, Luís, Editorial Board Member, Carette, Jacques, Editorial Board Member, Tatnall, Arthur, Editorial Board Member, Neuhold, Erich J., Editorial Board Member, Stiller, Burkhard, Editorial Board Member, Stettner, Lukasz, Editorial Board Member, Pries-Heje, Jan, Editorial Board Member, Kreps, David, Editorial Board Member, Rettberg, Achim, Editorial Board Member, Furnell, Steven, Editorial Board Member, Mercier-Laurent, Eunika, Editorial Board Member, Winckler, Marco, Editorial Board Member, Malaka, Rainer, Editorial Board Member, Owoc, Mieczyslaw Lech, editor, Varghese Sicily, Felix Enigo, editor, Rajaram, Kanchana, editor, and Balasundaram, Prabavathy, editor

Published
2024
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36. Semantic-Aware GAN Manipulations for Human Face Editing

Author

Pavel, Khlusov, Makarov, Ilya, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Ignatov, Dmitry I., editor, Khachay, Michael, editor, Kutuzov, Andrey, editor, Madoyan, Habet, editor, Makarov, Ilya, editor, Nikishina, Irina, editor, Panchenko, Alexander, editor, Panov, Maxim, editor, M. Pardalos, Panos, editor, Savchenko, Andrey V., editor, Tsymbalov, Evgenii, editor, Tutubalina, Elena, editor, and Zagoruyko, Sergey, editor

Published
2024
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39. Feature Fusion and Multi-head Attention Based Hindi Captioner

Author

Meghwal, Virendra Kumar, Mittal, Namita, Singh, Girdhari, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Kaur, Harkeerat, editor, Jakhetiya, Vinit, editor, Goyal, Puneet, editor, Khanna, Pritee, editor, Raman, Balasubramanian, editor, and Kumar, Sanjeev, editor

Published
2024
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40. ConvMTL: Multi-task Learning via Self-supervised Learning for Simultaneous Dense Predictions

Author

Iyer, Vijayasri, Thangavel, Senthil Kumar, Nalluri, Madhusudana Rao, Chang, Maiga, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Kaur, Harkeerat, editor, Jakhetiya, Vinit, editor, Goyal, Puneet, editor, Khanna, Pritee, editor, Raman, Balasubramanian, editor, and Kumar, Sanjeev, editor

Published
2024
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41. Dish Detection in Indian Food Platters: A Computational Framework for Diet Management

Author

Goel, Mansi, Dargar, Shashank, Ghatak, Shounak, Verma, Nidhi, Chauhan, Pratik, Gupta, Anushka, Vishnumolakala, Nikhila, Amuru, Hareesh, Gambhir, Ekta, Chhajed, Ronak, Jain, Meenal, Jain, Astha, Garg, Samiksha, Bagler, Ganesh, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Kaur, Harkeerat, editor, Jakhetiya, Vinit, editor, Goyal, Puneet, editor, Khanna, Pritee, editor, Raman, Balasubramanian, editor, and Kumar, Sanjeev, editor

Published
2024
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43. Detecting the Use of Safety Helmets on Construction Sites

Author

Cordero, Jorge, Bermeo, Luisa, Barba-Guaman, Luis, Riofrio, Guido, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Botto-Tobar, Miguel, editor, Zambrano Vizuete, Marcelo, editor, Montes León, Sergio, editor, Torres-Carrión, Pablo, editor, and Durakovic, Benjamin, editor

Published
2024
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46. Hands in Harmony: Empowering Communication Through Translation

Author

Manikandan, C., Keerthana, B., Raju, N., Supriya, Sunkavalli, Bhavani, Pentyala, Sirisha, Grandhi, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Chakravarthi, Bharathi Raja, editor, B, Bharathi, editor, García Cumbreras, Miguel Ángel, editor, Jiménez Zafra, Salud María, editor, Subramanian, Malliga, editor, Shanmugavadivel, Kogilavani, editor, and Nakov, Preslav, editor

Published
2024
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47. Hyperparameters’ Optimization of Convolutional Neural Network Using Diversity-Guided Genetic Algorithms for Image Classification

Author

Somani, Zenith, Thangavelu, S., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Das, Swagatam, editor, Saha, Snehanshu, editor, Coello, Carlos A. Coello, editor, Rathore, Hemant, editor, and Bansal, Jagdish Chand, editor

Published
2024
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49. Multi-lingual Scene Text Detection Containing the Arabic Scripts Using an Optimal then Enhanced YOLO Model

Author

Turki, Houssem, Elleuch, Mohamed, Kherallah, Monji, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Mosbah, Mohamed, editor, Kechadi, Tahar, editor, Bellatreche, Ladjel, editor, Gargouri, Faiez, editor, Guegan, Chirine Ghedira, editor, Badir, Hassan, editor, Beheshti, Amin, editor, and Gammoudi, Mohamed Mohsen, editor

Published
2024
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50. MiVOLO: Multi-input Transformer for Age and Gender Estimation

Author

Kuprashevich, Maksim, Tolstykh, Irina, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Ignatov, Dmitry I., editor, Khachay, Michael, editor, Kutuzov, Andrey, editor, Madoyan, Habet, editor, Makarov, Ilya, editor, Nikishina, Irina, editor, Panchenko, Alexander, editor, Panov, Maxim, editor, Pardalos, Panos M., editor, Savchenko, Andrey V., editor, Tsymbalov, Evgenii, editor, Tutubalina, Elena, editor, and Zagoruyko, Sergey, editor

Published
2024
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