Computer Science


  Listando 16 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
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Article CoLe-CNN plus : Context learning-Convolutional neural network for COVID-19-Ground-Glass-Opacities detection and segmentation Pezzano, Giuseppe; Diaz, Oliver; Ripoll, Vicent Ribas; Radeva, Petia COMPUTERS IN BIOLOGY AND MEDICINE 0010-4825 (2021) DOI / 10.1016/j.compbiomed.2021.104689 Bronze, Green published
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Article A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound Lekadir, Karim; Galimzianova, Alfiia; Betriu, Angels; del Mar Vila, Maria; Igual, Laura; Rubin, Daniel L.; Fernandez, Elvira; Radeva, Petia; Napel, Sandy IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2168-2194 (2017) DOI / 10.1109/jbhi.2016.2631401 Green accepted
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Article Towards social pattern characterization in egocentric photo-streams Aghaei, Maedeh; Dimiccoli, Mariella; Ferrer, Cristian Canton; Radeva, Petia COMPUTER VISION AND IMAGE UNDERSTANDING 1077-3142 (2018) DOI / 10.1016/j.cviu.2018.05.001 Green accepted, Green submitted
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Article Toward Storytelling From Visual Lifelogging: An Overview Bolanos, Marc; Dimiccoli, Mariella; Radeva, Petia IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS 2168-2291 (2017) DOI / 10.1109/thms.2016.2616296 Green submitted
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Article Does our social life influence our nutritional behaviour? Understanding nutritional habits from egocentric photo-streams Glavan, Andreea; Matei, Alina; Radeva, Petia; Talavera, Estefania EXPERT SYSTEMS WITH APPLICATIONS 0957-4174 (2021) DOI / 10.1016/j.eswa.2020.114506
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Article Grab, Pay, and Eat: Semantic Food Detection for Smart Restaurants Aguilar, Eduardo; Remeseiro, Bealriz; Bolanos, Marc; Radeva, Petia IEEE TRANSACTIONS ON MULTIMEDIA 1520-9210 (2018) DOI / 10.1109/tmm.2018.2831627 Green accepted
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Article Topic modelling for routine discovery from egocentric photo-streams Talavera, Estefania; Wuerich, Carolin; Petkov, Nicolai; Radeva, Petia PATTERN RECOGNITION 0031-3203 (2020) DOI / 10.1016/j.patcog.2020.107330 Green published, Gold other
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Article Towards Eating Habits Discovery in Egocentric Photo-Streams Matei, Alina; Glavan, Andreea; Radeva, Petia; Talavera, Estefania IEEE ACCESS 2169-3536 (2021) DOI / 10.1109/access.2021.3053175 Green published, Gold, Green submitted
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Article Batch-based activity recognition from egocentric photo-streams revisited Cartas, Alejandro; Marin, Juan; Radeva, Petia; Dimiccoli, Mariella PATTERN ANALYSIS AND APPLICATIONS 1433-7541 (2018) DOI / 10.1007/s10044-018-0708-1 Green submitted
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Article SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation Dimiccoli, Mariella; Bolanos, Marc; Talavera, Estefania; Aghaei, Maedeh; Nikolov, Stavri G.; Radeva, Petia COMPUTER VISION AND IMAGE UNDERSTANDING 1077-3142 (2017) DOI / 10.1016/j.cviu.2016.10.005
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Article SLSNet: Skin lesion segmentation using a lightweight generative adversarial network Sarker, Md Mostafa Kamal; Rashwan, Hatem A.; Akram, Farhan; Singh, Vivek Kumar; Banu, Syeda Furruka; Chowdhury, Forhad U. H.; Choudhury, Kabir Ahmed; Chambon, Sylvie; Radeva, Petia; Puig, Domenec; Abdel-Nasser, Mohamed EXPERT SYSTEMS WITH APPLICATIONS 0957-4174 (2021) DOI / 10.1016/j.eswa.2021.115433 Hybrid, Green published, Green submitted
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Article Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism Sarker, Md Mostafa Kamal; Rashwan, Hatem A.; Akram, Farhan; Talavera, Estefania; Banu, Syeda Furruka; Radeva, Petia; Puig, Domenec IEEE ACCESS 2169-3536 (2019) DOI / 10.1109/access.2019.2902225 Gold, Green submitted
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Article Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams Martinez, Estefania Talavera; Leyva-Vallina, Maria; Sarker, Md. Mostafa Kamal; Puig, Domenec; Petkov, Nicolai; Radeva, Petia IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2168-2194 (2020) DOI / 10.1109/jbhi.2019.2922390
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Editorial Material Introduction to the special issue: Egocentric Vision and Lifelogging Dimiccoli, Mariella; Gurrin, Cathal; Crandall, David; Giro-i-Nieto, Xavier; Radeva, Petia JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 1047-3203 (2018) DOI / 10.1016/j.jvcir.2018.06.010 Green accepted
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Article Wall-based measurement features provides an improved IVUS coronary artery risk assessment when fused with plaque texture-based features during machine learning paradigm Banchhor, Sumit K.; Londhe, Narendra D.; Araki, Tadashi; Saba, Luca; Radeva, Petia; Laird, John R.; Suri, Jasjit S. COMPUTERS IN BIOLOGY AND MEDICINE 0010-4825 (2017) DOI / 10.1016/j.compbiomed.2017.10.019
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Review Calcium detection, its quantification, and grayscale morphology-based risk stratification using machine learning in multimodality big data coronary and carotid scans: A review Banchhor, Sumit K.; Londhe, Narendra D.; Araki, Tadashi; Saba, Luca; Radeva, Petia; Khanna, Narendra N.; Suri, Jasjit S. COMPUTERS IN BIOLOGY AND MEDICINE 0010-4825 (2018) DOI / 10.1016/j.compbiomed.2018.08.017

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