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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3
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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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8
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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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3
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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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3
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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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2
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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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5
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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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7
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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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2
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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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1
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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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1
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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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1
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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