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Stefan Lonn; Petia Radeva; Mariella Dimiccoli A picture is worth a thousand words but how to organize thousands of pictures? 2018 Arxiv details   openurl
Md. Mostafa Kamal Sarker; Hatem A. Rashwan; Farhan Akram; Syeda Furruka Banu; Adel Saleh; Vivek Kumar Singh; Forhad U. H. Chowdhury; Saddam Abdulwahab; Santiago Romani; Petia Radeva; Domenec Puig SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks. 2018 21st International Conference on Medical Image Computing & Computer Assisted Intervention 2 21-29 details   pdf url
Alejandro Cartas; Estefania Talavera; Petia Radeva; Mariella Dimiccoli On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams 2018 Arxiv details   openurl
Alejandro Cartas; Juan Marin; Petia Radeva; Mariella Dimiccoli Batch-based activity recognition from egocentric photo-streams revisited 2018 Pattern Analysis and Applications 21 953–965 details   pdf url
Mariella Dimiccoli; Cathal Gurrin; David J. Crandall; Xavier Giro; Petia Radeva Introduction to the special issue: Egocentric Vision and Lifelogging 2018 Journal of Visual Communication and Image Representation 55 352-353 details   url
Sumit K. Banchhor; Narendra D. Londhe; Tadashi Araki; Luca Saba; Petia Radeva; Narendra N. Khanna; Jasjit S. Suri Calcium detection, its quantification, and grayscale morphology-based risk stratification using machine learning in multimodality big data coronary and carotid scans: A review. 2018 Computers in Biology and Medicine 101 184-198 details   url
Md. Mostafa Kamal Sarker; Hatem A. Rashwan; Farhan Akram; Vivek Kumar Singh; Syeda Furruka Banu; Forhad U H Chowdhury; Kabir Ahmed Choudhury; Sylvie Chambon; Petia Radeva; Domenec Puig; Mohamed Abdel-Nasser SLSNet: Skin lesion segmentation using a lightweight generative adversarial network 2021 Expert Systems With Applications 183 115433 details   pdf url
Simone Balocco; Francesco Ciompi; Juan Rigla; Xavier Carrillo; J. Mauri; Petia Radeva Assessment of intracoronary stent location and extension in intravascular ultrasound sequences 2019 Medical Physics 46 484-493 details   doi
Md. Mostafa Kamal Sarker; Mohammed Jabreel; Hatem A. Rashwan; Syeda Furruka Banu; Antonio Moreno; Petia Radeva; Domenec Puig CuisineNet: Food Attributes Classification using Multi-scale Convolution Network. 2018 Arxiv details   openurl
Eduardo Aguilar; Beatriz Remeseiro; Marc Bolaños; Petia Radeva Grab, Pay, and Eat: Semantic Food Detection for Smart Restaurants 2018 IEEE Transactions on Multimedia 20 3266 - 3275 details   pdf doi
Stefan Lonn; Petia Radeva; Mariella Dimiccoli Smartphone picture organization: A hierarchical approach 2019 Computer Vision and Image Understanding 187 102789 details   pdf url
Eduardo Aguilar; Marc Bolaños; Petia Radeva Regularized uncertainty-based multi-task learning model for food analysis 2019 Journal of Visual Communication and Image Representation 60 360-370 details   url
Eduardo Aguilar; Petia Radeva Class-Conditional Data Augmentation Applied to Image Classification 2019 18th International Conference on Computer Analysis of Images and Patterns 11679 182-192 details   url
Estefania Talavera; Nicolai Petkov; Petia Radeva Unsupervised Routine Discovery in Egocentric Photo-Streams 2019 18th International Conference on Computer Analysis of Images and Patterns 11678 576-588 details   pdf doi
Md. Mostafa Kamal Sarker; Syeda Furruka Banu; Hatem A. Rashwan; Mohamed Abdel-Nasser; Vivek Kumar Singh; Sylvie Chambon; Petia Radeva; Domenec Puig Food Places Classification in Egocentric Images Using Siamese Neural Networks 2019 22nd International Conference of the Catalan Association of Artificial Intelligence 145-151 details   doi
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