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Hyper-Spectral Imaging for Overlapping Plastic Flakes Segmentation



Guillem Martinez , Maya Aghaei , Martin Dijkstra , Bhalaji Nagarajan , Femke Jaarsma , Jaap van de Loosdrecht , Petia Radeva , Klaas Dijkstra

* Submitted to ICIP2022 

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Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation



Kaisar Kushibar , Víctor Manuel Campello , Lidia Garrucho Moras , Akis Linardos , Petia Radeva , Karim Lekadir


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Modeling long-term interactions to enhance action recognition



Alejandro Cartas , Petia Radeva , Mariella Dimiccoli

* Accepted to the 25th International Conference on Pattern Recognition (ICPR), 2021 

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Eating Habits Discovery in Egocentric Photo-streams



Estefania Talavera , Andreea Glavan , Alina Matei , Petia Radeva


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Behavioural pattern discovery from collections of egocentric photo-streams



Martin Menchon , Estefania Talavera , Jose M Massa , Petia Radeva


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Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images



Soumick Chatterjee , Fatima Saad , Chompunuch Sarasaen , Suhita Ghosh , Rupali Khatun , Petia Radeva , Georg Rose , Sebastian Stober , Oliver Speck , Andreas Nürnberger


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Automatic Reminiscence Therapy for Dementia



Mariona Caros , Maite Garolera , Petia Radeva , Xavier Giro-i-Nieto

* MSc thesis at TelecomBCN, Universitat Politecnica de Catalunya 2019 

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Seeing and Hearing Egocentric Actions: How Much Can We Learn?



Alejandro Cartas , Jordi Luque , Petia Radeva , Carlos Segura , Mariella Dimiccoli

* Accepted for the Fifth International Workshop on Egocentric Perception, Interaction and Computing (EPIC) at the International Conference on Computer Vision (ICCV) 2019 

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MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network



Md. Mostafa Kamal Sarker , Hatem A. Rashwan , Mohamed Abdel-Nasser , Vivek Kumar Singh , Syeda Furruka Banu , Farhan Akram , Forhad U H Chowdhury , Kabir Ahmed Choudhury , Sylvie Chambon , Petia Radeva , Domenec Puig

* 9 pages 

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