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Marc Bolaños
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Books and Theses
- 2021
- [b1]Marc Bolaños Solà:
Deep Multimodal Learning for Egocentric Storytelling and Food Analysis. University of Barcelona, Spain, 2021
Journal Articles
- 2023
- [j6]Bhalaji Nagarajan
, Marc Bolaños, Eduardo Aguilar, Petia Radeva:
Deep ensemble-based hard sample mining for food recognition. J. Vis. Commun. Image Represent. 95: 103905 (2023) - 2019
- [j5]Eduardo Aguilar, Marc Bolaños
, Petia Radeva:
Regularized uncertainty-based multi-task learning model for food analysis. J. Vis. Commun. Image Represent. 60: 360-370 (2019) - 2018
- [j4]Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Sergi Soler, Petia Radeva:
Egocentric video description based on temporally-linked sequences. J. Vis. Commun. Image Represent. 50: 205-216 (2018) - [j3]Eduardo Aguilar
, Beatriz Remeseiro
, Marc Bolaños
, Petia Radeva:
Grab, Pay, and Eat: Semantic Food Detection for Smart Restaurants. IEEE Trans. Multim. 20(12): 3266-3275 (2018) - 2017
- [j2]Mariella Dimiccoli, Marc Bolaños
, Estefanía Talavera
, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva:
SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation. Comput. Vis. Image Underst. 155: 55-69 (2017) - [j1]Marc Bolaños
, Mariella Dimiccoli, Petia Radeva:
Toward Storytelling From Visual Lifelogging: An Overview. IEEE Trans. Hum. Mach. Syst. 47(1): 77-90 (2017)
Conference and Workshop Papers
- 2023
- [c22]Jesús M. Rodríguez-de-Vera
, Pablo Villacorta
, Imanol G. Estepa
, Marc Bolaños
, Ignacio Sarasúa
, Bhalaji Nagarajan
, Petia Radeva
:
Dining on Details: LLM-Guided Expert Networks for Fine-Grained Food Recognition. MADiMa@MM 2023: 43-52 - 2022
- [c21]Javier Ródenas, Bhalaji Nagarajan
, Marc Bolaños, Petia Radeva:
Learning Multi-Subset of Classes for Fine-Grained Food Recognition. MADiMa @ ACM Multimedia 2022: 17-26 - 2020
- [c20]Eduardo Aguilar
, Bhalaji Nagarajan
, Rupali Khatun
, Marc Bolaños
, Petia Radeva
:
Uncertainty Modeling and Deep Learning Applied to Food Image Analysis. BIOSTEC (Selected Papers) 2020: 3-16 - [c19]Eduardo Aguilar, Bhalaji Nagarajan
, Rupali Khatun, Marc Bolaños, Petia Radeva:
Uncertainty Modeling and Deep Learning Applied to Food Image Analysis. BIOSTEC 2020: 9-16 - [c18]Eduardo Aguilar, Bhalaji Nagarajan
, Rupali Khatun, Marc Bolaños, Petia Radeva:
Uncertainty-Aware Data Augmentation for Food Recognition. ICPR 2020: 4017-4024 - 2018
- [c17]Marc Bolaños
, Marc Valdivia, Petia Radeva
:
Where and What Am I Eating? Image-Based Food Menu Recognition. ECCV Workshops (6) 2018: 590-605 - 2017
- [c16]Eduardo Aguilar
, Marc Bolaños, Petia Radeva:
Exploring Food Detection Using CNNs. EUROCAST (2) 2017: 339-347 - [c15]Marc Bolaños
, Álvaro Peris, Francisco Casacuberta, Petia Radeva:
VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering. IbPRIA 2017: 372-380 - [c14]Gabriel Oliveira-Barra, Marc Bolaños, Estefanía Talavera
, Adrián Dueñas, Olga Gelonch, Maite Garolera
:
Serious Games Application for Memory Training Using Egocentric Images. ICIAP Workshops 2017: 120-130 - [c13]Eduardo Aguilar
, Marc Bolaños, Petia Radeva:
Food Recognition Using Fusion of Classifiers Based on CNNs. ICIAP (2) 2017: 213-224 - [c12]Marc Bolaños, Aina Ferrà, Petia Radeva:
Food Ingredients Recognition Through Multi-label Learning. ICIAP Workshops 2017: 394-402 - [c11]Laura Lopez-Fuentes, Joost van de Weijer, Marc Bolaños, Harald Skinnemoen:
Multi-modal Deep Learning Approach for Flood Detection. MediaEval 2017 - [c10]Aniol Lidon, Marc Bolaños, Mariella Dimiccoli, Petia Radeva, Maite Garolera
, Xavier Giró-i-Nieto:
Semantic Summarization of Egocentric Photo Stream Events. LTA@MM 2017: 3-11 - 2016
- [c9]Álvaro Peris
, Marc Bolaños
, Petia Radeva, Francisco Casacuberta:
Video Description Using Bidirectional Recurrent Neural Networks. ICANN (2) 2016: 3-11 - [c8]Marc Bolaños
, Petia Radeva:
Simultaneous food localization and recognition. ICPR 2016: 3140-3145 - [c7]Gabriel de Oliveira Barra, Alejandro Cartas Ayala, Marc Bolaños, Mariella Dimiccoli, Xavier Giró-i-Nieto, Petia Radeva:
LEMoRe: A Lifelog Engine for Moments Retrieval at the NTCIR-Lifelog LSAT Task. NTCIR 2016 - 2015
- [c6]Marc Bolaños
, Maite Garolera
, Petia Radeva
:
Object Discovery Using CNN Features in Egocentric Videos. IbPRIA 2015: 67-74 - [c5]Estefanía Talavera
, Mariella Dimiccoli, Marc Bolaños
, Maedeh Aghaei, Petia Radeva
:
R-Clustering for Egocentric Video Segmentation. IbPRIA 2015: 327-336 - [c4]Marc Bolaños
, Ricard Mestre, Estefanía Talavera
, Xavier Giró-i-Nieto
, Petia Radeva
:
Visual summary of egocentric photostreams by representative keyframes. ICME Workshops 2015: 1-6 - [c3]Aniol Lidon, Marc Bolaños, Markus Seidl, Xavier Giró-i-Nieto, Petia Radeva, Matthias Zeppelzauer:
UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images. MediaEval 2015 - 2014
- [c2]Marc Bolaños
, Maite Garolera
, Petia Radeva
:
Video Segmentation of Life-Logging Videos. AMDO 2014: 1-9 - 2013
- [c1]Marc Bolaños, Maite Garolera
, Petia Radeva
:
Active labeling application applied to food-related object recognition. CEA@ACM Multimedia 2013: 45-50
Informal and Other Publications
- 2023
- [i17]Pablo Villacorta, Jesús M. Rodríguez-de-Vera, Marc Bolaños, Ignacio Sarasua, Bhalaji Nagarajan
, Petia Radeva:
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets. CoRR abs/2303.09269 (2023) - 2017
- [i16]Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Sergi Soler, Petia Radeva:
Egocentric Video Description based on Temporally-Linked Sequences. CoRR abs/1704.02163 (2017) - [i15]Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva:
R-Clustering for Egocentric Video Segmentation. CoRR abs/1704.02809 (2017) - [i14]Marc Bolaños, Aina Ferrà, Petia Radeva:
Food Ingredients Recognition through Multi-label Learning. CoRR abs/1707.08816 (2017) - [i13]Gabriel Oliveira-Barra, Marc Bolaños, Estefanía Talavera, Adrián Dueñas, Olga Gelonch, Maite Garolera:
Serious Games Application for Memory Training Using Egocentric Images. CoRR abs/1707.08821 (2017) - [i12]Eduardo Aguilar, Marc Bolaños, Petia Radeva:
Exploring Food Detection using CNNs. CoRR abs/1709.04800 (2017) - [i11]Eduardo Aguilar, Marc Bolaños, Petia Radeva:
Food Recognition using Fusion of Classifiers based on CNNs. CoRR abs/1709.04864 (2017) - [i10]Eduardo Aguilar, Beatriz Remeseiro
, Marc Bolaños, Petia Radeva:
Grab, Pay and Eat: Semantic Food Detection for Smart Restaurants. CoRR abs/1711.05128 (2017) - 2016
- [i9]Álvaro Peris, Marc Bolaños, Petia Radeva, Francisco Casacuberta:
Video Description using Bidirectional Recurrent Neural Networks. CoRR abs/1604.03390 (2016) - [i8]Marc Bolaños, Petia Radeva:
Simultaneous Food Localization and Recognition. CoRR abs/1604.07953 (2016) - [i7]Pedro Herruzo, Marc Bolaños, Petia Radeva:
Can a CNN Recognize Catalan Diet? CoRR abs/1607.08811 (2016) - [i6]Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Petia Radeva:
VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering. CoRR abs/1612.03628 (2016) - 2015
- [i5]Marc Bolaños, Petia Radeva:
Ego-object discovery. CoRR abs/1504.01639 (2015) - [i4]Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva:
Visual Summary of Egocentric Photostreams by Representative Keyframes. CoRR abs/1505.01130 (2015) - [i3]Marc Bolaños, Mariella Dimiccoli, Petia Radeva:
Towards Storytelling from Visual Lifelogging: An Overview. CoRR abs/1507.06120 (2015) - [i2]Aniol Lidon, Marc Bolaños, Mariella Dimiccoli, Petia Radeva, Maite Garolera, Xavier Giró-i-Nieto:
Semantic Summarization of Egocentric Photo Stream Events. CoRR abs/1511.00438 (2015) - [i1]Mariella Dimiccoli, Marc Bolaños, Estefanía Talavera, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva:
SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation. CoRR abs/1512.07143 (2015)
Coauthor Index
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