Marc Bolaños

Orcid: 0000-0001-9838-1435

According to our database1, Marc Bolaños authored at least 32 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
Deep ensemble-based hard sample mining for food recognition.
J. Vis. Commun. Image Represent., September, 2023

ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets.
CoRR, 2023

Dining on Details: LLM-Guided Expert Networks for Fine-Grained Food Recognition.
Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management, 2023

2022
Learning Multi-Subset of Classes for Fine-Grained Food Recognition.
Proceedings of the 7th International Workshop on Multimedia Assisted Dietary Management, 2022

2021
Deep Multimodal Learning for Egocentric Storytelling and Food Analysis.
PhD thesis, 2021

2020
Uncertainty-Aware Data Augmentation for Food Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Uncertainty Modeling and Deep Learning Applied to Food Image Analysis.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
Regularized uncertainty-based multi-task learning model for food analysis.
J. Vis. Commun. Image Represent., 2019

2018
Grab, Pay, and Eat: Semantic Food Detection for Smart Restaurants.
IEEE Trans. Multim., 2018

Egocentric video description based on temporally-linked sequences.
J. Vis. Commun. Image Represent., 2018

Where and What Am I Eating? Image-Based Food Menu Recognition.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Toward Storytelling From Visual Lifelogging: An Overview.
IEEE Trans. Hum. Mach. Syst., 2017

SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation.
Comput. Vis. Image Underst., 2017

Semantic Summarization of Egocentric Photo Stream Events.
Proceedings of the 2nd Workshop on Lifelogging Tools and Applications, 2017

Multi-modal Deep Learning Approach for Flood Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Serious Games Application for Memory Training Using Egocentric Images.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Food Ingredients Recognition Through Multi-label Learning.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Food Recognition Using Fusion of Classifiers Based on CNNs.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Exploring Food Detection Using CNNs.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

2016
Can a CNN Recognize Catalan Diet?
CoRR, 2016

LEMoRe: A Lifelog Engine for Moments Retrieval at the NTCIR-Lifelog LSAT Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

Simultaneous food localization and recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Video Description Using Bidirectional Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015
Ego-object discovery.
CoRR, 2015

Towards Storytelling from Visual Lifelogging: An Overview.
CoRR, 2015

UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Visual summary of egocentric photostreams by representative keyframes.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

R-Clustering for Egocentric Video Segmentation.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Object Discovery Using CNN Features in Egocentric Videos.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
Video Segmentation of Life-Logging Videos.
Proceedings of the Articulated Motion and Deformable Objects, 2014

2013
Active labeling application applied to food-related object recognition.
Proceedings of the 5th international workshop on Multimedia for cooking & eating activities, 2013


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