Recerca

Àrees d'excel·lència

Closeup of X-ray photography of human brain

Salut i benestar

  • Diagnòstic, intervenció i planificació assistits per ordinador
  • Aplicacions biomèdiques
  • Modelatge augmentat
  • Sistemes intel·ligents de salut electrònica
  • Benestar i monitorització d'ambients
  • Anàlisi conductual i cognitiu
Headlight lamp of black modern car, close-up

Mobilitat i Ciutats Intel·ligents

  • Sistemes de conducció avançats
  • Conducció automatitzada i cooperativa a la ciutat
  • Simuladors per a la conducció autònoma
  • Vehicles aeris no tripulats
cult

Cultura, Creativitat i Societat Inclusiva

  • Patrimoni cultural (AR/VR)
  • Sistemes de lectura
  • Anàlisi de documents
  • Reconeixement d'escriptura manuscrita
  • Tecnologies basades en l'experiència
ind

Digital i Indústria

  • Control de qualitat
  • Tecnologies AR/VR per a la indústria 4.0
  • Visió robòtica
  • Sistemes de reciclatge
  • Traçabilitat
Agriculture IoT with rice field background

Agroalimentació i medi ambient

  • Reconeixement dels aliments
  • Agricultura intel·ligent
  • Anàlisi d'imatges multiespectrals per a agricultura i boscos
Retinal biometrics technology with man’s eye digital remix

Seguretat Civil per a la Societat

  • Analítica de vídeo
  • Verificació de documents
  • Anàlisi biomètrica
  • Recompte de multituds

Notícies de Recerca

Improving generalization for classification and retrieval tasks

December 16, 2022

Abstract: In this talk we will present recent works that generally aim at improving the generalization of visual representations on both classification and retrieval tasks. We will start from a recent work on supervised pre-training and will present an approach that aims to improve the transferability of encoders learned in a supervised manner, while retaining … Read more

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Deep Learning for Document, Scene and Satellite Images Processing and Recognition

December 1, 2022

Abstract: Deep learning applications have been thriving over the last decade in many different domains, including image processing and recognition. The driver for the vibrant development of deep learning have been the availability of abundant data. This talk reviews the main results of our research activities carried out over the last few years. During this … Read more

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4 CVC scientists featured in the “Top 2% researchers in AI for 2021”

November 18, 2022

We are more than happy to announce that 4 of our #CVCPeople scientists were featured in the “Top 2% researchers in #AI for 2021″👉 September 2022 data-update for “Updated science-wide author databases of standardized citation indicators” – Elsevier BV (digitalcommonsdata.com) 📊 Some data… From the “AI and Image Processing” field >3000 people. 119 Spain, 27 Catalunya, 4 #CVC 🔸Joost van … Read more

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Calibrated Fine-Grained Recognition and Retrieval

November 16, 2022

Abstract: In the last decade, many areas of computer vision have progressed to a level supporting reliable, and sometimes impressive, applications. I wil talk about two such domains, fine-grained recognition and visual retrieval. In the fine-grained recognition, I’ll discuss the issue of prior probability shift, classifier calibration and the choice of loss functions driven by … Read more

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CVC women researchers included in the Special issue ‘Women in AI’ (MDPI journal)

October 3, 2022

The paper 📄 ‘Recognition of the Mental Workloads of Pilots in the Cockpit Using EEG Signals’, by our #CVCPeople Dr Aura Hernandez Sabaté and Dr Debora Gil (& José Yauri), was published in the ‘#WomeninAI‘ special issue, MDPI Open Access Journal. This issue features 17 research articles on the field of #AI that have a woman as the first author. Read the paper ➡️ https://www.mdpi.com/2076-3417/12/5/2298/htm

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Dr Sergio Escalera receives the IAPR fellow award 2022

August 25, 2022

Dr Sergio Escalera, CVC and University of Barcelona researcher, has been elected a fellow of the International Association of Pattern Recognition (IAPR) for his contributions to the field of Pattern Recognition and Human Behaviour Analysis. The International Association for Pattern Recognition (IAPR) is an international association of non-profit, scientific or professional organizations concerned with pattern … Read more

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CIP 2022

June 27, 2022

After its eighth edition in Madrid back in 2019, the biennial celebration of the Iberian Conference on Perception (CIP) had to be postponed until this year due to the covid-19 pandemic. The ninth edition will be held from June 27 to June 29, in Barcelona, at Casa Convalescència. The venue, located in the historical complex of Hospital de la Santa Creu in Sant … Read more

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Continual Learning from Pretrained Models

June 16, 2022

Abstract: Continual Learning (CL) is a paradigm where an agent learns over time from a stream of data. In this talk, we will discuss how to exploit pretrained models in CL. First, we will talk about “continual pretraining”, a scenario where a large pretrained model is updated over time. The results show that continual pretraining … Read more

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CVC at CVPR 2022 (with an Oral!)

June 10, 2022

The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2022, took place on 19-24 June in New Orleans and online. The Computer Vision Center contributed with the following papers:  CVPR Oral. An important milestone for CVC’s history!  LaTr: Layout-Aware Transformer for Scene-Text VQA, by Ali Furkan Biten, Ron Litman, Yusheng Xie, Srikar Appalaraju, and … Read more

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El simulador CARLA, guardonat amb el Premi Nacional de Recerca

June 9, 2022

El Centre de Visió per Computador (CVC) i Intel Intelligent Systems Lab han estat guardonats amb el Premi Nacional al Partenariat Publicoprivat en R+I pel desenvolupament conjunt del simulador de codi obert sense ànim de lucre CARLA, per entrenar i validar sistemes de conducció autònoma. El premi s’ha lliurat el 7 de juny de 2022 … Read more

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