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Computer Science

D-Index
37
Citations
5527
World Ranking
10799
National Ranking
340

Overview

Simone Bianco is affiliated with the University of Milano-Bicocca in Italy. Their research primarily lies within the field of Computer Science, with a strong focus on Computer Vision and Pattern Recognition. The work covers various subfields including Atomic and Molecular Physics, and Optics, Artificial Intelligence, Media Technology, and Experimental and Cognitive Psychology.

Their research topics emphasize Image Enhancement Techniques, Color Science and Applications, Advanced Vision and Imaging, Advanced Image Processing Techniques, Image and Signal Denoising Methods, Visual Attention and Saliency Detection, as well as Emotion and Mood Recognition.

Simone Bianco has contributed to numerous publications, with some of the recent papers including:

  • NTIRE 2022 Spectral Recovery Challenge and Data Set, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  • An introduction to quantum machine learning: from quantum logic to quantum deep learning, 2021, Quantum Machine Intelligence
  • NTIRE 2022 Challenge on Night Photography Rendering, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  • Personalized Image Enhancement Using Neural Spline Color Transforms, 2020, IEEE Transactions on Image Processing
  • Designing an AI-Based Virtual Try-On Web Application, 2022, Sensors

Frequent co-authors collaborating with Simone Bianco include Raimondo Schettini, Marco Buzzelli, Luigi Celona, Paolo Napoletano, and Claudio Rota.

Bianco's work has been published multiple times in notable venues such as arXiv (Cornell University), Sensors, the Color and Imaging Conference, the London Imaging Meeting, and the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Best Publications

  • Benchmark Analysis of Representative Deep Neural Network Architectures

    Simone Bianco;Remi Cadene;Luigi Celona;Paolo Napoletano

  • On the use of deep learning for blind image quality assessment

    Simone Bianco;Luigi Celona;Paolo Napoletano;Raimondo Schettini

  • A new ultrafast superionic Li-conductor: ion dynamics in Li 11 Si 2 PS 12 and comparison with other tetragonal LGPS-type electrolytes

    Unknown

  • Color constancy using CNNs

    Simone Bianco;Claudio Cusano;Raimondo Schettini

  • Evaluating the Performance of Structure from Motion Pipelines

    Simone Bianco;Gianluigi Ciocca;Davide Marelli

  • Improving Color Constancy Using Indoor–Outdoor Image Classification

    S. Bianco;G. Ciocca;C. Cusano;R. Schettini

  • Single and Multiple Illuminant Estimation Using Convolutional Neural Networks

    Simone Bianco;Claudio Cusano;Raimondo Schettini

  • Combination of Video Change Detection Algorithms by Genetic Programming

    Simone Bianco;Gianluigi Ciocca;Raimondo Schettini

  • NTIRE 2022 Spectral Recovery Challenge and Data Set

    Unknown

  • Deep learning for logo recognition

    Simone Bianco;Marco Buzzelli;Davide Mazzini;Raimondo Schettini

  • Automatic color constancy algorithm selection and combination

    S. Bianco;G. Ciocca;C. Cusano;R. Schettini

  • An interactive tool for manual, semi-automatic and automatic video annotation

    Simone Bianco;Gianluigi Ciocca;Paolo Napoletano;Raimondo Schettini

  • How Far Can You Get by Combining Change Detection Algorithms

    Simone Bianco;Gianluigi Ciocca;Raimondo Schettini

  • Color constancy using faces

    Simone Bianco;Raimondo Schettini

  • Large Age-Gap face verification by feature injection in deep networks

    Simone Bianco

  • NTIRE 2019 Challenge on Real Image Denoising: Methods and Results

    Abdelrahman Abdelhamed;Radu Timofte;Michael S. Brown;Songhyun Yu

  • Quasi-Unsupervised Color Constancy

    Simone Bianco;Claudio Cusano

  • Adaptive Color Constancy Using Faces

    Simone Bianco;Raimondo Schettini

  • An introduction to quantum machine learning: from quantum logic to quantum deep learning

    Leonardo Alchieri;Davide Badalotti;Pietro Bonardi;Simone Bianco

  • NTIRE 2022 Challenge on Night Photography Rendering

    Unknown

  • Consensus-based framework for illuminant chromaticity estimation

    Simone Bianco;Francesca Gasparini;Raimondo Schettini

  • Automated Pruning for Deep Neural Network Compression

    Franco Manessi;Alessandro Rozza;Simone Bianco;Paolo Napoletano

Frequent Co-Authors

Raimondo Schettini
Raimondo Schettini University of Milano-Bicocca
Leonardo Vanneschi
Leonardo Vanneschi Universidade Nova de Lisboa
Mark S. Drew
Mark S. Drew Simon Fraser University
Brian V. Funt
Brian V. Funt Simon Fraser University
Graham D. Finlayson
Graham D. Finlayson University of East Anglia
Riccardo Riva
Riccardo Riva Technical University of Denmark
Sebastiano Battiato
Sebastiano Battiato University of Catania
Jonathan T. Barron
Jonathan T. Barron Google (United States)
Gerhard Reinelt
Gerhard Reinelt Heidelberg University

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