Simone Bianco

Orcid: 0000-0002-7070-1545

Affiliations:
  • University of Milano-Bicocca, Milan, Italy


According to our database1, Simone Bianco authored at least 130 papers between 2007 and 2024.

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Bibliography

2024
Semi-supervised cross-lingual speech emotion recognition.
Expert Syst. Appl., March, 2024

Reliability and Stability of Mean Opinion Score for Image Aesthetic Quality Assessment Obtained Through Crowdsourcing.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Video restoration based on deep learning: a comprehensive survey.
Artif. Intell. Rev., June, 2023

Unified Framework for Identity and Imagined Action Recognition From EEG Patterns.
IEEE Trans. Hum. Mach. Syst., 2023

Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion.
CoRR, 2023

Shallow Camera Pipeline for Night Photography Enhancement.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Evaluation of 3D Reconstruction Pipelines Under Varying Imaging Conditions.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

A Platform for Multi-Modal Driver Behaviour Data Collection.
Proceedings of the 13th IEEE International Conference on Consumer Electronics - Berlin, 2023

Food Recognition with Visual Transformers.
Proceedings of the 13th IEEE International Conference on Consumer Electronics - Berlin, 2023

Back to the future: a night photography rendering ISP without deep learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


2022
U-WeAr: User Recognition on Wearable Devices through Arm Gesture.
IEEE Trans. Hum. Mach. Syst., 2022

COCOA: Combining Color Constancy Algorithms for Images and Videos.
IEEE Trans. Computational Imaging, 2022

<i>SfM Flow</i>: A comprehensive toolset for the evaluation of 3D reconstruction pipelines.
SoftwareX, 2022

Designing an AI-Based Virtual Try-On Web Application.
Sensors, 2022

Shallow camera pipeline for night photography rendering.
CoRR, 2022

A Framework for Contrast Enhancement Algorithms Optimization.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A comparison of temporal aggregators for speaker verification.
Proceedings of the 12th IEEE International Conference on Consumer Electronics, 2022

Image Captioning using Pretrained Language Models and Image Segmentation.
Proceedings of the 12th IEEE International Conference on Consumer Electronics, 2022

Incremental Two-Stage Logo Recognition with Knowledge Distillation.
Proceedings of the 12th IEEE International Conference on Consumer Electronics, 2022

Truncated Edge-based Color Constancy.
Proceedings of the 12th IEEE International Conference on Consumer Electronics, 2022




Fast-n-Squeeze: towards real-time spectral reconstruction from RGB images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
A Smart Mirror for Emotion Monitoring in Home Environments.
Sensors, 2021

An introduction to quantum machine learning: from quantum logic to quantum deep learning.
Quantum Mach. Intell., 2021

Disentangling Image distortions in deep feature space.
Pattern Recognit. Lett., 2021

An analysis of spectral similarity measures.
Proceedings of the 29th Color and Imaging Conference, 2021

ArabCeleb: Speaker Recognition in Arabic.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

2020
Personalized Image Enhancement Using Neural Spline Color Transforms.
IEEE Trans. Image Process., 2020

Providing a Single Ground-Truth for Illuminant Estimation for the ColorChecker Dataset.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Neural architecture search for image saliency fusion.
Inf. Fusion, 2020

Illumination Estimation Challenge: experience of past two years.
CoRR, 2020

Disentangling Image Distortions in Deep Feature Space.
CoRR, 2020

Deep Residual Autoencoder for Blind Universal JPEG Restoration.
IEEE Access, 2020

Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Who Is in the Crowd? Deep Face Analysis for Crowd Understanding.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Consensus-driven illuminant estimation with GANs.
Proceedings of the Thirteenth International Conference on Machine Vision, 2020

2019
A unifying representation for pixel-precise distance estimation.
Multim. Tools Appl., 2019

Multitask painting categorization by deep multibranch neural network.
Expert Syst. Appl., 2019

Deep Residual Autoencoder for quality independent JPEG restoration.
CoRR, 2019

Turning a Digital Camera into an Absolute 2D Tele-Colorimeter.
Comput. Graph. Forum, 2019

Biometric Recognition Using Multimodal Physiological Signals.
IEEE Access, 2019

Getting the most of few data for neonatal pain assessment.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

Multimodal Car Driver Stress Recognition.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

A Web Application for Glasses Virtual Try-on in 3D Space.
Proceedings of the IEEE 23rd International Symposium on Consumer Technologies, 2019

Image Memorability Using Diverse Visual Features and Soft Attention.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Combining Saliency Estimation Methods.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019


Content-Preserving Tone Adjustment for Image Enhancement.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

High-Resolution Single Image Dehazing Using Encoder-Decoder Architecture.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Quasi-Unsupervised Color Constancy.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019



Learning Parametric Functions for Color Image Enhancement.
Proceedings of the Computational Color Imaging - 7th International Workshop, 2019

2018
On the use of deep learning for blind image quality assessment.
Signal Image Video Process., 2018

Fine-Grained Face Annotation Using Deep Multi-Task CNN.
Sensors, 2018

Evaluating the Performance of Structure from Motion Pipelines.
J. Imaging, 2018

Artistic photo filter removal using convolutional neural networks.
J. Electronic Imaging, 2018

Multiscale fully convolutional network for image saliency.
J. Electronic Imaging, 2018

Unsupervised color coding for visualizing image classification results.
Inf. Vis., 2018

Rehabilitating the Color Checker Dataset for Illuminant Estimation.
CoRR, 2018

Benchmark Analysis of Representative Deep Neural Network Architectures.
IEEE Access, 2018

DIY absolute tele-colorimeter using a camera-projector system.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2018

Rehabilitating the ColorChecker Dataset for Illuminant Estimation.
Proceedings of the 26th Color and Imaging Conference, 2018

Automated Pruning for Deep Neural Network Compression.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Aesthetics Assessment of Images Containing Faces.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Blender plug-in for comparing Structure from Motion pipelines.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

A Multi-Task CNN Framework for Driver Face Monitoring.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Discriminative Deep Audio Feature Embedding for Speaker Recognition in the Wild.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Visual-based sentiment logging in magic smart mirrors.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

2017
Single and Multiple Illuminant Estimation Using Convolutional Neural Networks.
IEEE Trans. Image Process., 2017

Combination of Video Change Detection Algorithms by Genetic Programming.
IEEE Trans. Evol. Comput., 2017

Large Age-Gap face verification by feature injection in deep networks.
Pattern Recognit. Lett., 2017

Improving CNN-Based Texture Classification by Color Balancing.
J. Imaging, 2017

Deep learning for logo recognition.
Neurocomputing, 2017

Deep Multibranch Neural Network for Painting Categorization.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

How Far Can You Get by Combining Change Detection Algorithms?
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

A Fully Convolutional Network for Salient Object Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Artistic Photo Filtering Recognition Using CNNs.
Proceedings of the Computational Color Imaging - 6th International Workshop, 2017

2016
Robust smile detection using convolutional neural networks.
J. Electronic Imaging, 2016

On the usefulness of hyperspectral imaging for face recognition.
J. Electronic Imaging, 2016

CURL: Image Classification using co-training and Unsupervised Representation Learning.
Comput. Vis. Image Underst., 2016

RGB-D-λ: 3D Multispectral Acquisition with Stereo RGB Cameras.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Predicting Image Aesthetics with Deep Learning.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
User Preferences Modeling and Learning for Pleasing Photo Collage Generation.
ACM Trans. Multim. Comput. Commun. Appl., 2015

Adaptive Skin Classification Using Face and Body Detection.
IEEE Trans. Image Process., 2015

Local detectors and compact descriptors for visual search: A quantitative comparison.
Digit. Signal Process., 2015

An interactive tool for manual, semi-automatic and automatic video annotation.
Comput. Vis. Image Underst., 2015

CURL: Co-trained Unsupervised Representation Learning for Image Classification.
CoRR, 2015

Logo Recognition Using CNN Features.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Color constancy using CNNs.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Can Linear Data Projection Improve Hyperspectral Face Recognition?
Proceedings of the Computational Color Imaging - 5th International Workshop, 2015

2014
Adaptive Color Constancy Using Faces.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Error-Tolerant Color Rendering for Digital Cameras.
J. Math. Imaging Vis., 2014

On the use of MKL for cooking action recognition.
Proceedings of the Image Processing: Machine Vision Applications VII, 2014

Scoring recognizability of faces for security applications.
Proceedings of the Image Processing: Machine Vision Applications VII, 2014

Absolute colorimetric characterization of a DSLR camera.
Proceedings of the Digital Photography X, 2014

2013
Color correction pipeline optimization for digital cameras.
J. Electronic Imaging, 2013

Cooking Action Recognition with iVAT: An Interactive Video Annotation Tool.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

On the Robustness of Color Texture Descriptors across Illuminants.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Quantitative review of local descriptors for visual search.
Proceedings of the IEEE Third International Conference on Consumer Electronics, 2013

Audio stream classification for multimedia database search.
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

A semi-automatic annotation tool for cooking video.
Proceedings of the Image Processing: Machine Vision Applications VI, 2013

Object detection using feature-based template matching.
Proceedings of the Image Processing: Machine Vision Applications VI, 2013

Computational Strategies for Skin Detection.
Proceedings of the Computational Color Imaging - 4th International Workshop, 2013

High Contrast Color Sets under Multiple Illuminants.
Proceedings of the Computational Color Imaging - 4th International Workshop, 2013

Karate moves recognition from skeletal motion.
Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications 2013, 2013

2012
Sampling Optimization for Printer Characterization by Direct Search.
IEEE Trans. Image Process., 2012

Sensor placement optimization in buildings.
Proceedings of the Image Processing: Machine Vision Applications V, 2012

Face-Based Illuminant Estimation.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Color Constancy Using Single Colors.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Color constancy using faces.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Computational color constancy.
Proceedings of the European Workshop on Visual Information Processing, 2011

Color Target Localization under Varying Illumination Conditions.
Proceedings of the Computational Color Imaging - Third International Workshop, 2011

2010
Automatic color constancy algorithm selection and combination.
Pattern Recognit., 2010

Genetic Algorithms for Training Data and Polynomial Optimization in Colorimetric Characterization of Scanners.
Proceedings of the Applications of Evolutionary Computation, 2010

2009
Empirical modeling for colorimetric characterization of digital cameras.
Proceedings of the International Conference on Image Processing, 2009

Region-Based Illuminant Estimation for Effective Color Correction.
Proceedings of the Image Analysis and Processing, 2009

Color Constancy Algorithm Selection Using CART.
Proceedings of the Computational Color Imaging, Second International Workshop, 2009

2008
Improving Color Constancy Using Indoor-Outdoor Image Classification.
IEEE Trans. Image Process., 2008

Polynomial modeling and optimization for colorimetric characterization of scanners.
J. Electronic Imaging, 2008

Consensus-based framework for illuminant chromaticity estimation.
J. Electronic Imaging, 2008

Classification-Based Color Constancy.
Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008

An Evolutionary Framework for Colorimetric Characterization of Scanners.
Proceedings of the Applications of Evolutionary Computing, 2008

2007
A New Method for RGB to XYZ Transformation Based on Pattern Search Optimization.
IEEE Trans. Consumer Electron., 2007

Combining strategies for white balance.
Proceedings of the Digital Photography III, San Jose, CA, USA, January 29-30, 2007, 2007

Matrixing, number of color channels, and color gamut of camera devices.
Proceedings of the Digital Photography III, San Jose, CA, USA, January 29-30, 2007, 2007


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