Search Results - "Buzzelli, Marco"

Angle-Retaining Chromaticity and Color Space: Invariants and Properties by Buzzelli, Marco

“…The angle-retaining color space (ARC) and the corresponding chromaticity diagram encode information following a cylindrical color model. Their main property is…”
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Recent Advances in Saliency Estimation for Omnidirectional Images, Image Groups, and Video Sequences by Buzzelli, Marco

“…We present a review of methods for automatic estimation of visual saliency: the perceptual property that makes specific elements in a scene stand out and grab…”
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Revisiting the CompCars Dataset for Hierarchical Car Classification: New Annotations, Experiments, and Results by Buzzelli, Marco, Segantin, Luca

“…We address the task of classifying car images at multiple levels of detail, ranging from the top-level car type, down to the specific car make, model, and…”
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A Vision-Based System for Monitoring Elderly People at Home by Buzzelli, Marco, Albé, Alessio, Ciocca, Gianluigi

“…Assisted living technologies can be of great importance for taking care of elderly people and helping them to live independently. In this work, we propose a…”
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General Purpose Optimization Library (GPOL): A Flexible and Efficient Multi-Purpose Optimization Library in Python by Bakurov, Illya, Buzzelli, Marco, Castelli, Mauro, Vanneschi, Leonardo, Schettini, Raimondo

“…Several interesting libraries for optimization have been proposed. Some focus on individual optimization algorithms, or limited sets of them, and others focus…”
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Convergent technologies to tackle challenges of modern food authentication by Frigerio, Jessica, Campone, Luca, Giustra, Marco Davide, Buzzelli, Marco, Piccoli, Flavio, Galimberti, Andrea, Cannavacciuolo, Ciro, Ouled Larbi, Malika, Colombo, Miriam, Ciocca, Gianluigi, Labra, Massimo

“…The authentication process involves all the supply chain stakeholders, and it is also adopted to verify food quality and safety. Food authentication tools are…”
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Uncertainty estimation in color constancy by Buzzelli, Marco, Bianco, Simone

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A Convolutional Framework for Color Constancy by Buzzelli, Marco, Bianco, Simone

“…We introduce a convolutional framework (CF) for computational color constancy, building upon the established low-level image feature-based framework, which…”
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Structural similarity index (SSIM) revisited: A data-driven approach by Bakurov, Illya, Buzzelli, Marco, Schettini, Raimondo, Castelli, Mauro, Vanneschi, Leonardo

“…Several contemporaneous image processing and computer vision systems rely upon the full-reference image quality assessment (IQA) measures. The single-scale…”
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Laplacian encoder-decoder network for raindrop removal by Zini, Simone, Buzzelli, Marco

“…•Rain droplets removed by generating the Laplacian pyramid levels of rain-free images.•The Laplacian pyramid decomposition improves with respect to a simple…”
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Deep learning for logo recognition by Bianco, Simone, Buzzelli, Marco, Mazzini, Davide, Schettini, Raimondo

“…In this paper we propose a method for logo recognition using deep learning. Our recognition pipeline is composed of a logo region proposal followed by a…”
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Unified Framework for Identity and Imagined Action Recognition From EEG Patterns by Buzzelli, Marco, Bianco, Simone, Napoletano, Paolo

“…We present a unified deep learning framework for the recognition of user identity and the recognition of imagined actions, based on electroencephalography…”
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Full-Reference Image Quality Expression via Genetic Programming by Bakurov, Illya, Buzzelli, Marco, Schettini, Raimondo, Castelli, Mauro, Vanneschi, Leonardo

“…Full-reference image quality measures are a fundamental tool to approximate the human visual system in various applications for digital data management: from…”
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A RNN for Temporal Consistency in Low-Light Videos Enhanced by Single-Frame Methods by Rota, Claudio, Buzzelli, Marco, Bianco, Simone, Schettini, Raimondo

“…Low-light video enhancement (LLVE) has received little attention compared to low-light image enhancement (LLIE) mainly due to the lack of paired…”
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Video restoration based on deep learning: a comprehensive survey by Rota, Claudio, Buzzelli, Marco, Bianco, Simone, Schettini, Raimondo

“…Video restoration concerns the recovery of a clean video sequence starting from its degraded version. Different video restoration tasks exist, including…”
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Neural architecture search for image saliency fusion by Bianco, Simone, Buzzelli, Marco, Ciocca, Gianluigi, Schettini, Raimondo

“…•Neural architecture search addressed with Genetic Programming and Backpropagation.•Genetic Programming efficiently provides blueprints for neural network…”
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Analysis of biases in automatic white balance datasets and methods by Buzzelli, Marco, Zini, Simone, Bianco, Simone, Ciocca, Gianluigi, Schettini, Raimondo, Tchobanou, Mikhail K.

“…Annotated datasets for automatic white balance (AWB) are used for the evaluation and, when necessary, the training, of AWB methods. Relying on such datasets…”
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A unifying representation for pixel-precise distance estimation by Bianco, Simone, Buzzelli, Marco, Schettini, Raimondo

“…We propose a new representation of distance information that is independent from any specific acquisition device, based on the size of portrayed subjects. In…”
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Semantic segmentation network stacking with genetic programming by Bakurov, Illya, Buzzelli, Marco, Schettini, Raimondo, Castelli, Mauro, Vanneschi, Leonardo

“…Semantic segmentation consists of classifying each pixel of an image and constitutes an essential step towards scene recognition and understanding. Deep…”
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A Framework for Contrast Enhancement Algorithms Optimization by Zini, Simone, Buzzelli, Marco, Bianco, Simone, Schettini, Raimondo

“…We present a general-purpose framework for the optimization of parametric contrast enhancement algorithms. We first define a regression module for image…”
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