@article{celona2025complexity,
 author = {Celona, Luigi and Ciocca, Gianluigi and Schettini, Raimondo},
 year = {2025},
 title = {Leveraging Foundation Model DINO-v2 for Image Complexity Estimation},
 journal = {Neural Computing and Applications}}

@article{bianco2024cross,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
 year = {2024},
 title = {Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning},
 journal = {arXiv preprint arXiv:2411.13181},
 projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}

@article{agarla2023semi,
 author = {Agarla, Mirko and Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Petrovsky, Alexey and Piccoli, Flavio and Schettini, Raimondo and Shanin, Ivan},
 year = {2023},
 pages = {121368},
 title = {Semi-supervised cross-lingual speech emotion recognition},
 publisher = {Elsevier},
 journal = {Expert Systems with Applications},
 pdf = {https://arxiv.org/pdf/2207.06767.pdf},
 doi = {https://doi.org/10.1016/j.eswa.2023.121368}}

@article{celona2022blind,
 author = {Celona, Luigi and Schettini, Raimondo},
 year = {2022},
 month = {6},
 pages = {b1-b10},
 title = {Blind quality assessment of authentically distorted images},
 volume = {39},
 number = {6},
 publisher = {OSA},
 journal = {J. Opt. Soc. Am. A},
 url = {http://opg.optica.org/josaa/abstract.cfm?URI=josaa-39-6-B1},
 pdf = {/download/josaa-39-6-B1.pdf},
 doi = {10.1364/JOSAA.448144},
 projectref = {http://www.ivl.disco.unimib.it/activities/deep-image-quality/}}

@article{celona2022comp,
 author = {Celona, Luigi and Leonardi, Marco and Napoletano, Paolo and Rozza, Alessandro},
 year = {2022},
 pages = {1-1},
 title = {Composition and Style Attributes Guided Image Aesthetic Assessment},
 journal = {IEEE Transactions on Image Processing},
 url = {https://doi.org/10.1109/TIP.2022.3191853},
 pdf = {https://arxiv.org/pdf/2111.04647.pdf},
 doi = {10.1109/TIP.2022.3191853}}

@article{celona2021genetic,
 author = {Celona, Luigi and Schettini, Raimondo},
 year = {2021},
 title = {A Genetic Algorithm to Combine Deep Features for the Aesthetic Assessment of Images Containing Faces},
 volume = {21},
 number = {4},
 journal = {Sensors},
 url = {https://www.mdpi.com/1424-8220/21/4/1307},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2021/02/sensors-21-01307.pdf},
 doi = {10.3390/s21041307},
 issn = {1424-8220}}

@article{agarla2021efficient,
 author = {Agarla, Mirko and Celona, Luigi and Schettini, Raimondo},
 year = {2021},
 title = {An Efficient Method for No-Reference Video Quality Assessment},
 volume = {7},
 number = {3},
 publisher = {MDPI},
 journal = {Journal of Imaging},
 url = {https://www.mdpi.com/2313-433X/7/3/55},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2021/03/Agarla_JoI2021_video_quality.pdf},
 doi = {10.3390/jimaging7030055},
 issn = {2313-433X}}

@article{bianco2021disent,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
 year = {2021},
 pages = {128-135},
 title = {Disentangling Image distortions in deep feature space},
 volume = {148},
 journal = {Pattern Recognition Letters},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2021/06/bianco_prletters2021_disentangling.pdf},
 doi = {https://doi.org/10.1016/j.patrec.2021.05.008},
 issn = {0167-8655}}

@article{celona2021grid,
 author = {Celona, Luigi and Ciocca, Gianluigi and Napoletano, Paolo},
 year = {2021},
 pages = {115852},
 title = {A grid anchor based cropping approach exploiting image aesthetics, geometric composition, and semantics},
 volume = {186},
 publisher = {Elsevier},
 isbn = {0957-4174},
 journal = {Expert Systems With Applications},
 pdf = {/download/celona_eswa2021_autocropping.pdf},
 doi = {10.1016/j.eswa.2021.115852}}

@article{smartmirror2021,
 author = {Bianco, Simone and Celona, Luigi and Ciocca, Gianluigi and Marelli, Davide and Napoletano, Paolo and Yu, Stefano and Schettini, Raimondo},
 year = {2021},
 title = {A Smart Mirror for Emotion Monitoring in Home Environments},
 volume = {21},
 number = {22},
 journal = {Sensors},
 pdf = {https://www.mdpi.com/1424-8220/21/22/7453/pdf},
 doi = {10.3390/s21227453}}

@article{agarla2020norefvideoquality,
 author = {Agarla, Mirko and Celona, Luigi and Schettini, Raimondo},
 year = {2020},
 title = {No-Reference Quality Assessment of In-Capture Distorted Videos},
 volume = {6},
 number = {8},
 publisher = {MDPI},
 journal = {Journal of Imaging},
 url = {https://www.mdpi.com/2313-433X/6/8/74},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2020/07/Agarla_JoI_Video_Quality.pdf},
 doi = {10.3390/jimaging6080074},
 issn = {2313-433X}}

@article{Bianco2018,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2018},
 month = {2},
 year = {2018},
 pages = {355-362},
 title = {On the use of deep learning for blind image quality assessment},
 volume = {12},
 number = {2},
 journal = {Signal, Image and Video Processing},
 url = {https://doi.org/10.1007/s11760-017-1166-8},
 pdf = {http://www.ivl.disco.unimib.it/wp-content/uploads/2016/09/DeepIQExtended.pdf},
 doi = {10.1007/s11760-017-1166-8},
 issn = {1863-1711},
 projectref = {http://www.ivl.disco.unimib.it/activities/deep-image-quality/}}

@article{8506339,
 author = {Bianco, Simone and Cadene, Remi and Celona, Luigi and Napoletano, Paolo},
 year = {2018},
 pages = {64270-64277},
 title = {Benchmark Analysis of Representative Deep Neural Network Architectures},
 volume = {6},
 number = {1},
 journal = {IEEE Access},
 keywords = {Computational, modeling, Graphics, processing, units, Computational, complexity, Memory, management, Embedded, systems, Deep, neural, networks, convolutional, neural, networks, image, recognition},
 pdf = {/download/08506339.pdf},
 doi = {10.1109/ACCESS.2018.2877890},
 issn = {2169-3536},
 projectref = {https://celuigi.github.io/models-comparison.pytorch/}}

@article{celona2018fine,
 author = {Celona, Luigi and Bianco, Simone and Schettini, Raimondo},
 year = {2018},
 title = {Fine-Grained Face Annotation Using Deep Multi-Task CNN},
 volume = {18},
 number = {8},
 journal = {Sensors},
 url = {http://www.mdpi.com/1424-8220/18/8/2666},
 pdf = {/download/sensors-18-02666.pdf},
 doi = {10.3390/s18082666},
 issn = {1424-8220}}

@article{bianco2016robust-smile,
 author = {Bianco, Simone and Celona, Luigi and Schettini, Raimondo},
 year = {2016},
 pages = {063002},
 title = {Robust Smile Detection using Convolutional Neural Networks},
 volume = {25},
 number = {6},
 publisher = {SPIE},
 journal = {Journal of Electronic Imaging},
 pdf = {/download/bianco2016robust-smile.pdf},
 doi = {10.1117/1.JEI.25.6.063002}}

@inproceedings{alchieri2023video,
 author = {Alchieri, Leonardo and Celona, Luigi and Bianco, Simone},
 year = {2024},
 pages = {255-269},
 title = {Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study},
 publisher = {Springer Nature Switzerland},
 isbn = {978-3-031-51023-6},
 booktitle = {Image Analysis and Processing - ICIAP 2023 Workshops},
 doi = {10.1007/978-3-031-51023-6_22},
 projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}

@inproceedings{bianco2024auto,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
 year = {2024},
 title = {Automatic Driver Behavior Monitoring System on a Commercial Off-the-Shelf Device},
 booktitle = {TinyML EMEA Innovation Forum 2024},
 projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}

@inproceedings{celona2024use,
 author = {Celona, Luigi and Ciocca, Gianluigi and Schettini, Raimondo},
 year = {2024},
 pages = {640-647},
 title = {On the Use of Visual Transformer for Image Complexity Assessment},
 booktitle = {Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications-Volume 3: VISAPP}}

@inproceedings{colombo2024arm,
 author = {Colombo, Andrea and Celona, Luigi and Bianco, Simone and Nocera, Antonino and Napoletano, Paolo},
 year = {2024},
 title = {Arm Gesture Recognition With Smartwatches},
 organization = {IEEE},
 booktitle = {8th International Forum on Research and Technologies for Society and Industry (RTSI)},
 projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}

@inproceedings{bianco2024multivariate,
 author = {Bianco, Simone and Celona, Luigi and Lanzillotti, Matteo and Napoletano, Paolo},
 year = {2024},
 title = {Multivariate Forecasting of Multiple Pollutants With Representative Deep Learning Architectures},
 organization = {IEEE},
 booktitle = {8th International Forum on Research and Technologies for Society and Industry (RTSI)},
 projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}

@inproceedings{10375673,
 author = {Bianco, Simone and Celona, Luigi and Gallo, Giovanni Donato and Napoletano, Paolo},
 year = {2023},
 pages = {112-116},
 title = {A Platform for Multi-Modal Driver Behaviour Data Collection},
 organization = {IEEE},
 booktitle = {13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin58801.2023.10375673},
 projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}

@inproceedings{agarla2022fast,
 author = {Agarla, Mirko and Bianco, Simone and Buzzelli, Marco and Celona, Luigi and Schettini, Raimondo},
 year = {2022},
 pages = {1131-1138},
 title = {Fast-n-Squeeze: towards real-time spectral reconstruction from RGB images},
 booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 url = {https://ieeexplore.ieee.org/document/9857194},
 pdf = {/download/Agarla-2022-CVPR-AAM.pdf},
 doi = {10.1109/CVPRW56347.2022.00122}}

@inproceedings{arad2022ntire,
 author = {Arad, Boaz and Timofte, Radu and Yahel, Rony and Morag, Nimrod and Bernat, Amir and [...], and Agarla, Mirko and Bianco, Simone and Buzzelli, Marco and Celona, Luigi and Schettini, Raimondo and [...],},
 year = {2022},
 pages = {862-880},
 title = {NTIRE 2022 Spectral Recovery Challenge and Data Set},
 booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 pdf = {/download/Arad-2022-CVPR-AAM.pdf},
 doi = {10.1109/CVPRW56347.2022.00102}}

@inproceedings{nieto2022understanding,
 author = {Nieto, Daniel Vera and Celona, Luigi and Fernandez-Labrador, Clara},
 year = {2022},
 title = {Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment},
 booktitle = {Neural Information Processing Systems Track on Datasets and Benchmarks}}

@inproceedings{bianco2022arabceleb,
 author = {Bianco, Simone and Celona, Luigi and Khalifa, Intissar and Napoletano, Paolo and Petrovsky, Alexey and Piccoli, Flavio and Schettini, Raimondo and Shanin, Ivan},
 year = {2022},
 pages = {338-347},
 title = {ArabCeleb: Speaker Recognition in Arabic},
 publisher = {Springer International Publishing},
 address = {Cham},
 isbn = {978-3-031-08421-8},
 booktitle = {AIxIA 2021 -- Advances in Artificial Intelligence},
 doi = {10.1007/978-3-031-08421-8_23},
 projectref = {http://www.ivl.disco.unimib.it/activities/arabceleb/}}

@inproceedings{bianco2021crowd,
 author = {Bianco, Simone and Celona, Luigi and Schettini, Raimondo},
 year = {2021},
 pages = {487-494},
 title = {Who Is in the Crowd? Deep Face Analysis for Crowd Understanding},
 organization = {Springer},
 booktitle = {International Conference on Pattern Recognition},
 doi = {https://doi.org/10.1007/978-3-030-68790-8_38}}

@inproceedings{agarla2021semantic,
 author = {Agarla, Mirko and Celona, Luigi},
 year = {2021},
 pages = {49-53},
 title = {On the Semantic Dependency of Video Quality Assessment Methods},
 volume = {2021},
 number = {1},
 organization = {Society for Imaging Science and Technology},
 booktitle = {London Imaging Meeting},
 doi = {https://doi.org/10.2352/issn.2694-118X.2021.LIM-49}}

@inproceedings{agarla2021spectralmeasures,
 author = {Agarla, Mirko and Bianco, Simone and Celona, Luigi and Schettini, Raimondo and Tchobanou, Mikhail},
 year = {2021},
 pages = {300-305},
 title = {An analysis of spectral similarity measures},
 volume = {2021},
 number = {6},
 organization = {Society for Imaging Science and Technology},
 booktitle = {Color and Imaging Conference},
 doi = {https://doi.org/10.2352/issn.2169-2629.2021.29.300}}

@inproceedings{celona2020cnn,
 author = {Celona, Luigi and Schettini, Raimondo},
 year = {2020},
 pages = {129-133},
 title = {CNN-based image quality assessment of consumer photographs},
 volume = {2020},
 number = {1},
 organization = {Society for Imaging Science and Technology},
 booktitle = {London Imaging Meeting},
 doi = {https://doi.org/10.2352/issn.2694-118X.2020.LIM-47}}

@inproceedings{bianco2020single,
 author = {Bianco, Simone and Celona, Luigi and Piccoli, Flavio},
 year = {2020},
 pages = {74-77},
 title = {Single Image Dehazing by Predicting Atmospheric Scattering Parameters},
 volume = {2020},
 number = {1},
 organization = {Society for Imaging Science and Technology},
 booktitle = {London Imaging Meeting},
 doi = {https://doi.org/10.2352/issn.2694-118X.2020.LIM-11},
 projectref = {http://www.ivl.disco.unimib.it/activities/single-image-dehazing/}}

@inproceedings{Ancuti_2019_CVPR_Workshops,
 author = {Ancuti, Codruta O and Ancuti, Cosmin and Timofte, Radu and Van Gool, Luc and Zhang, Lei and Yang, Ming-Hsuan and [...], and Bianco, Simone and Celona, Luigi and Piccoli, Flavio and Schettini, Raimondo},
 year = {2019},
 month = {6},
 year = {2019},
 title = {NTIRE 2019 Image Dehazing Challenge Report},
 organization = {IEEE/CVF},
 booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}}

@inproceedings{bianco2018aestface,
 author = {Celona, Luigi and Brahnam, Sheryl and Bianco, Simone},
 year = {2019},
 pages = {298-301},
 title = {Getting the Most of Few Data for Neonatal Pain Assessment},
 publisher = {ACM},
 series = {PervasiveHealth\'19},
 address = {New York, NY, USA},
 isbn = {978-1-4503-6126-2},
 booktitle = {Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare},
 keywords = {convolutional, neural, networks, generative, adversarial, networks, neonatal, pain, assessment},
 url = {http://doi.acm.org/10.1145/3329189.3329219},
 doi = {10.1145/3329189.3329219}}

@inproceedings{leonardi2019imem,
 author = {Leonardi, Marco and Celona, Luigi and Napoletano, Paolo and Bianco, Simone and Schettini, Raimondo and Manessi, Franco and Rozza, Alessandro},
 year = {2019},
 pages = {171-180},
 title = {Image Memorability using Diverse Visual Features and Soft Attention},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-030-30645-8},
 booktitle = {Image Analysis and Processing - ICIAP 2019},
 doi = {10.1007/978-3-030-30645-8_16}}

@inproceedings{celona2019autocropping,
 author = {Celona, Luigi and Ciocca, Gianluigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 pages = {315-325},
 title = {Autocropping: A Closer Look at Benchmark Datasets},
 volume = {11752},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 isbn = {978-3-030-30645-8},
 booktitle = {Image Analysis and Processing - ICIAP 2019},
 doi = {10.1007/978-3-030-30645-8_29}}

@inproceedings{bianco2019high,
 author = {Bianco, Simone and Celona, Luigi and Piccoli, Flavio and Schettini, Raimondo},
 year = {2019},
 title = {High-Resolution Single Image Dehazing using Encoder-Decoder Architecture},
 organization = {IEEE},
 booktitle = {Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 doi = {10.1109/CVPRW.2019.00244},
 projectref = {http://www.ivl.disco.unimib.it/activities/single-image-dehazing/}}

@inproceedings{celona2018mtlddm,
 author = {Celona, Luigi and Mammana, Lorenzo and Bianco, Simone and Schettini, Raimondo},
 year = {2018},
 pages = {1-4},
 title = {A Multi-Task CNN Framework for Driver Face Monitoring},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576244},
 issn = {2166-6822}}

@inproceedings{bianco2018visualbased,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
 year = {2018},
 pages = {1-4},
 title = {Visual-based sentiment logging in magic smart mirrors},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576217},
 issn = {2166-6822}}

@inproceedings{bianco2018blender-plugin,
 author = {Marelli, Davide and Bianco, Simone and Celona, Luigi and Ciocca, Gianluigi},
 year = {2018},
 pages = {1-5},
 title = {A Blender plug-in for comparing Structure from Motion pipelines},
 organization = {IEEE},
 booktitle = {2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
 doi = {10.1109/ICCE-Berlin.2018.8576196},
 issn = {2166-6822}}

@inproceedings{bianco2018faceaest,
 author = {Bianco, Simone and Celona, Luigi and Schettini, Raimondo},
 year = {2018},
 month = {10},
 year = {2018},
 pages = {2820-2824},
 title = {Aesthetics Assessment of Images Containing Faces},
 publisher = {IEEE},
 booktitle = {25th IEEE International Conference on Image Processing (ICIP)},
 doi = {10.1109/ICIP.2018.8451368},
 issn = {2381-8549}}

@inproceedings{celona2017Neonatal-Facial,
 author = {Celona, Luigi and Manoni, Luca},
 editor = {Battiato, Sebastiano and Farinella, Giovanni Maria and Leo, Marco and Gallo, Giovanni},
 year = {2017},
 pages = {197-204},
 title = {Neonatal Facial Pain Assessment Combining Hand-Crafted and Deep Features},
 publisher = {Springer International Publishing},
 address = {Cham},
 isbn = {978-3-319-70742-6},
 booktitle = {New Trends in Image Analysis and Processing -- ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers},
 url = {https://doi.org/10.1007/978-3-319-70742-6_19},
 doi = {10.1007/978-3-319-70742-6_19}}

@inproceedings{Bianco2016predicting-image,
 author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo and Schettini, Raimondo},
 year = {2016},
 pages = {117-125},
 title = {Predicting Image Aesthetics with Deep Learning},
 volume = {10016},
 publisher = {Springer International Publishing},
 isbn = {978-3-319-48680-2},
 booktitle = {Advanced Concepts for Intelligent Vision Systems: 17th International Conference (ACIVS 2016)},
 pdf = {/download/Bianco2016predicting-image.pdf},
 doi = {10.1007/978-3-319-48680-2_11}}

@inproceedings{plebani2015training,
 author = {Plebani, Emanuele and Celona, Luigi and Pau, Danilo and Karimi, Pegah and Marcon, Marco},
 year = {2015},
 pages = {1-4},
 title = {Training an object detector using only positive samples},
 organization = {IEEE},
 booktitle = {Consumer Electronics (CE WS), IEEE International Workshop on},
 doi = {10.1109/CEWS.2015.7867139}}