Claudio Cusano | Imaging and Vision Laboratory

1.

Method for red eye detection in a digital image
(Claudio Cusano, Francesca Gasparini, Raimondo Schettini) Patent number EP2143069, 2010.

BibTex

@patent{cusano2010method-red,
 author = {Cusano, Claudio and Gasparini, Francesca and Schettini, Raimondo},
 year = {2010},
 month = {0},
 title = {Method for red eye detection in a digital image},
 number = {EP2143069},
 yearfiled = {2007}}

24.

T1K+: A Database for Benchmarking Color Texture Classification and Retrieval Methods
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Sensors, volume 21, number 3, 2021.

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@article{cusano2021t1k+,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2021},
 title = {T1K+: A Database for Benchmarking Color Texture Classification and Retrieval Methods},
 volume = {21},
 number = {3},
 journal = {Sensors},
 url = {https://www.mdpi.com/1424-8220/21/3/1010},
 pdf = {/download/sensors-21-01010.pdf},
 doi = {10.3390/s21031010},
 issn = {1424-8220}}

23.

Personalized Image Enhancement Using Neural Spline Color Transforms
(Simone Bianco, Claudio Cusano, Flavio Piccoli, Raimondo Schettini) In IEEE Transactions on Image Processing, volume 29, pp. 6223-6236, 2020.

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@article{bianco2020personalized,
 author = {Bianco, Simone and Cusano, Claudio and Piccoli, Flavio and Schettini, Raimondo},
 year = {2020},
 pages = {6223-6236},
 title = {Personalized Image Enhancement Using Neural Spline Color Transforms},
 volume = {29},
 journal = {IEEE Transactions on Image Processing},
 pdf = {/download/Personalized_Image_Enhancement_Using_Neural_Spline_Color_Transforms.pdf},
 doi = {https://doi.org/10.1109/TIP.2020.2989584}}

22.

CNN-based refactoring of hand-designed filters for texture analysis: a classic revisited
(Francesco Bianconi, Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In IEEE Access, pp. 1-1, 2019.

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@article{bianconi-cnn-based2019,
 author = {Bianconi, Francesco and Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2019},
 pages = {1-1},
 title = {CNN-based refactoring of hand-designed filters for texture analysis: a classic revisited},
 journal = {IEEE Access},
 pdf = {https://ieeexplore.ieee.org/document/8918055},
 doi = {10.1109/ACCESS.2019.2956863},
 issn = {2169-3536}}

21.

Artistic photo filter removal using convolutional neural networks
(Simone Bianco, Claudio Cusano, Flavio Piccoli, Raimondo Schettini) In Journal of Electronic Imaging, volume 27, number 1, pp. 01104:1-14, 2018.

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@article{Bianco2018filter-removal,
 author = {Bianco, Simone and Cusano, Claudio and Piccoli, Flavio and Schettini, Raimondo},
 year = {2018},
 pages = {01104:1-14},
 title = {Artistic photo filter removal using convolutional neural networks},
 volume = {27},
 number = {1},
 journal = {Journal of Electronic Imaging},
 url = {http://dx.doi.org/10.1117/1.JEI.27.1.011004},
 pdf = {/download/Bianco2018filter-removal.pdf},
 doi = {10.1117/1.JEI.27.1.011004}}

20.

Visual recognition of aircraft mechanical parts for smart maintenance
(Claudio Cusano, Paolo Napoletano) In Computers in Industry, volume 86, pp. 26-33, Elsevier, 2017.

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@article{Cusano2017visual-recognition,
 author = {Cusano, Claudio and Napoletano, Paolo},
 year = {2017},
 pages = {26-33},
 title = {Visual recognition of aircraft mechanical parts for smart maintenance},
 volume = {86},
 publisher = {Elsevier},
 journal = {Computers in Industry},
 url = {//www.sciencedirect.com/science/article/pii/S0166361517300040},
 pdf = {/download/CI_Cusano2017.pdf},
 doi = {/10.1016/j.compind.2017.01.001},
 issn = {0166-3615}}

19.

Improving CNN-based Texture Classification by Color Balancing
(Simone Bianco, Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Journal of Imaging, volume 33, number 3, MDPI, 2017.

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@article{bianco2017improving-cnn,
 author = {Bianco, Simone and Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2017},
 title = {Improving CNN-based Texture Classification by Color Balancing},
 volume = {33},
 number = {3},
 publisher = {MDPI},
 journal = {Journal of Imaging},
 pdf = {http://www.mdpi.com/2313-433X/3/3/33/pdf},
 projectref = {http://www.ivl.disco.unimib.it/activities/rawfoot-db-raw-food-texture-database/}}

18.

Single and Multiple Illuminant Estimation Using Convolutional Neural Networks
(Simone Bianco, Claudio Cusano, Raimondo Schettini) In IEEE Transactions on Image Processing, volume 26, number 9, pp. 4347-4362, 2017.

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@article{bianco2017single-multiple,
 author = {Bianco, Simone and Cusano, Claudio and Schettini, Raimondo},
 year = {2017},
 pages = {4347-4362},
 title = {Single and Multiple Illuminant Estimation Using Convolutional Neural Networks},
 volume = {26},
 number = {9},
 journal = {IEEE Transactions on Image Processing},
 pdf = {/download/bianco2017single-multiple.pdf},
 doi = {10.1109/TIP.2017.2713044}}

17.

Combining multiple features for color texture classification
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Journal of Electronic Imaging, volume 25, number 6, pp. 1-9, {SPIE}, 2016.

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@article{cusano2016combining-multiple,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2016},
 pages = {1-9},
 title = {Combining multiple features for color texture classification},
 volume = {25},
 number = {6},
 publisher = {{SPIE}},
 journal = {Journal of Electronic Imaging},
 pdf = {/download/CusanoJei2016.pdf},
 doi = {10.1117/1.JEI.25.6.061410},
 projectref = {http://www.ivl.disco.unimib.it/activities/rawfoot-db-raw-food-texture-database/}}

16.

Evaluating color texture descriptors under large variations of controlled lighting conditions
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Journal of the Optical Society of America A, volume 33, number 1, pp. 17-30, OSA, 2016.

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@article{Cusano16,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2016},
 month = {1},
 pages = {17-30},
 title = {Evaluating color texture descriptors under large variations of controlled lighting conditions},
 volume = {33},
 number = {1},
 publisher = {OSA},
 journal = {Journal of the Optical Society of America A},
 keywords = {Image, analysis, Pattern, recognition, Color, Image, recognition, algorithms, and, filters},
 pdf = {/download/cusano_josaa2016.pdf},
 doi = {10.1364/JOSAA.33.000017},
 projectref = {http://www.ivl.disco.unimib.it/activities/rawfoot-db-raw-food-texture-database/}}

15.

CURL: Image Classification using co-training and Unsupervised Representation Learning
(Simone Bianco, Gianluigi Ciocca, Claudio Cusano) In Computer Vision and Image Understanding, Light Field for Computer Vision, volume 145, pp. 15-29, 2016.

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@article{Bianco2016CURL,
 author = {Bianco, Simone and Ciocca, Gianluigi and Cusano, Claudio},
 year = {2016},
 pages = {15-29},
 title = {CURL: Image Classification using co-training and Unsupervised Representation Learning},
 volume = {145},
 note = {Light Field for Computer Vision},
 journal = {Computer Vision and Image Understanding},
 pdf = {/download/Bianco2016CURL.pdf},
 doi = {10.1016/j.cviu.2016.01.003},
 issn = {1077-3142}}

14.

Image orientation detection using LBP-based features and logistic regression
(Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini) In Multimedia Tools and Applications, volume 74, number 9, pp. 3013-3034, Springer US, 2015.

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@article{ciocca2013image-orientation,
 author = {Ciocca, Gianluigi and Cusano, Claudio and Schettini, Raimondo},
 year = {2015},
 pages = {3013-3034},
 title = {Image orientation detection using LBP-based features and logistic regression},
 volume = {74},
 number = {9},
 publisher = {Springer US},
 journal = {Multimedia Tools and Applications},
 pdf = {/download/ciocca2013image-orientation.pdf},
 doi = {10.1007/s11042-013-1766-4},
 issn = {1573-7721}}

13.

Remote Sensing Image Classification Exploiting Multiple Kernel Learning
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In IEEE Geoscience and Remote Sensing Letters, volume 12, number 11, pp. 2331-2335, 2015.

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@article{cusanoremote,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2015},
 month = {1},
 pages = {2331-2335},
 title = {Remote Sensing Image Classification Exploiting Multiple Kernel Learning},
 volume = {12},
 number = {11},
 journal = {IEEE Geoscience and Remote Sensing Letters},
 keywords = {geophysical, techniques, image, classification, land, use, remote, sensing, kernel, learning, land, use, classification, remote, sensing, image, classification, Accuracy, Kernel, Optimization, Remote, sensing, Satellites, Standards, Training, Multiple, kernel, learning, MKL, remote, sensing, image, classification},
 pdf = {/download/cusano2015remote-sensing.pdf},
 doi = {10.1109/LGRS.2015.2476365},
 issn = {1545-598X}}

12.

Combining local binary pattern and Local Color Contrast for texture classification under varying illumination
(Claudio Cusano, Paolo Napoletano, Raimondo Schettini) In Journal of the Optical Society of America A, volume 31, number 7, pp. 1453-1461, OSA, 2014.

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@article{napoletano2014texture,
 author = {Cusano, Claudio and Napoletano, Paolo and Schettini, Raimondo},
 year = {2014},
 month = {108},
 pages = {1453-1461},
 title = {Combining local binary pattern and Local Color Contrast for texture classification under varying illumination},
 volume = {31},
 number = {7},
 publisher = {OSA},
 journal = {Journal of the Optical Society of America A},
 pdf = {/download/napoletano2014texture.pdf},
 doi = {10.1364/JOSAA.31.001453},
 issn = {1084-7529}}

11.

On the use of Supervised Features for Unsupervised Image Categorization: an evaluation
(Gianluigi Ciocca, Claudio Cusano, Simone Santini, Raimondo Schettini) In Computer Vision and Image Understanding, volume 122, pp. 155-171, 2014.

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@article{ciocca2014use-supervised,
 author = {Ciocca, Gianluigi and Cusano, Claudio and Santini, Simone and Schettini, Raimondo},
 year = {2014},
 pages = {155-171},
 title = {On the use of Supervised Features for Unsupervised Image Categorization: an evaluation},
 volume = {122},
 journal = {Computer Vision and Image Understanding},
 pdf = {/download/prosemantic-clustering-revised.pdf},
 doi = {10.1016/j.cviu.2014.01.010},
 issn = {1077-3142}}

10.

With a Little Help from My Friends: Community-based Assisted Organization of Personal Photographs
(Claudio Cusano, Simone Santini) In Multimedia Tools and Applications, Springer Netherlands, 2012.

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@article{cusano2012little-help,
 author = {Cusano, Claudio and Santini, Simone},
 year = {2012},
 title = {With a Little Help from My Friends: Community-based Assisted Organization of Personal Photographs},
 publisher = {Springer Netherlands},
 journal = {Multimedia Tools and Applications},
 pdf = {/download/cusano2012little-help.pdf},
 doi = {10.1007/s11042-012-1096-y},
 issn = {1380-7501}}

9.

Halfway through the semantic gap: Prosemantic features for image retrieval
(Gianluigi Ciocca, Claudio Cusano, Simone Santini, Raimondo Schettini) In Information Sciences, volume 181, number 22, pp. 4943-4958, Elsevier, 2011.

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@article{ciocca2011halfway-through,
 author = {Ciocca, Gianluigi and Cusano, Claudio and Santini, Simone and Schettini, Raimondo},
 year = {2011},
 pages = {4943-4958},
 title = {Halfway through the semantic gap: Prosemantic features for image retrieval},
 volume = {181},
 number = {22},
 publisher = {Elsevier},
 journal = {Information Sciences},
 url = {http://www.sciencedirect.com/science/article/pii/S002002551100332X},
 pdf = {/download/ciocca2011halfway-through.pdf},
 doi = {10.1016/j.ins.2011.06.025},
 issn = {0020-0255}}

8.

Three-dimensional Occlusion Detection and Restoration of Partially Occluded Faces
(Alessandro Colombo, Claudio Cusano, Raimondo Schettini) In Journal of Mathematical Imaging and Vision, volume 40, number 1, pp. 105-119, Springer Netherlands, 2011.

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@article{colombo2011three-dimensional-occlusion,
 author = {Colombo, Alessandro and Cusano, Claudio and Schettini, Raimondo},
 year = {2011},
 pages = {105-119},
 title = {Three-dimensional Occlusion Detection and Restoration of Partially Occluded Faces},
 volume = {40},
 number = {1},
 publisher = {Springer Netherlands},
 journal = {Journal of Mathematical Imaging and Vision},
 pdf = {/download/colombo2011three-dimensional-occlusion.pdf},
 doi = {10.1007/s10851-010-0252-0},
 issn = {0924-9907}}

7.

Automatic color constancy algorithm selection and combination
(Simone Bianco, Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini) In Pattern Recognition, volume 43, number 3, pp. 695-705, Elsevier, 2010.

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@article{bianco2010automatic-color,
 author = {Bianco, Simone and Ciocca, Gianluigi and Cusano, Claudio and Schettini, Raimondo},
 year = {2010},
 pages = {695-705},
 title = {Automatic color constancy algorithm selection and combination},
 volume = {43},
 number = {3},
 publisher = {Elsevier},
 journal = {Pattern Recognition},
 url = {http://www.sciencedirect.com/science/article/pii/S0031320309003070},
 pdf = {/download/bianco2010automatic-color.pdf},
 doi = {10.1016/j.patcog.2009.08.007},
 issn = {0031-3203}}

6.

Gappy {PCA} Classification for Occlusion Tolerant {3D} Face Detection
(Alessandro Colombo, Claudio Cusano, Raimondo Schettini) In Journal of Mathematical Imaging and Vision, volume 35, number 3, pp. 193-207, Springer Netherlands, 2009.

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@article{colombo2009gappy-pca,
 author = {Colombo, Alessandro and Cusano, Claudio and Schettini, Raimondo},
 year = {2009},
 pages = {193-207},
 title = {Gappy {PCA} Classification for Occlusion Tolerant {3D} Face Detection},
 volume = {35},
 number = {3},
 publisher = {Springer Netherlands},
 journal = {Journal of Mathematical Imaging and Vision},
 pdf = {/download/colombo2009gappy-pca.pdf},
 doi = {10.1007/s10851-009-0165-y},
 issn = {0924-9907}}

5.

Improving Color Constancy Using Indoor-Outdoor Image Classification
(Simone Bianco, Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini) In IEEE Transactions on Image Processing, volume 17, number 12, pp. 2381-2392, IEEE, 2008.

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@article{bianco2008improving-color,
 author = {Bianco, Simone and Ciocca, Gianluigi and Cusano, Claudio and Schettini, Raimondo},
 year = {2008},
 pages = {2381-2392},
 title = {Improving Color Constancy Using Indoor-Outdoor Image Classification},
 volume = {17},
 number = {12},
 publisher = {IEEE},
 journal = {IEEE Transactions on Image Processing},
 url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4664624&tag=1},
 pdf = {/download/bianco2008improving-color.pdf},
 doi = {10.1109/TIP.2008.2006661},
 issn = {1057-7149}}

4.

Self-Adaptive Image Cropping for Small Displays
(Gianluigi Ciocca, Claudio Cusano, Francesca Gasparini, Raimondo Schettini) In IEEE Transactions on Consumer Electronics, volume 53, number 4, pp. 1622-1627, IEEE, 2007.

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@article{ciocca2007self-adaptive-image,
 author = {Ciocca, Gianluigi and Cusano, Claudio and Gasparini, Francesca and Schettini, Raimondo},
 year = {2007},
 pages = {1622-1627},
 title = {Self-Adaptive Image Cropping for Small Displays},
 volume = {53},
 number = {4},
 publisher = {IEEE},
 journal = {IEEE Transactions on Consumer Electronics},
 url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4146220},
 pdf = {/download/ciocca2007self-adaptive-image.pdf},
 doi = {10.1109/TCE.2007.4429261},
 issn = {0098-3063}}

3.

{3D} Face Detection using Curvature Analysis
(Alessandro Colombo, Claudio Cusano, Raimondo Schettini) In Pattern Recognition, volume 39, number 3, pp. 444-455, Elsevier, 2006.

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@article{colombo20063d-face,
 author = {Colombo, Alessandro and Cusano, Claudio and Schettini, Raimondo},
 year = {2006},
 pages = {444-455},
 title = {{3D} Face Detection using Curvature Analysis},
 volume = {39},
 number = {3},
 publisher = {Elsevier},
 journal = {Pattern Recognition},
 pdf = {/download/colombo20063d-face.pdf},
 doi = {10.1016/j.patcog.2005.09.009},
 issn = {0031-3203}}

2.

Automatic Classification of digital photographs based on decision forest
(Raimondo Schettini, Carla Brambilla, Claudio Cusano, Gianluigi Ciocca) In International Journal of Pattern Recognition and Artificial Intelligence, volume 18, pp. 819-845, World Scientific, 2004.

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@article{schettini2004automatic-classification,
 author = {Schettini, Raimondo and Brambilla, Carla and Cusano, Claudio and Ciocca, Gianluigi},
 year = {2004},
 pages = {819-845},
 title = {Automatic Classification of digital photographs based on decision forest},
 volume = {18},
 publisher = {World Scientific},
 journal = {International Journal of Pattern Recognition and Artificial Intelligence},
 url = {http://dx.doi.org/10.1142/S0218001404003435},
 pdf = {/download/schettini2004automatic-classification.pdf},
 doi = {10.1142/S0218001404003435},
 issn = {0218-0014}}

1.

Characterizations of Convex Vector Functions and Optimization
(Claudio Cusano, Matteo Fini, Davide La Torre) In Journal of Inequalities in Pure and Applied Mathematics, volume 5, number 4, pp. art. 101, 1-10, Victoria University, 2004.

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@article{cusano2004characterizations-convex,
 author = {Cusano, Claudio and Fini, Matteo and La Torre, Davide},
 year = {2004},
 pages = {art. 101, 1-10},
 title = {Characterizations of Convex Vector Functions and Optimization},
 volume = {5},
 number = {4},
 publisher = {Victoria University},
 journal = {Journal of Inequalities in Pure and Applied Mathematics},
 pdf = {/download/cusano2004characterizations-convex.pdf},
 issn = {1443-5756}}

3.

Special Section Guest Editorial: Color in Texture and Material Recognition
(Raimondo Schettini, Joost Weijer, Claudio Cusano, Paolo Napoletano) volume 25 of Journal of Electronic Imaging, number 6, pp. 061401-061401, International Society for Optics and Photonics, 2016.

BibTex

@book{schettini2016special,
 author = {Schettini, Raimondo and van de Weijer, Joost and Cusano, Claudio and Napoletano, Paolo},
 year = {2016},
 pages = {061401-061401},
 title = {Special Section Guest Editorial: Color in Texture and Material Recognition},
 volume = {25},
 number = {6},
 publisher = {International Society for Optics and Photonics},
 series = {Journal of Electronic Imaging}}

2.

Face Recognition using Three-Dimensional and Multimodal Images: Algorithms and Systems
(Claudio Cusano) LAP LAMBERT Academic Publishing, 2011.

BibTex

@book{cusano2011face-recognition,
 author = {Cusano, Claudio},
 year = {2011},
 title = {Face Recognition using Three-Dimensional and Multimodal Images: Algorithms and Systems},
 publisher = {LAP LAMBERT Academic Publishing},
 isbn = {978-3-8465-2271-4}}

1.

Matematica generale. Esercizi e complementi
(Claudio Cusano, Matteo Fini, Giacomo Insard\`a) CUSL, 2003.

BibTex

@book{cusano2003matematica-generale,
 author = {Cusano, Claudio and Fini, Matteo and Insard\`a, Giacomo},
 year = {2003},
 title = {Matematica generale. Esercizi e complementi},
 publisher = {CUSL},
 isbn = {978-8881322800}}

2.

High-level features for image indexing and retrieval
(Gianluigi Ciocca, Claudio Cusano, Simone Santini, Raimondo Schettini) Chapter in Encyclopedia of Information Science and Technology, pp. 510-519, IGI Global, 2014.

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