Giovanni Pellacani - researchr alias

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Viewing Publication 1 - 13 from 13

2022

Machine Learning Approaches for Skin Cancer Classification from Dermoscopic Images: A Systematic ReviewFlavia Grignaffini, Francesco Barbuto, Lorenzo Piazzo, Maurizio Troiano, Patrizio Simeoni, Fabio Mangini, Giovanni Pellacani, Carmen Cantisani, Fabrizio Frezza. algorithms, 15(11):438, November 2022. [doi]

2021

Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net)Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha. mia, 67:101841, 2021. [doi]

2020

Supporting Skin Lesion Diagnosis with Content-Based Image RetrievalStefano Allegretti, Federico Bolelli, Federico Pollastri, Sabrina Longhitano, Giovanni Pellacani, Costantino Grana. icpr 2021: 8053-8060 [doi]

Automatic Quality Assessment of Reflectance Confocal Microscopy Mosaics using Attention-Based Deep Neural NetworkMarek Wodzinski, Miroslawa Pajak, Andrzej Skalski, Alexander Witkowski, Giovanni Pellacani, Joanna Ludzik. embc 2020: 1824-1827 [doi]

2019

2016

Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence TomographyMarco Manfredi, Costantino Grana, Giovanni Pellacani. visapp 2016: 234-240 [doi]

2007

Network patterns recognition for automatic dermatologic images classificationCostantino Grana, Vanini Daniele, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara. miip 2007: [doi]

2006

Distance transform for automatic dermatologic images compositionCostantino Grana, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara. miip 2006: [doi]

Line Detection and Texture Characterization of Network PatternsCostantino Grana, Rita Cucchiara, Giovanni Pellacani, Stefania Seidenari. icpr 2006: 275-278 [doi]

2004

Color Calibration for a Dermatological Video Camera SystemCostantino Grana, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara. icpr 2004: 798-801 [doi]

2003

A New Algorithm for Border Description of Polarized Light Surface Microscopic Images of Pigmented Skin LesionsCostantino Grana, Giovanni Pellacani, Rita Cucchiara, Stefania Seidenari. tmi, 22(8):959-964, 2003.

2002

Building the Topological Tree by Recursive FCM Color ClusteringRita Cucchiara, Costantino Grana, Andrea Prati, Stefania Seidenari, Giovanni Pellacani. icpr 2002: 759-762 [doi]

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