Giovanni Pellacani

14 papers B 3Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2022 J jnl
Machine Learning Approaches for Skin Cancer Classification from Dermoscopic Images: A Systematic Review.
Algorithms
Flavia Grignaffini, Francesco Barbuto, Lorenzo Piazzo, Maurizio Troiano, Patrizio Simeoni, Fabio Mangini, Giovanni Pellacani, Carmen Cantisani, Fabrizio Frezza
2021 J jnl
Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net).
Medical Image Anal.
Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
2020 — conf
Automatic Quality Assessment of Reflectance Confocal Microscopy Mosaics using Attention-Based Deep Neural Network.
EMBC
Marek Wodzinski, Miroslawa Pajak, Andrzej Skalski, Alexander Witkowski, Giovanni Pellacani, Joanna Ludzik
2020 J jnl
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net).
CoRR
Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
2020 B conf
Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval.
ICPR
Stefano Allegretti, Federico Bolelli, Federico Pollastri, Sabrina Longhitano, Giovanni Pellacani, Costantino Grana
2019 — conf
Convolutional Neural Network Approach to Classify Skin Lesions Using Reflectance Confocal Microscopy.
EMBC
Marek Wodzinski, Andrzej Skalski, Alexander Witkowski, Giovanni Pellacani, Joanna Ludzik
2019 — conf
Polarized Multispectral Imaging for the Diagnosis of Skin Cancer.
CIC
Laura Rey-Barroso, Francisco J. Burgos-Fernández, Santiago Royo, Susana Puig, Josep Malvehy, Giovanni Pellacani, Xana Delpueyo, Sara Peña-Gutiérrez, Fernando Díaz-Doutón, Meritxell Vilaseca
2016 — conf
Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography.
VISIGRAPP (4: VISAPP)
Marco Manfredi, Costantino Grana, Giovanni Pellacani
2007 B conf
Network patterns recognition for automatic dermatologic images classification.
Image Processing
Costantino Grana, Vanini Daniele, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara
2006 B conf
Distance transform for automatic dermatologic images composition.
Image Processing
Costantino Grana, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara
2006 — conf
Line Detection and Texture Characterization of Network Patterns.
ICPR (2)
Costantino Grana, Rita Cucchiara, Giovanni Pellacani, Stefania Seidenari
2004 — conf
Color Calibration for a Dermatological Video Camera System.
ICPR (3)
Costantino Grana, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara
2003 J jnl
A New Algorithm for Border Description of Polarized Light Surface Microscopic Images of Pigmented Skin Lesions.
IEEE Trans. Medical Imaging
Costantino Grana, Giovanni Pellacani, Rita Cucchiara, Stefania Seidenari
2002 — conf
Building the Topological Tree by Recursive FCM Color Clustering.
ICPR (1)
Rita Cucchiara, Costantino Grana, Andrea Prati, Stefania Seidenari, Giovanni Pellacani