Giovanni Pellacani

According to our database, Giovanni Pellacani authored at least 12 papers between 2002 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Medical Image Anal., 2021

2020

Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval.

Stefano Allegretti, Federico Bolelli, Federico Pollastri, Sabrina Longhitano, Giovanni Pellacani, Costantino Grana

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Automatic Quality Assessment of Reflectance Confocal Microscopy Mosaics using Attention-Based Deep Neural Network.

Marek Wodzinski, Miroslawa Pajak, Andrzej Skalski, Alexander Witkowski, Giovanni Pellacani, Joanna Ludzik

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Polarized Multispectral Imaging for the Diagnosis of Skin Cancer.

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

Proceedings of the 27th Color and Imaging Conference, 2019

Convolutional Neural Network Approach to Classify Skin Lesions Using Reflectance Confocal Microscopy.

Marek Wodzinski, Andrzej Skalski, Alexander Witkowski, Giovanni Pellacani, Joanna Ludzik

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2016

Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography.

Marco Manfredi, Costantino Grana, Giovanni Pellacani

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

2007

Network patterns recognition for automatic dermatologic images classification.

Costantino Grana, Vanini Daniele, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara

Proceedings of the Medical Imaging 2007: Image Processing, 2007

2006

Distance transform for automatic dermatologic images composition.

Costantino Grana, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Line Detection and Texture Characterization of Network Patterns.

Costantino Grana, Rita Cucchiara, Giovanni Pellacani, Stefania Seidenari

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2004

Color Calibration for a Dermatological Video Camera System.

Costantino Grana, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

A New Algorithm for Border Description of Polarized Light Surface Microscopic Images of Pigmented Skin Lesions.

Costantino Grana, Giovanni Pellacani, Rita Cucchiara, Stefania Seidenari

IEEE Trans. Medical Imaging, 2003

2002

Building the Topological Tree by Recursive FCM Color Clustering.

Rita Cucchiara, Costantino Grana, Andrea Prati, Stefania Seidenari, Giovanni Pellacani

Proceedings of the 16th International Conference on Pattern Recognition, 2002