Giovanni Pellacani

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 7

Top Topics

Optical Coherence Tomography

Convolutional Neural Network

Confocal Microscopy

Top Venues

Medical Image Anal.

Publications

Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net). Medical Image Anal. 67 (2021)
Stefano Allegretti, Federico Bolelli, Federico Pollastri, Sabrina Longhitano, Giovanni Pellacani, Costantino Grana
Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval. ICPR (2020)
Marek Wodzinski, Miroslawa Pajak, Andrzej Skalski, Alexander Witkowski, Giovanni Pellacani, Joanna Ludzik
Automatic Quality Assessment of Reflectance Confocal Microscopy Mosaics using Attention-Based Deep Neural Network. EMBC (2020)
Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net). CoRR (2020)
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
Polarized Multispectral Imaging for the Diagnosis of Skin Cancer. CIC (2019)
Marek Wodzinski, Andrzej Skalski, Alexander Witkowski, Giovanni Pellacani, Joanna Ludzik
Convolutional Neural Network Approach to Classify Skin Lesions Using Reflectance Confocal Microscopy. EMBC (2019)
Marco Manfredi, Costantino Grana, Giovanni Pellacani
Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography. VISIGRAPP (4: VISAPP) (2016)
Costantino Grana, Vanini Daniele, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara
Network patterns recognition for automatic dermatologic images classification. Medical Imaging: Image Processing (2007)
Costantino Grana, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara
Distance transform for automatic dermatologic images composition. Medical Imaging: Image Processing (2006)
Costantino Grana, Rita Cucchiara, Giovanni Pellacani, Stefania Seidenari
Line Detection and Texture Characterization of Network Patterns. ICPR (2) (2006)
Costantino Grana, Giovanni Pellacani, Stefania Seidenari, Rita Cucchiara
Color Calibration for a Dermatological Video Camera System. ICPR (3) (2004)
Costantino Grana, Giovanni Pellacani, Rita Cucchiara, Stefania Seidenari
A New Algorithm for Border Description of Polarized Light Surface Microscopic Images of Pigmented Skin Lesions. IEEE Trans. Medical Imaging 22 (8) (2003)
Rita Cucchiara, Costantino Grana, Andrea Prati, Stefania Seidenari, Giovanni Pellacani
Building the Topological Tree by Recursive FCM Color Clustering. ICPR (1) (2002)