Ignazio Gallo

According to our database, Ignazio Gallo authored at least 97 papers between 2000 and 2024.

Collaborative distances:

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

2024

A Large Dataset to Enhance Skin Cancer Classification With Transformer-Based Deep Neural Networks.

Mirco Gallazzi, Sara Biavaschi, Alessandro Bulgheroni, Tommaso M. Gatti, Silvia Corchs, Ignazio Gallo

IEEE Access, 2024

Thinking is Like Processing a Sequence of Spatial and Temporal Words.

Ignazio Gallo, Silvia Corchs

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Self-Supervised Convolutional Neural Network Learning in a Hybrid Approach Framework to Estimate Chlorophyll and Nitrogen Content of Maize from Hyperspectral Images.

Ignazio Gallo, Mirco Boschetti, Anwar Ur Rehman, Gabriele Candiani

Remote. Sens., October, 2023

YOLOLens: A Deep Learning Model Based on Super-Resolution to Enhance the Crater Detection of the Planetary Surfaces.

Riccardo La Grassa, Gabriele Cremonese, Ignazio Gallo, Cristina Re, Elena Martellato

Remote. Sens., March, 2023

Deep Object Detection of Crop Weeds: Performance of YOLOv7 on a Real Case Dataset from UAV Images.

Ignazio Gallo, Anwar Ur Rehman, Ramin Heidarian Dehkordi, Nicola Landro, Riccardo La Grassa, Mirco Boschetti

Remote. Sens., January, 2023

A template-independent approach for information extraction in real estate documents.

Nicola Landro, Gabriele Destro, Stefano Taverni, Ignazio Gallo

Proceedings of the Italia Intelligenza Artificiale, 2023

A Food Package Recognition Framework for Enhancing Efficiency Leveraging the Object Detection Model.

Anwar Ur Rehman, Ignazio Gallo, Pengue Lorenzo

Proceedings of the 28th International Conference on Automation and Computing, 2023

2022

Hyperspectral Data Compression Using Fully Convolutional Autoencoder.

Riccardo La Grassa, Cristina Re, Gabriele Cremonese, Ignazio Gallo

Remote. Sens., 2022

An Adversarial Generative Network Designed for High-Resolution Monocular Depth Estimation from 2D HiRISE Images of Mars.

Riccardo La Grassa, Ignazio Gallo, Cristina Re, Gabriele Cremonese, Nicola Landro, Claudio Pernechele, Emanuele Simioni, Mattia Gatti

Remote. Sens., 2022

OCmst: One-class novelty detection using convolutional neural network and minimum spanning trees.

Riccardo La Grassa, Ignazio Gallo, Nicola Landro

Pattern Recognit. Lett., 2022

Two New Datasets for Italian-Language Abstractive Text Summarization.

Nicola Landro, Ignazio Gallo, Riccardo La Grassa, Edoardo Federici

Inf., 2022

σ2R loss: A weighted loss by multiplicative factors using sigmoidal functions.

Riccardo La Grassa, Ignazio Gallo, Nicola Landro

Neurocomputing, 2022

2021

Sentinel 2 Time Series Analysis with 3D Feature Pyramid Network and Time Domain Class Activation Intervals for Crop Mapping.

Ignazio Gallo, Riccardo La Grassa, Nicola Landro, Mirco Boschetti

ISPRS Int. J. Geo Inf., 2021

Learn class hierarchy using convolutional neural networks.

Riccardo La Grassa, Ignazio Gallo, Nicola Landro

Appl. Intell., 2021

Is One Teacher Model Enough to Transfer Knowledge to a Student Model?

Nicola Landro, Ignazio Gallo, Riccardo La Grassa

Algorithms, 2021

Combining Optimization Methods Using an Adaptive Meta Optimizer.

Nicola Landro, Ignazio Gallo, Riccardo La Grassa

Algorithms, 2021

Cross-Modal Speaker Verification and Recognition: A Multilingual Perspective.

Shah Nawaz, Muhammad Saad Saeed, Pietro Morerio, Arif Mahmood, Ignazio Gallo, Muhammad Haroon Yousaf, Alessio Del Bue

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Learning to Navigate in the Gaussian Mixture Surface.

Riccardo La Grassa, Ignazio Gallo, Calogero Vetro, Nicola Landro

Proceedings of the Computer Analysis of Images and Patterns, 2021

EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task.

Riccardo La Grassa, Ignazio Gallo, Nicola Landro

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

Mixing ADAM and SGD: a Combined Optimization Method.

Nicola Landro, Ignazio Gallo, Riccardo La Grassa

CoRR, 2020

σ²R Loss: a Weighted Loss by Multiplicative Factors using Sigmoidal Functions.

Riccardo La Grassa, Ignazio Gallo, Nicola Landro

CoRR, 2020

Can a powerful neural network be a teacher for a weaker neural network?

Nicola Landro, Ignazio Gallo, Riccardo La Grassa

CoRR, 2020

Image and Text fusion for UPMC Food-101 using BERT and CNNs.

Ignazio Gallo, Gianmarco Ria, Nicola Landro, Riccardo La Grassa

Proceedings of the 35th International Conference on Image and Vision Computing New Zealand, 2020

Improving the Efficient Neural Architecture Search via Rewarding Modifications.

Ignazio Gallo, Gabriele Magistrali, Nicola Landro, Riccardo La Grassa

Proceedings of the 35th International Conference on Image and Vision Computing New Zealand, 2020

Visual Word Embedding for Text Classification.

Ignazio Gallo, Shah Nawaz, Nicola Landro, Riccardo La Grassa

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data.

Riccardo La Grassa, Ignazio Gallo, Nicola Landro

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019

Are These Birds Similar: Learning Branched Networks for Fine-grained Representations.

Shah Nawaz, Alessandro Calefati, Moreno Caraffini, Nicola Landro, Ignazio Gallo

Proceedings of the 2019 International Conference on Image and Vision Computing New Zealand, 2019

Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition.

Omer Arshad, Ignazio Gallo, Shah Nawaz, Alessandro Calefati

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Do Cross Modal Systems Leverage Semantic Relationships?

Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Deep Latent Space Learning for Cross-Modal Mapping of Audio and Visual Signals.

Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

A Classification Methodology Based on Subspace Graphs Learning.

Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Picture What You Read.

Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Riccardo La Grassa, Nicola Landro

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Reading Meter Numbers in the Wild.

Alessandro Calefati, Ignazio Gallo, Shah Nawaz

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Binary Classification Using Pairs of Minimum Spanning Trees or N-Ary Trees.

Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Learning Inward Scaled Hypersphere Embedding: Exploring Projections in Higher Dimensions.

Muhammad Kamran Janjua, Shah Nawaz, Alessandro Calefati, Ignazio Gallo

CoRR, 2018

Seeing Colors: Learning Semantic Text Encoding for Classification.

Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua, Ignazio Gallo

CoRR, 2018

Revisiting Cross Modal Retrieval.

Shah Nawaz, Muhammad Kamran Janjua, Alessandro Calefati, Ignazio Gallo

CoRR, 2018

E-Fairs: a Cyber-Physical System for Aggregation and Economy of Scale in e-Commerce.

Pierluigi Gallo, Ignazio Gallo

Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

A Pipeline to Improve Face Recognition Datasets and Applications.

Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Gabriele Piccoli

Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Image and Encoded Text Fusion for Multi-Modal Classification.

Ignazio Gallo, Alessandro Calefati, Shah Nawaz, Muhammad Kamran Janjua

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Hand Written Characters Recognition via Deep Metric Learning.

Shah Nawaz, Alessandro Calefati, Nisar Ahmed, Ignazio Gallo

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Git Loss for Deep Face Recognition.

Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua

Proceedings of the British Machine Vision Conference 2018, 2018

2017

e-Fair: Aggregation in e-Commerce for Exploiting Economies of Scale.

Pierluigi Gallo, Francesco Randazzo, Ignazio Gallo

CoRR, 2017

Semantic Text Encoding for Text Classification Using Convolutional Neural Networks.

Ignazio Gallo, Shah Nawaz, Alessandro Calefati

Proceedings of the First Workshop of Machine Learning, 2017

Multimodal Classification Fusion in Real-World Scenarios.

Ignazio Gallo, Alessandro Calefati, Shah Nawaz

Proceedings of the First Workshop of Machine Learning, 2017

2016

A Query and Product Suggestion Method for Price Comparison Search Engines.

Lucia Noce, Ignazio Gallo, Alessandro Zamberletti, Alessandro Calefati

Proceedings of the Web Information Systems and Technologies, 2016

Query and Product Suggestion for Price Comparison Search Engines based on Query-product Click-through Bipartite Graphs.

Lucia Noce, Ignazio Gallo, Alessandro Zamberletti

Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Embedded Textual Content for Document Image Classification with Convolutional Neural Networks.

Lucia Noce, Ignazio Gallo, Alessandro Zamberletti, Alessandro Calefati

Proceedings of the 2016 ACM Symposium on Document Engineering, 2016

Using Convolutional Neural Networks for Content Extraction from Online Flyers.

Alessandro Calefati, Ignazio Gallo, Alessandro Zamberletti, Lucia Noce

Proceedings of the 2016 ACM Symposium on Document Engineering, 2016

Deep Neural Networks for Page Stream Segmentation and Classification.

Ignazio Gallo, Lucia Noce, Alessandro Zamberletti, Alessandro Calefati

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015

Neural 1D Barcode Detection Using the Hough Transform.

Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Lucia Noce

IPSJ Trans. Comput. Vis. Appl., 2015

Combining Textual and Visual Features to Identify Anomalous User-Generated Content.

Lucia Noce, Ignazio Gallo, Alessandro Zamberletti

Int. J. Comput. Linguistics Appl., 2015

Robust Angle Invariant GAS Meter Reading.

Ignazio Gallo, Alessandro Zamberletti, Lucia Noce

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Content Extraction from Marketing Flyers.

Ignazio Gallo, Alessandro Zamberletti, Lucia Noce

Proceedings of the Computer Analysis of Images and Patterns, 2015

Augmented text character proposals and convolutional neural networks for text spotting from scene images.

Alessandro Zamberletti, Ignazio Gallo, Lucia Noce

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014

Unsupervised feature learning for sentiment classification of short documents.

Simone Albertini, Alessandro Zamberletti, Ignazio Gallo

J. Lang. Technol. Comput. Linguistics, 2014

Automatic Prediction of Future Business Conditions.

Lucia Noce, Alessandro Zamberletti, Ignazio Gallo, Gabriele Piccoli, Joaquin Alfredo Rodriguez

Proceedings of the Advances in Natural Language Processing, 2014

Interactive Object Class Segmentation for Mobile Devices.

Ignazio Gallo, Alessandro Zamberletti, Lucia Noce

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

High Entropy Ensembles for Holistic Figure-ground Segmentation.

Ignazio Gallo, Alessandro Zamberletti, Simone Albertini, Lucia Noce

Proceedings of the British Machine Vision Conference, 2014

Text Localization Based on Fast Feature Pyramids and Multi-Resolution Maximally Stable Extremal Regions.

Alessandro Zamberletti, Lucia Noce, Ignazio Gallo

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

GAS meter reading from real world images using a multi-net system.

Marco Vanetti, Ignazio Gallo, Angelo Nodari

Pattern Recognit. Lett., 2013

Unsupervised Feature Learning using Self-organizing Maps.

Marco Vanetti, Ignazio Gallo, Angelo Nodari

Proceedings of the VISAPP 2013, 2013

Visual Attribute Extraction Using Human Pose Estimation.

Angelo Nodari, Marco Vanetti, Ignazio Gallo

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Multi-net System Configuration for Visual Object Segmentation by Error Backpropagation.

Ignazio Gallo, Marco Vanetti, Simone Albertini, Angelo Nodari

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Robust Angle Invariant 1D Barcode Detection.

Alessandro Zamberletti, Ignazio Gallo, Simone Albertini

Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012

Learning Object Segmentation using a Multi Network Segment Classification Approach.

Simone Albertini, Ignazio Gallo, Marco Vanetti, Angelo Nodari

Proceedings of the VISAPP 2012, 2012

Digital privacy: Replacing pedestrians from Google Street View images.

Angelo Nodari, Marco Vanetti, Ignazio Gallo

Proceedings of the 21st International Conference on Pattern Recognition, 2012

A New Query Suggestion Algorithm for Taxonomy-based Search Engines.

Roberto Zanon, Simone Albertini, Moreno Carullo, Ignazio Gallo

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Unsupervised self-organizing texture descriptor.

Marco Vanetti, Ignazio Gallo, Angelo Nodari

Proceedings of the Computational Modelling of Objects Represented in Images, 2012

Automatic visual attributes extraction from web offers images.

Angelo Nodari, Ignazio Gallo, Marco Vanetti

Proceedings of the Computational Modelling of Objects Represented in Images, 2012

Fast Tree Leaf Image Retrieval Using a Probabilistic Multi-class Support Vector Machine Classifier.

Ignazio Gallo, Alessandro Zamberletti, Simone Albertini, Angelo Nodari, Marco Vanetti

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

A mobile visual search application for content based image retrieval in the fashion domain.

Angelo Nodari, Matteo Ghiringhelli, Alessandro Zamberletti, Marco Vanetti, Simone Albertini, Ignazio Gallo

Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

Classification of Segmented Objects through a Multi-net Approach.

Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Marco Vanetti, Angelo Nodari

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2012

2011

Affine SPHARM Registration - Neural Estimation of Affine Transformation in Spherical Domain.

Valentina Pedoia, Ignazio Gallo, Elisabetta Binaghi

Proceedings of the VISAPP 2011, 2011

Learning Object Detection using Multiple Neural Networks.

Ignazio Gallo, Angelo Nodari

Proceedings of the VISAPP 2011, 2011

A Multi-Neural Network Approach to Image Detection and Segmentation of Gas Meter Counter.

Angelo Nodari, Ignazio Gallo

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

Object Segmentation Using Multiple Neural Networks for Commercial Offers Visual Search.

Ignazio Gallo, Angelo Nodari, Marco Vanetti

Proceedings of the Engineering Applications of Neural Networks, 2011

2010

Decoding 1-D Barcode from Degraded Images Using a Neural Network.

Alessandro Zamberletti, Ignazio Gallo, Moreno Carullo, Elisabetta Binaghi

Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2010

Neural Image Restoration for Decoding 1-D Barcodes using Common Camera Phones.

Alessandro Zamberletti, Ignazio Gallo, Moreno Carullo, Elisabetta Binaghi

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

2009

An online document clustering technique for short web contents.

Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo

Pattern Recognit. Lett., 2009

Semi-blind image restoration using a local neural approach.

Ignazio Gallo, Elisabetta Binaghi, Mario Raspanti

Neurocomputing, 2009

Assigning Automatic Regularization Parameters in Image Restoration.

Ignazio Gallo, Elisabetta Binaghi

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Soft Categorization and Annotation of Images with Radial Basis Function Networks.

Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Dense Two-Frame Stereo Correspondence by Self-organizing Neural Network.

Marco Vanetti, Ignazio Gallo, Elisabetta Binaghi

Proceedings of the Image Analysis and Processing, 2009

2008

Neural disparity computation for dense two-frame stereo correspondence.

Ignazio Gallo, Elisabetta Binaghi, Mario Raspanti

Pattern Recognit. Lett., 2008

An integrated fuzzy logic and web-based framework for active protocol support.

Elisabetta Binaghi, Ignazio Gallo, Cristina Ghiselli, Luca Levrini, Katia Biondi

Int. J. Medical Informatics, 2008

Clustering of short commercial documents for the web.

Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo, Nicola Lamberti

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Named Entity Recognition by Neural Sliding Window.

Ignazio Gallo, Elisabetta Binaghi, Moreno Carullo, Nicola Lamberti

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007

Adaptive image restoration using a local neural approach.

Ignazio Gallo, Elisabetta Binaghi, A. Macchi

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Information Extraction and Classification from Free Text Using a Neural Approach.

Ignazio Gallo, Elisabetta Binaghi

Proceedings of the Progress in Pattern Recognition, 2007

2006

Dense Stereo Matching with Growing Aggregation and Neural Learning.

Ignazio Gallo, Elisabetta Binaghi

Proceedings of the Advances in Computer Graphics and Computer Vision, 2006

2005

A Neural Adaptive Algorithm for Feature Selection and Classification of High Dimensionality Data.

Elisabetta Binaghi, Ignazio Gallo, Mirco Boschetti, Pietro Alessandro Brivio

Proceedings of the Image Analysis and Processing, 2005

2004

Neural adaptive stereo matching.

Elisabetta Binaghi, Ignazio Gallo, Giuseppe Marino, Mario Raspanti

Pattern Recognit. Lett., 2004

Designing and Enacting Simulations Using Distributed Components.

Alberto Coen-Porisini, Ignazio Gallo, Antonella Zanzi

Proceedings of the Computer and Information Sciences, 2004

2003

A cognitive pyramid for contextual classification of remote sensing images.

Elisabetta Binaghi, Ignazio Gallo, Monica Pepe

IEEE Trans. Geosci. Remote. Sens., 2003

2002

Neural classification of high resolution remote sensing imagery for power transmission lines surveillance.

Elisabetta Binaghi, Ignazio Gallo, Monica Pepe, Pietro Alessandro Brivio, Sergio Musazzi, Alessandra Bassini

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2000

A neural model for fuzzy Dempster-Shafer classifiers.

Elisabetta Binaghi, Ignazio Gallo, Paolo Madella

Int. J. Approx. Reason., 2000