Ignazio Gallo

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 61

Top Venues

Publications

Mirco Gallazzi, Sara Biavaschi, Alessandro Bulgheroni, Tommaso M. Gatti, Silvia Corchs, Ignazio Gallo
A Large Dataset to Enhance Skin Cancer Classification With Transformer-Based Deep Neural Networks. IEEE Access 12 (2024)
Ignazio Gallo, Anwar Ur Rehman, Ramin Heidarian Dehkordi, Nicola Landro, Riccardo La Grassa, Mirco Boschetti
Deep Object Detection of Crop Weeds: Performance of YOLOv7 on a Real Case Dataset from UAV Images. Remote. Sens. 15 (2) (2023)
Nicola Landro, Gabriele Destro, Stefano Taverni, Ignazio Gallo
A template-independent approach for information extraction in real estate documents. Ital-IA (2023)
Anwar Ur Rehman, Ignazio Gallo, Pengue Lorenzo
A Food Package Recognition Framework for Enhancing Efficiency Leveraging the Object Detection Model. ICAC (2023)
Ignazio Gallo, Mirco Boschetti, Anwar Ur Rehman, Gabriele Candiani
Self-Supervised Convolutional Neural Network Learning in a Hybrid Approach Framework to Estimate Chlorophyll and Nitrogen Content of Maize from Hyperspectral Images. Remote. Sens. 15 (19) (2023)
Riccardo La Grassa, Gabriele Cremonese, Ignazio Gallo, Cristina Re, Elena Martellato
YOLOLens: A Deep Learning Model Based on Super-Resolution to Enhance the Crater Detection of the Planetary Surfaces. Remote. Sens. 15 (5) (2023)
Riccardo La Grassa, Ignazio Gallo, Nicola Landro
σ2R loss: A weighted loss by multiplicative factors using sigmoidal functions. Neurocomputing 470 (2022)
Riccardo La Grassa, Ignazio Gallo, Cristina Re, Gabriele Cremonese, Nicola Landro, Claudio Pernechele, Emanuele Simioni, Mattia Gatti
An Adversarial Generative Network Designed for High-Resolution Monocular Depth Estimation from 2D HiRISE Images of Mars. Remote. Sens. 14 (18) (2022)
Riccardo La Grassa, Cristina Re, Gabriele Cremonese, Ignazio Gallo
Hyperspectral Data Compression Using Fully Convolutional Autoencoder. Remote. Sens. 14 (10) (2022)
Nicola Landro, Ignazio Gallo, Riccardo La Grassa, Edoardo Federici
Two New Datasets for Italian-Language Abstractive Text Summarization. Inf. 13 (5) (2022)
Riccardo La Grassa, Ignazio Gallo, Nicola Landro
OCmst: One-class novelty detection using convolutional neural network and minimum spanning trees. Pattern Recognit. Lett. 155 (2022)
Riccardo La Grassa, Ignazio Gallo, Calogero Vetro, Nicola Landro
Learning to Navigate in the Gaussian Mixture Surface. CAIP (1) (2021)
Nicola Landro, Ignazio Gallo, Riccardo La Grassa
Combining Optimization Methods Using an Adaptive Meta Optimizer. Algorithms 14 (6) (2021)
Riccardo La Grassa, Ignazio Gallo, Nicola Landro
Learn class hierarchy using convolutional neural networks. Appl. Intell. 51 (10) (2021)
Nicola Landro, Ignazio Gallo, Riccardo La Grassa
Is One Teacher Model Enough to Transfer Knowledge to a Student Model? Algorithms 14 (11) (2021)
Riccardo La Grassa, Ignazio Gallo, Nicola Landro
EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task. CAIP (1) (2021)
Ignazio Gallo, Riccardo La Grassa, Nicola Landro, Mirco Boschetti
Sentinel 2 Time Series Analysis with 3D Feature Pyramid Network and Time Domain Class Activation Intervals for Crop Mapping. ISPRS Int. J. Geo Inf. 10 (7) (2021)
Shah Nawaz, Muhammad Saad Saeed, Pietro Morerio, Arif Mahmood, Ignazio Gallo, Muhammad Haroon Yousaf, Alessio Del Bue
Cross-Modal Speaker Verification and Recognition: A Multilingual Perspective. CVPR Workshops (2021)
Nicola Landro, Ignazio Gallo, Riccardo La Grassa
Mixing ADAM and SGD: a Combined Optimization Method. CoRR (2020)
Ignazio Gallo, Gabriele Magistrali, Nicola Landro, Riccardo La Grassa
Improving the Efficient Neural Architecture Search via Rewarding Modifications. IVCNZ (2020)
Riccardo La Grassa, Ignazio Gallo, Nicola Landro
OCmst: One-class Novelty Detection using Convolutional Neural Network and Minimum Spanning Trees. CoRR (2020)
Riccardo La Grassa, Ignazio Gallo, Nicola Landro
Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data. DICTA (2020)
Muhammad Saad Saeed, Shah Nawaz, Pietro Morerio, Arif Mahmood, Ignazio Gallo, Muhammad Haroon Yousaf, Alessio Del Bue
Cross-modal Speaker Verification and Recognition: A Multilingual Perspective. CoRR (2020)
Riccardo La Grassa, Ignazio Gallo, Nicola Landro
Learn Class Hierarchy using Convolutional Neural Networks. CoRR (2020)
Riccardo La Grassa, Ignazio Gallo, Nicola Landro
R Loss: a Weighted Loss by Multiplicative Factors using Sigmoidal Functions. CoRR (2020)
Ignazio Gallo, Shah Nawaz, Nicola Landro, Riccardo La Grassa
Visual Word Embedding for Text Classification. ICPR Workshops (6) (2020)
Nicola Landro, Ignazio Gallo, Riccardo La Grassa
Can a powerful neural network be a teacher for a weaker neural network? CoRR (2020)
Ignazio Gallo, Gianmarco Ria, Nicola Landro, Riccardo La Grassa
Image and Text fusion for UPMC Food-101 using BERT and CNNs. IVCNZ (2020)
Riccardo La Grassa, Ignazio Gallo, Nicola Landro
Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data. CoRR (2020)
Omer Arshad, Ignazio Gallo, Shah Nawaz, Alessandro Calefati
Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition. CoRR (2019)
Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene
A Classification Methodology Based on Subspace Graphs Learning. DICTA (2019)
Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Riccardo La Grassa, Nicola Landro
Picture What You Read. DICTA (2019)
Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene
Binary Classification Using Pairs of Minimum Spanning Trees or N-Ary Trees. CAIP (2) (2019)
Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati
Deep Latent Space Learning for Cross-Modal Mapping of Audio and Visual Signals. DICTA (2019)
Shah Nawaz, Alessandro Calefati, Moreno Caraffini, Nicola Landro, Ignazio Gallo
Are These Birds Similar: Learning Branched Networks for Fine-grained Representations. IVCNZ (2019)
Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati
Deep Latent Space Learning for Cross-modal Mapping of Audio and Visual Signals. CoRR (2019)
Omer Arshad, Ignazio Gallo, Shah Nawaz, Alessandro Calefati
Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition. ICDAR (2019)
Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Riccardo La Grassa, Nicola Landro
Picture What you Read. CoRR (2019)
Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene
Binary Classification using Pairs of Minimum Spanning Trees or N-ary Trees. CoRR (2019)
Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait
Do Cross Modal Systems Leverage Semantic Relationships? CoRR (2019)
Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait
Do Cross Modal Systems Leverage Semantic Relationships? ICCV Workshops (2019)
Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene
A Classification Methodology based on Subspace Graphs Learning. CoRR (2019)
Alessandro Calefati, Ignazio Gallo, Shah Nawaz
Reading Meter Numbers in the Wild. DICTA (2019)
Shah Nawaz, Alessandro Calefati, Nisar Ahmed, Ignazio Gallo
Hand Written Characters Recognition via Deep Metric Learning. DAS (2018)
Muhammad Kamran Janjua, Shah Nawaz, Alessandro Calefati, Ignazio Gallo
Learning Inward Scaled Hypersphere Embedding: Exploring Projections in Higher Dimensions. CoRR (2018)
Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua, Ignazio Gallo
Seeing Colors: Learning Semantic Text Encoding for Classification. CoRR (2018)
Pierluigi Gallo, Ignazio Gallo
E-Fairs: a Cyber-Physical System for Aggregation and Economy of Scale in e-Commerce. RTSI (2018)
Shah Nawaz, Muhammad Kamran Janjua, Alessandro Calefati, Ignazio Gallo
Revisiting Cross Modal Retrieval. CoRR (2018)
Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua
Git Loss for Deep Face Recognition. BMVC (2018)
Ignazio Gallo, Alessandro Calefati, Shah Nawaz, Muhammad Kamran Janjua
Image and Encoded Text Fusion for Multi-Modal Classification. DICTA (2018)
Ignazio Gallo, Alessandro Calefati, Shah Nawaz, Muhammad Kamran Janjua
Image and Encoded Text Fusion for Multi-Modal Classification. CoRR (2018)
Alessandro Calefati, Muhammad Kamran Janjua, Shah Nawaz, Ignazio Gallo
Git Loss for Deep Face Recognition. CoRR (2018)
Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Gabriele Piccoli
A Pipeline to Improve Face Recognition Datasets and Applications. IVCNZ (2018)
Ignazio Gallo, Shah Nawaz, Alessandro Calefati
Semantic Text Encoding for Text Classification Using Convolutional Neural Networks. WML@ICDAR (2017)
Ignazio Gallo, Alessandro Calefati, Shah Nawaz
Multimodal Classification Fusion in Real-World Scenarios. WML@ICDAR (2017)
Pierluigi Gallo, Francesco Randazzo, Ignazio Gallo
e-Fair: Aggregation in e-Commerce for Exploiting Economies of Scale. CoRR (2017)
Ignazio Gallo, Lucia Noce, Alessandro Zamberletti, Alessandro Calefati
Deep Neural Networks for Page Stream Segmentation and Classification. DICTA (2016)
Lucia Noce, Ignazio Gallo, Alessandro Zamberletti
Query and Product Suggestion for Price Comparison Search Engines based on Query-product Click-through Bipartite Graphs. WEBIST (1) (2016)
Alessandro Calefati, Ignazio Gallo, Alessandro Zamberletti, Lucia Noce
Using Convolutional Neural Networks for Content Extraction from Online Flyers. DocEng (2016)
Lucia Noce, Ignazio Gallo, Alessandro Zamberletti, Alessandro Calefati
A Query and Product Suggestion Method for Price Comparison Search Engines. WEBIST (Revised Selected Papers) (2016)
Lucia Noce, Ignazio Gallo, Alessandro Zamberletti, Alessandro Calefati
Embedded Textual Content for Document Image Classification with Convolutional Neural Networks. DocEng (2016)
Ignazio Gallo, Alessandro Zamberletti, Lucia Noce
Robust Angle Invariant GAS Meter Reading. DICTA (2015)
Ignazio Gallo, Alessandro Zamberletti, Lucia Noce
Content Extraction from Marketing Flyers. CAIP (1) (2015)
Alessandro Zamberletti, Ignazio Gallo, Lucia Noce
Augmented text character proposals and convolutional neural networks for text spotting from scene images. ACPR (2015)
Lucia Noce, Ignazio Gallo, Alessandro Zamberletti
Combining Textual and Visual Features to Identify Anomalous User-Generated Content. Int. J. Comput. Linguistics Appl. 6 (2) (2015)
Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Lucia Noce
Neural 1D Barcode Detection Using the Hough Transform. IPSJ Trans. Comput. Vis. Appl. 7 (2015)
Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Lucia Noce
Neural 1D Barcode Detection Using the Hough Transform. Inf. Media Technol. 10 (1) (2015)
Lucia Noce, Alessandro Zamberletti, Ignazio Gallo, Gabriele Piccoli, Joaquin Alfredo Rodriguez
Automatic Prediction of Future Business Conditions. PolTAL (2014)
Ignazio Gallo, Alessandro Zamberletti, Simone Albertini, Lucia Noce
High Entropy Ensembles for Holistic Figure-ground Segmentation. BMVC (2014)
Ignazio Gallo, Alessandro Zamberletti, Lucia Noce
Interactive Object Class Segmentation for Mobile Devices. SIBGRAPI (2014)
Simone Albertini, Alessandro Zamberletti, Ignazio Gallo
Unsupervised feature learning for sentiment classification of short documents. J. Lang. Technol. Comput. Linguistics 29 (1) (2014)
Alessandro Zamberletti, Lucia Noce, Ignazio Gallo
Text Localization Based on Fast Feature Pyramids and Multi-Resolution Maximally Stable Extremal Regions. ACCV Workshops (2) (2014)
Angelo Nodari, Marco Vanetti, Ignazio Gallo
Visual Attribute Extraction Using Human Pose Estimation. IbPRIA (2013)
Ignazio Gallo, Marco Vanetti, Simone Albertini, Angelo Nodari
Multi-net System Configuration for Visual Object Segmentation by Error Backpropagation. IbPRIA (2013)
Marco Vanetti, Ignazio Gallo, Angelo Nodari
GAS meter reading from real world images using a multi-net system. Pattern Recognit. Lett. 34 (5) (2013)
Marco Vanetti, Ignazio Gallo, Angelo Nodari
Unsupervised Feature Learning using Self-organizing Maps. VISAPP (1) (2013)
Alessandro Zamberletti, Ignazio Gallo, Simone Albertini
Robust Angle Invariant 1D Barcode Detection. ACPR (2013)
Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Marco Vanetti, Angelo Nodari
Classification of Segmented Objects through a Multi-net Approach. ANNPR (2012)
Angelo Nodari, Matteo Ghiringhelli, Alessandro Zamberletti, Marco Vanetti, Simone Albertini, Ignazio Gallo
A mobile visual search application for content based image retrieval in the fashion domain. CBMI (2012)
Marco Vanetti, Ignazio Gallo, Angelo Nodari
Unsupervised self-organizing texture descriptor. CompIMAGE (2012)
Angelo Nodari, Marco Vanetti, Ignazio Gallo
Digital privacy: Replacing pedestrians from Google Street View images. ICPR (2012)
Roberto Zanon, Simone Albertini, Moreno Carullo, Ignazio Gallo
A New Query Suggestion Algorithm for Taxonomy-based Search Engines. KDIR (2012)
Ignazio Gallo, Alessandro Zamberletti, Simone Albertini, Angelo Nodari, Marco Vanetti
Fast Tree Leaf Image Retrieval Using a Probabilistic Multi-class Support Vector Machine Classifier. CLEF (Online Working Notes/Labs/Workshop) (2012)
Simone Albertini, Ignazio Gallo, Marco Vanetti, Angelo Nodari
Learning Object Segmentation using a Multi Network Segment Classification Approach. VISAPP (1) (2012)
Angelo Nodari, Ignazio Gallo, Marco Vanetti
Automatic visual attributes extraction from web offers images. CompIMAGE (2012)
Ignazio Gallo, Angelo Nodari, Marco Vanetti
Object Segmentation Using Multiple Neural Networks for Commercial Offers Visual Search. EANN/AIAI (1) (2011)
Ignazio Gallo, Angelo Nodari
Learning Object Detection using Multiple Neural Networks. VISAPP (2011)
Angelo Nodari, Ignazio Gallo
A Multi-Neural Network Approach to Image Detection and Segmentation of Gas Meter Counter. MVA (2011)
Valentina Pedoia, Ignazio Gallo, Elisabetta Binaghi
Affine SPHARM Registration - Neural Estimation of Affine Transformation in Spherical Domain. VISAPP (2011)
Alessandro Zamberletti, Ignazio Gallo, Moreno Carullo, Elisabetta Binaghi
Neural Image Restoration for Decoding 1-D Barcodes using Common Camera Phones. VISAPP (1) (2010)
Alessandro Zamberletti, Ignazio Gallo, Moreno Carullo, Elisabetta Binaghi
Decoding 1-D Barcode from Degraded Images Using a Neural Network. VISIGRAPP (Selected Papers) (2010)
Marco Vanetti, Ignazio Gallo, Elisabetta Binaghi
Dense Two-Frame Stereo Correspondence by Self-organizing Neural Network. ICIAP (2009)
Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo
An online document clustering technique for short web contents. Pattern Recognit. Lett. 30 (10) (2009)
Ignazio Gallo, Elisabetta Binaghi, Mario Raspanti
Semi-blind image restoration using a local neural approach. Neurocomputing 73 (1-3) (2009)
Ignazio Gallo, Elisabetta Binaghi
Assigning Automatic Regularization Parameters in Image Restoration. VISAPP (1) (2009)
Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo
Soft Categorization and Annotation of Images with Radial Basis Function Networks. VISAPP (2) (2009)
Ignazio Gallo, Elisabetta Binaghi, Moreno Carullo, Nicola Lamberti
Named Entity Recognition by Neural Sliding Window. Document Analysis Systems (2008)
Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo, Nicola Lamberti
Clustering of short commercial documents for the web. ICPR (2008)
Ignazio Gallo, Elisabetta Binaghi, Mario Raspanti
Neural disparity computation for dense two-frame stereo correspondence. Pattern Recognit. Lett. 29 (5) (2008)
Elisabetta Binaghi, Ignazio Gallo, Cristina Ghiselli, Luca Levrini, Katia Biondi
An integrated fuzzy logic and web-based framework for active protocol support. Int. J. Medical Informatics 77 (4) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ignazio Gallo