Ignazio Gallo - RankMe

119 papers A 3B 7C 8Misc 17Journal 49Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Large-Scale Avalanche Mapping from SAR Images with Deep Learning-based Change Detection. CoRR Mattia Gatti, Alberto Mariani, Ignazio Gallo, Fabiano Monti
2025	J	`jnl`	Chameleon: A Multimodal Learning Framework Robust to Missing Modalities. Int. J. Multim. Inf. Retr. Muhammad Irzam Liaqat, Shah Nawaz, Muhammad Zaigham Zaheer, Muhammad Saad Saeed, Hassan Sajjad, Tom De Schepper, Karthik Nandakumar, Muhammad Haris Khan, Ignazio Gallo, Markus Schedl
2025	J	`jnl`	Cross-pollination of knowledge for object detection in domain adaptation for industrial automation. Int. J. Intell. Robotics Appl. Anwar Ur Rehman, Ignazio Gallo
2025	J	`jnl`	EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task. CoRR Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2025	C	`conf`	Improving Classification in Skin Lesion Analysis Through Segmentation. ICPRAM Mirco Gallazzi, Anwar Ur Rehman, Silvia Corchs, Ignazio Gallo
2024	J	`jnl`	A Large Dataset to Enhance Skin Cancer Classification With Transformer-Based Deep Neural Networks. IEEE Access Mirco Gallazzi, Sara Biavaschi, Alessandro Bulgheroni, Tommaso M. Gatti, Silvia Corchs, Ignazio Gallo
2024	J	`jnl`	Enhancing Crop Segmentation in Satellite Image Time Series with Transformer Networks. CoRR Ignazio Gallo, Mattia Gatti, Nicola Landro, Christian Loschiavo, Mirco Boschetti, Riccardo La Grassa
2024	B	`conf`	Thinking is Like Processing a Sequence of Spatial and Temporal Words. IJCNN Ignazio Gallo, Silvia Corchs
2024	C	`conf`	Towards crop traits estimation from hyperspectral data: evaluation of neural network models trained with real multi-site data or synthetic RTM simulations. FedCSIS Lorenzo Parigi, Gabriele Candiani, Ignazio Gallo, Piero Toscano, Mirco Boschetti
2023	—	`conf`	A Food Package Recognition Framework for Enhancing Efficiency Leveraging the Object Detection Model. ICAC Anwar Ur Rehman, Ignazio Gallo, Pengue Lorenzo
2023	—	`conf`	A template-independent approach for information extraction in real estate documents. Ital-IA Nicola Landro, Gabriele Destro, Stefano Taverni, Ignazio Gallo
2023	J	`jnl`	Deep Object Detection of Crop Weeds: Performance of YOLOv7 on a Real Case Dataset from UAV Images. Remote. Sens. Ignazio Gallo, Anwar Ur Rehman, Ramin Heidarian Dehkordi, Nicola Landro, Riccardo La Grassa, Mirco Boschetti
2023	C	`conf`	Distortion-aware super-resolution for planetary exploration images. ICMV Nicola Landro, Ignazio Gallo, Filippo Pelosi, Riccardo La Grassa, Anwar Ur Rehman
2023	C	`conf`	Enhancing crop segmentation in satellite image time-series with transformer networks. ICMV Ignazio Gallo, Mattia Gatti, Nicola Landro, Christian Loschiavo, Mirco Boschetti, Riccardo La Grassa, Anwar Ur Rehman
2023	J	`jnl`	Self-Supervised Convolutional Neural Network Learning in a Hybrid Approach Framework to Estimate Chlorophyll and Nitrogen Content of Maize from Hyperspectral Images. Remote. Sens. Ignazio Gallo, Mirco Boschetti, Anwar Ur Rehman, Gabriele Candiani
2023	J	`jnl`	YOLOLens: A Deep Learning Model Based on Super-Resolution to Enhance the Crater Detection of the Planetary Surfaces. Remote. Sens. Riccardo La Grassa, Gabriele Cremonese, Ignazio Gallo, Cristina Re, Elena Martellato
2022	J	`jnl`	An Adversarial Generative Network Designed for High-Resolution Monocular Depth Estimation from 2D HiRISE Images of Mars. Remote. Sens. Riccardo La Grassa, Ignazio Gallo, Cristina Re, Gabriele Cremonese, Nicola Landro, Claudio Pernechele, Emanuele Simioni, Mattia Gatti
2022	J	`jnl`	Hyperspectral Data Compression Using Fully Convolutional Autoencoder. Remote. Sens. Riccardo La Grassa, Cristina Re, Gabriele Cremonese, Ignazio Gallo
2022	J	`jnl`	OCmst: One-class novelty detection using convolutional neural network and minimum spanning trees. Pattern Recognit. Lett. Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2022	J	`jnl`	Two New Datasets for Italian-Language Abstractive Text Summarization. Inf. Nicola Landro, Ignazio Gallo, Riccardo La Grassa, Edoardo Federici
2022	J	`jnl`	σ2R loss: A weighted loss by multiplicative factors using sigmoidal functions. Neurocomputing Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2021	J	`jnl`	Combining Optimization Methods Using an Adaptive Meta Optimizer. Algorithms Nicola Landro, Ignazio Gallo, Riccardo La Grassa
2021	—	`conf`	Cross-Modal Speaker Verification and Recognition: A Multilingual Perspective. CVPR Workshops Shah Nawaz, Muhammad Saad Saeed, Pietro Morerio, Arif Mahmood, Ignazio Gallo, Muhammad Haroon Yousaf, Alessio Del Bue
2021	—	`conf`	EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task. CAIP (1) Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2021	J	`jnl`	Is One Teacher Model Enough to Transfer Knowledge to a Student Model? Algorithms Nicola Landro, Ignazio Gallo, Riccardo La Grassa
2021	J	`jnl`	Learn class hierarchy using convolutional neural networks. Appl. Intell. Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2021	—	`conf`	Learning to Navigate in the Gaussian Mixture Surface. CAIP (1) Riccardo La Grassa, Ignazio Gallo, Calogero Vetro, Nicola Landro
2021	J	`jnl`	Sentinel 2 Time Series Analysis with 3D Feature Pyramid Network and Time Domain Class Activation Intervals for Crop Mapping. ISPRS Int. J. Geo Inf. Ignazio Gallo, Riccardo La Grassa, Nicola Landro, Mirco Boschetti
2020	J	`jnl`	Can a powerful neural network be a teacher for a weaker neural network? CoRR Nicola Landro, Ignazio Gallo, Riccardo La Grassa
2020	J	`jnl`	Cross-modal Speaker Verification and Recognition: A Multilingual Perspective. CoRR Muhammad Saad Saeed, Shah Nawaz, Pietro Morerio, Arif Mahmood, Ignazio Gallo, Muhammad Haroon Yousaf, Alessio Del Bue
2020	Misc	`conf`	Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data. DICTA Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2020	J	`jnl`	Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data. CoRR Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2020	Misc	`conf`	Image and Text fusion for UPMC Food-101 using BERT and CNNs. IVCNZ Ignazio Gallo, Gianmarco Ria, Nicola Landro, Riccardo La Grassa
2020	Misc	`conf`	Improving the Efficient Neural Architecture Search via Rewarding Modifications. IVCNZ Ignazio Gallo, Gabriele Magistrali, Nicola Landro, Riccardo La Grassa
2020	J	`jnl`	Learn Class Hierarchy using Convolutional Neural Networks. CoRR Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2020	J	`jnl`	Mixing ADAM and SGD: a Combined Optimization Method. CoRR Nicola Landro, Ignazio Gallo, Riccardo La Grassa
2020	J	`jnl`	OCmst: One-class Novelty Detection using Convolutional Neural Network and Minimum Spanning Trees. CoRR Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2020	—	`conf`	Visual Word Embedding for Text Classification. ICPR Workshops (6) Ignazio Gallo, Shah Nawaz, Nicola Landro, Riccardo La Grassa
2020	J	`jnl`	σ CoRR Riccardo La Grassa, Ignazio Gallo, Nicola Landro
2019	Misc	`conf`	A Classification Methodology Based on Subspace Graphs Learning. DICTA Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene
2019	J	`jnl`	A Classification Methodology based on Subspace Graphs Learning. CoRR Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene
2019	A	`conf`	Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition. ICDAR Omer Arshad, Ignazio Gallo, Shah Nawaz, Alessandro Calefati
2019	J	`jnl`	Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition. CoRR Omer Arshad, Ignazio Gallo, Shah Nawaz, Alessandro Calefati
2019	Misc	`conf`	Are These Birds Similar: Learning Branched Networks for Fine-grained Representations. IVCNZ Shah Nawaz, Alessandro Calefati, Moreno Caraffini, Nicola Landro, Ignazio Gallo
2019	—	`conf`	Binary Classification Using Pairs of Minimum Spanning Trees or N-Ary Trees. CAIP (2) Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene
2019	J	`jnl`	Binary Classification using Pairs of Minimum Spanning Trees or N-ary Trees. CoRR Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene
2019	Misc	`conf`	Deep Latent Space Learning for Cross-Modal Mapping of Audio and Visual Signals. DICTA Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati
2019	J	`jnl`	Deep Latent Space Learning for Cross-modal Mapping of Audio and Visual Signals. CoRR Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati
2019	—	`conf`	Do Cross Modal Systems Leverage Semantic Relationships? ICCV Workshops Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait
2019	J	`jnl`	Do Cross Modal Systems Leverage Semantic Relationships? CoRR Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait
2019	Misc	`conf`	Picture What You Read. DICTA Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Riccardo La Grassa, Nicola Landro
2019	J	`jnl`	Picture What you Read. CoRR Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Riccardo La Grassa, Nicola Landro
2019	Misc	`conf`	Reading Meter Numbers in the Wild. DICTA Alessandro Calefati, Ignazio Gallo, Shah Nawaz
2018	Misc	`conf`	A Pipeline to Improve Face Recognition Datasets and Applications. IVCNZ Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Gabriele Piccoli
2018	—	`conf`	E-Fairs: a Cyber-Physical System for Aggregation and Economy of Scale in e-Commerce. RTSI Pierluigi Gallo, Ignazio Gallo
2018	A	`conf`	Git Loss for Deep Face Recognition. BMVC Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua
2018	J	`jnl`	Git Loss for Deep Face Recognition. CoRR Alessandro Calefati, Muhammad Kamran Janjua, Shah Nawaz, Ignazio Gallo
2018	B	`conf`	Hand Written Characters Recognition via Deep Metric Learning. DAS Shah Nawaz, Alessandro Calefati, Nisar Ahmed, Ignazio Gallo
2018	Misc	`conf`	Image and Encoded Text Fusion for Multi-Modal Classification. DICTA Ignazio Gallo, Alessandro Calefati, Shah Nawaz, Muhammad Kamran Janjua
2018	J	`jnl`	Image and Encoded Text Fusion for Multi-Modal Classification. CoRR Ignazio Gallo, Alessandro Calefati, Shah Nawaz, Muhammad Kamran Janjua
2018	J	`jnl`	Learning Inward Scaled Hypersphere Embedding: Exploring Projections in Higher Dimensions. CoRR Muhammad Kamran Janjua, Shah Nawaz, Alessandro Calefati, Ignazio Gallo
2018	J	`jnl`	Revisiting Cross Modal Retrieval. CoRR Shah Nawaz, Muhammad Kamran Janjua, Alessandro Calefati, Ignazio Gallo
2018	J	`jnl`	Seeing Colors: Learning Semantic Text Encoding for Classification. CoRR Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua, Ignazio Gallo
2017	—	`conf`	Multimodal Classification Fusion in Real-World Scenarios. WML@ICDAR Ignazio Gallo, Alessandro Calefati, Shah Nawaz
2017	—	`conf`	Semantic Text Encoding for Text Classification Using Convolutional Neural Networks. WML@ICDAR Ignazio Gallo, Shah Nawaz, Alessandro Calefati
2017	J	`jnl`	e-Fair: Aggregation in e-Commerce for Exploiting Economies of Scale. CoRR Pierluigi Gallo, Francesco Randazzo, Ignazio Gallo
2016	—	`conf`	A Query and Product Suggestion Method for Price Comparison Search Engines. WEBIST (Revised Selected Papers) Lucia Noce, Ignazio Gallo, Alessandro Zamberletti, Alessandro Calefati
2016	Misc	`conf`	Deep Neural Networks for Page Stream Segmentation and Classification. DICTA Ignazio Gallo, Lucia Noce, Alessandro Zamberletti, Alessandro Calefati
2016	B	`conf`	Embedded Textual Content for Document Image Classification with Convolutional Neural Networks. DocEng Lucia Noce, Ignazio Gallo, Alessandro Zamberletti, Alessandro Calefati
2016	—	`conf`	Query and Product Suggestion for Price Comparison Search Engines based on Query-product Click-through Bipartite Graphs. WEBIST (1) Lucia Noce, Ignazio Gallo, Alessandro Zamberletti
2016	B	`conf`	Using Convolutional Neural Networks for Content Extraction from Online Flyers. DocEng Alessandro Calefati, Ignazio Gallo, Alessandro Zamberletti, Lucia Noce
2015	—	`conf`	Augmented text character proposals and convolutional neural networks for text spotting from scene images. ACPR Alessandro Zamberletti, Ignazio Gallo, Lucia Noce
2015	J	`jnl`	Combining Textual and Visual Features to Identify Anomalous User-Generated Content. Int. J. Comput. Linguistics Appl. Lucia Noce, Ignazio Gallo, Alessandro Zamberletti
2015	—	`conf`	Content Extraction from Marketing Flyers. CAIP (1) Ignazio Gallo, Alessandro Zamberletti, Lucia Noce
2015	J	`jnl`	Neural 1D Barcode Detection Using the Hough Transform. Inf. Media Technol. Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Lucia Noce
2015	J	`jnl`	Neural 1D Barcode Detection Using the Hough Transform. IPSJ Trans. Comput. Vis. Appl. Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Lucia Noce
2015	Misc	`conf`	Robust Angle Invariant GAS Meter Reading. DICTA Ignazio Gallo, Alessandro Zamberletti, Lucia Noce
2014	—	`conf`	Automatic Prediction of Future Business Conditions. PolTAL Lucia Noce, Alessandro Zamberletti, Ignazio Gallo, Gabriele Piccoli, Joaquin Alfredo Rodriguez
2014	A	`conf`	High Entropy Ensembles for Holistic Figure-ground Segmentation. BMVC Ignazio Gallo, Alessandro Zamberletti, Simone Albertini, Lucia Noce
2014	—	`conf`	Interactive Object Class Segmentation for Mobile Devices. SIBGRAPI Ignazio Gallo, Alessandro Zamberletti, Lucia Noce
2014	—	`conf`	Text Localization Based on Fast Feature Pyramids and Multi-Resolution Maximally Stable Extremal Regions. ACCV Workshops (2) Alessandro Zamberletti, Lucia Noce, Ignazio Gallo
2014	J	`jnl`	Unsupervised feature learning for sentiment classification of short documents. J. Lang. Technol. Comput. Linguistics Simone Albertini, Alessandro Zamberletti, Ignazio Gallo
2013	J	`jnl`	GAS meter reading from real world images using a multi-net system. Pattern Recognit. Lett. Marco Vanetti, Ignazio Gallo, Angelo Nodari
2013	Misc	`conf`	Multi-net System Configuration for Visual Object Segmentation by Error Backpropagation. IbPRIA Ignazio Gallo, Marco Vanetti, Simone Albertini, Angelo Nodari
2013	—	`conf`	Robust Angle Invariant 1D Barcode Detection. ACPR Alessandro Zamberletti, Ignazio Gallo, Simone Albertini
2013	—	`conf`	Unsupervised Feature Learning using Self-organizing Maps. VISAPP (1) Marco Vanetti, Ignazio Gallo, Angelo Nodari
2013	Misc	`conf`	Visual Attribute Extraction Using Human Pose Estimation. IbPRIA Angelo Nodari, Marco Vanetti, Ignazio Gallo
2012	—	`conf`	A New Query Suggestion Algorithm for Taxonomy-based Search Engines. KDIR Roberto Zanon, Simone Albertini, Moreno Carullo, Ignazio Gallo
2012	C	`conf`	A mobile visual search application for content based image retrieval in the fashion domain. CBMI Angelo Nodari, Matteo Ghiringhelli, Alessandro Zamberletti, Marco Vanetti, Simone Albertini, Ignazio Gallo
2012	—	`conf`	Automatic visual attributes extraction from web offers images. CompIMAGE Angelo Nodari, Ignazio Gallo, Marco Vanetti
2012	—	`conf`	Classification of Segmented Objects through a Multi-net Approach. ANNPR Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Marco Vanetti, Angelo Nodari
2012	B	`conf`	Digital privacy: Replacing pedestrians from Google Street View images. ICPR Angelo Nodari, Marco Vanetti, Ignazio Gallo
2012	—	`conf`	Fast Tree Leaf Image Retrieval Using a Probabilistic Multi-class Support Vector Machine Classifier. CLEF (Online Working Notes/Labs/Workshop) Ignazio Gallo, Alessandro Zamberletti, Simone Albertini, Angelo Nodari, Marco Vanetti
2012	—	`conf`	Learning Object Segmentation using a Multi Network Segment Classification Approach. VISAPP (1) Simone Albertini, Ignazio Gallo, Marco Vanetti, Angelo Nodari
2012	—	`conf`	Unsupervised self-organizing texture descriptor. CompIMAGE Marco Vanetti, Ignazio Gallo, Angelo Nodari
2011	Misc	`conf`	A Multi-Neural Network Approach to Image Detection and Segmentation of Gas Meter Counter. MVA Angelo Nodari, Ignazio Gallo
2011	—	`conf`	Affine SPHARM Registration - Neural Estimation of Affine Transformation in Spherical Domain. VISAPP Valentina Pedoia, Ignazio Gallo, Elisabetta Binaghi
2011	—	`conf`	Learning Object Detection using Multiple Neural Networks. VISAPP Ignazio Gallo, Angelo Nodari
2011	C	`conf`	Object Segmentation Using Multiple Neural Networks for Commercial Offers Visual Search. EANN Ignazio Gallo, Angelo Nodari, Marco Vanetti
2010	—	`conf`	Decoding 1-D Barcode from Degraded Images Using a Neural Network. VISIGRAPP (Selected Papers) Alessandro Zamberletti, Ignazio Gallo, Moreno Carullo, Elisabetta Binaghi
2010	—	`conf`	Neural Image Restoration for Decoding 1-D Barcodes using Common Camera Phones. VISAPP (1) Alessandro Zamberletti, Ignazio Gallo, Moreno Carullo, Elisabetta Binaghi
2009	J	`jnl`	An online document clustering technique for short web contents. Pattern Recognit. Lett. Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo
2009	—	`conf`	Assigning Automatic Regularization Parameters in Image Restoration. VISAPP (1) Ignazio Gallo, Elisabetta Binaghi
2009	Misc	`conf`	Dense Two-Frame Stereo Correspondence by Self-organizing Neural Network. ICIAP Marco Vanetti, Ignazio Gallo, Elisabetta Binaghi
2009	J	`jnl`	Semi-blind image restoration using a local neural approach. Neurocomputing Ignazio Gallo, Elisabetta Binaghi, Mario Raspanti
2009	—	`conf`	Soft Categorization and Annotation of Images with Radial Basis Function Networks. VISAPP (2) Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo
2008	J	`jnl`	An integrated fuzzy logic and web-based framework for active protocol support. Int. J. Medical Informatics Elisabetta Binaghi, Ignazio Gallo, Cristina Ghiselli, Luca Levrini, Katia Biondi
2008	B	`conf`	Clustering of short commercial documents for the web. ICPR Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo, Nicola Lamberti
2008	B	`conf`	Named Entity Recognition by Neural Sliding Window. Document Analysis Systems Ignazio Gallo, Elisabetta Binaghi, Moreno Carullo, Nicola Lamberti
2008	J	`jnl`	Neural disparity computation for dense two-frame stereo correspondence. Pattern Recognit. Lett. Ignazio Gallo, Elisabetta Binaghi, Mario Raspanti
2007	—	`conf`	Adaptive image restoration using a local neural approach. VISAPP (1) Ignazio Gallo, Elisabetta Binaghi, A. Macchi
2007	C	`conf`	Information Extraction and Classification from Free Text Using a Neural Approach. CIARP Ignazio Gallo, Elisabetta Binaghi
2006	—	`conf`	Dense Stereo Matching with Growing Aggregation and Neural Learning. VISIGRAPP (Selected Papers) Ignazio Gallo, Elisabetta Binaghi
2005	Misc	`conf`	A Neural Adaptive Algorithm for Feature Selection and Classification of High Dimensionality Data. ICIAP Elisabetta Binaghi, Ignazio Gallo, Mirco Boschetti, Pietro Alessandro Brivio
2004	—	`conf`	Designing and Enacting Simulations Using Distributed Components. ISCIS Alberto Coen-Porisini, Ignazio Gallo, Antonella Zanzi
2004	J	`jnl`	Neural adaptive stereo matching. Pattern Recognit. Lett. Elisabetta Binaghi, Ignazio Gallo, Giuseppe Marino, Mario Raspanti
2003	J	`jnl`	A cognitive pyramid for contextual classification of remote sensing images. IEEE Trans. Geosci. Remote. Sens. Elisabetta Binaghi, Ignazio Gallo, Monica Pepe
2002	C	`conf`	Neural classification of high resolution remote sensing imagery for power transmission lines surveillance. IGARSS Elisabetta Binaghi, Ignazio Gallo, Monica Pepe, Pietro Alessandro Brivio, Sergio Musazzi, Alessandra Bassini
2000	J	`jnl`	A neural model for fuzzy Dempster-Shafer classifiers. Int. J. Approx. Reason. Elisabetta Binaghi, Ignazio Gallo, Paolo Madella