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Ignazio Gallo
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2020 – today
- 2024
- [j25]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: 109544-109559 (2024) - [c66]Ignazio Gallo, Silvia Corchs:
Thinking is Like Processing a Sequence of Spatial and Temporal Words. IJCNN 2024: 1-8 - 2023
- [j24]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): 539 (2023) - [j23]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): 1171 (2023) - [j22]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): 4765 (2023) - [c65]Anwar Ur Rehman, Ignazio Gallo, Pengue Lorenzo:
A Food Package Recognition Framework for Enhancing Efficiency Leveraging the Object Detection Model. ICAC 2023: 1-6 - [c64]Nicola Landro, Gabriele Destro, Stefano Taverni, Ignazio Gallo:
A template-independent approach for information extraction in real estate documents. Ital-IA 2023: 484-488 - 2022
- [j21]Riccardo La Grassa, Ignazio Gallo, Nicola Landro:
σ2R loss: A weighted loss by multiplicative factors using sigmoidal functions. Neurocomputing 470: 217-225 (2022) - [j20]Nicola Landro, Ignazio Gallo, Riccardo La Grassa, Edoardo Federici:
Two New Datasets for Italian-Language Abstractive Text Summarization. Inf. 13(5): 228 (2022) - [j19]Riccardo La Grassa, Ignazio Gallo, Nicola Landro:
OCmst: One-class novelty detection using convolutional neural network and minimum spanning trees. Pattern Recognit. Lett. 155: 114-120 (2022) - [j18]Riccardo La Grassa, Cristina Re, Gabriele Cremonese, Ignazio Gallo:
Hyperspectral Data Compression Using Fully Convolutional Autoencoder. Remote. Sens. 14(10): 2472 (2022) - [j17]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): 4619 (2022) - 2021
- [j16]Nicola Landro, Ignazio Gallo, Riccardo La Grassa:
Combining Optimization Methods Using an Adaptive Meta Optimizer. Algorithms 14(6): 186 (2021) - [j15]Nicola Landro, Ignazio Gallo, Riccardo La Grassa:
Is One Teacher Model Enough to Transfer Knowledge to a Student Model? Algorithms 14(11): 334 (2021) - [j14]Riccardo La Grassa, Ignazio Gallo, Nicola Landro:
Learn class hierarchy using convolutional neural networks. Appl. Intell. 51(10): 6622-6632 (2021) - [j13]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): 483 (2021) - [c63]Riccardo La Grassa, Ignazio Gallo, Nicola Landro:
EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task. CAIP (1) 2021: 393-402 - [c62]Riccardo La Grassa, Ignazio Gallo, Calogero Vetro, Nicola Landro:
Learning to Navigate in the Gaussian Mixture Surface. CAIP (1) 2021: 414-423 - [c61]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: 1682-1691 - 2020
- [c60]Riccardo La Grassa, Ignazio Gallo, Nicola Landro:
Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data. DICTA 2020: 1-7 - [c59]Ignazio Gallo, Shah Nawaz, Nicola Landro, Riccardo La Grassa:
Visual Word Embedding for Text Classification. ICPR Workshops (6) 2020: 339-352 - [c58]Ignazio Gallo, Gabriele Magistrali, Nicola Landro, Riccardo La Grassa:
Improving the Efficient Neural Architecture Search via Rewarding Modifications. IVCNZ 2020: 1-6 - [c57]Ignazio Gallo, Gianmarco Ria, Nicola Landro, Riccardo La Grassa:
Image and Text fusion for UPMC Food-101 using BERT and CNNs. IVCNZ 2020: 1-6 - [i19]Riccardo La Grassa, Ignazio Gallo, Nicola Landro:
OCmst: One-class Novelty Detection using Convolutional Neural Network and Minimum Spanning Trees. CoRR abs/2003.13524 (2020) - [i18]Riccardo La Grassa, Ignazio Gallo, Nicola Landro:
Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data. CoRR abs/2004.02273 (2020) - [i17]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 abs/2004.13780 (2020) - [i16]Nicola Landro, Ignazio Gallo, Riccardo La Grassa:
Can a powerful neural network be a teacher for a weaker neural network? CoRR abs/2005.00393 (2020) - [i15]Riccardo La Grassa, Ignazio Gallo, Nicola Landro:
Learn Class Hierarchy using Convolutional Neural Networks. CoRR abs/2005.08622 (2020) - [i14]Riccardo La Grassa, Ignazio Gallo, Nicola Landro:
σ2R Loss: a Weighted Loss by Multiplicative Factors using Sigmoidal Functions. CoRR abs/2009.08796 (2020) - [i13]Nicola Landro, Ignazio Gallo, Riccardo La Grassa:
Mixing ADAM and SGD: a Combined Optimization Method. CoRR abs/2011.08042 (2020)
2010 – 2019
- 2019
- [c56]Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene:
Binary Classification Using Pairs of Minimum Spanning Trees or N-Ary Trees. CAIP (2) 2019: 365-376 - [c55]Alessandro Calefati, Ignazio Gallo, Shah Nawaz:
Reading Meter Numbers in the Wild. DICTA 2019: 1-6 - [c54]Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Riccardo La Grassa, Nicola Landro:
Picture What You Read. DICTA 2019: 1-7 - [c53]Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene:
A Classification Methodology Based on Subspace Graphs Learning. DICTA 2019: 1-8 - [c52]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: 1-7 - [c51]Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait:
Do Cross Modal Systems Leverage Semantic Relationships? ICCV Workshops 2019: 4501-4510 - [c50]Omer Arshad, Ignazio Gallo, Shah Nawaz, Alessandro Calefati:
Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition. ICDAR 2019: 337-342 - [c49]Shah Nawaz, Alessandro Calefati, Moreno Caraffini, Nicola Landro, Ignazio Gallo:
Are These Birds Similar: Learning Branched Networks for Fine-grained Representations. IVCNZ 2019: 1-5 - [i12]Omer Arshad, Ignazio Gallo, Shah Nawaz, Alessandro Calefati:
Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition. CoRR abs/1904.01356 (2019) - [i11]Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene:
Binary Classification using Pairs of Minimum Spanning Trees or N-ary Trees. CoRR abs/1906.06090 (2019) - [i10]Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait:
Do Cross Modal Systems Leverage Semantic Relationships? CoRR abs/1909.01976 (2019) - [i9]Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene:
A Classification Methodology based on Subspace Graphs Learning. CoRR abs/1909.04078 (2019) - [i8]Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Riccardo La Grassa, Nicola Landro:
Picture What you Read. CoRR abs/1909.05663 (2019) - [i7]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 abs/1909.08685 (2019) - 2018
- [c48]Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua:
Git Loss for Deep Face Recognition. BMVC 2018: 313 - [c47]Shah Nawaz, Alessandro Calefati, Nisar Ahmed, Ignazio Gallo:
Hand Written Characters Recognition via Deep Metric Learning. DAS 2018: 417-422 - [c46]Ignazio Gallo, Alessandro Calefati, Shah Nawaz, Muhammad Kamran Janjua:
Image and Encoded Text Fusion for Multi-Modal Classification. DICTA 2018: 1-7 - [c45]Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Gabriele Piccoli:
A Pipeline to Improve Face Recognition Datasets and Applications. IVCNZ 2018: 1-6 - [c44]Pierluigi Gallo, Ignazio Gallo:
E-Fairs: a Cyber-Physical System for Aggregation and Economy of Scale in e-Commerce. RTSI 2018: 1-6 - [i6]Shah Nawaz, Muhammad Kamran Janjua, Alessandro Calefati, Ignazio Gallo:
Revisiting Cross Modal Retrieval. CoRR abs/1807.07364 (2018) - [i5]Alessandro Calefati, Muhammad Kamran Janjua, Shah Nawaz, Ignazio Gallo:
Git Loss for Deep Face Recognition. CoRR abs/1807.08512 (2018) - [i4]Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua, Ignazio Gallo:
Seeing Colors: Learning Semantic Text Encoding for Classification. CoRR abs/1808.10822 (2018) - [i3]Ignazio Gallo, Alessandro Calefati, Shah Nawaz, Muhammad Kamran Janjua:
Image and Encoded Text Fusion for Multi-Modal Classification. CoRR abs/1810.02001 (2018) - [i2]Muhammad Kamran Janjua, Shah Nawaz, Alessandro Calefati, Ignazio Gallo:
Learning Inward Scaled Hypersphere Embedding: Exploring Projections in Higher Dimensions. CoRR abs/1810.07037 (2018) - 2017
- [c43]Ignazio Gallo, Shah Nawaz, Alessandro Calefati:
Semantic Text Encoding for Text Classification Using Convolutional Neural Networks. WML@ICDAR 2017: 16-21 - [c42]Ignazio Gallo, Alessandro Calefati, Shah Nawaz:
Multimodal Classification Fusion in Real-World Scenarios. WML@ICDAR 2017: 36-41 - [i1]Pierluigi Gallo, Francesco Randazzo, Ignazio Gallo:
e-Fair: Aggregation in e-Commerce for Exploiting Economies of Scale. CoRR abs/1711.02661 (2017) - 2016
- [c41]Ignazio Gallo, Lucia Noce, Alessandro Zamberletti, Alessandro Calefati:
Deep Neural Networks for Page Stream Segmentation and Classification. DICTA 2016: 1-7 - [c40]Alessandro Calefati, Ignazio Gallo, Alessandro Zamberletti, Lucia Noce:
Using Convolutional Neural Networks for Content Extraction from Online Flyers. DocEng 2016: 127-130 - [c39]Lucia Noce, Ignazio Gallo, Alessandro Zamberletti, Alessandro Calefati:
Embedded Textual Content for Document Image Classification with Convolutional Neural Networks. DocEng 2016: 165-173 - [c38]Lucia Noce, Ignazio Gallo, Alessandro Zamberletti, Alessandro Calefati:
A Query and Product Suggestion Method for Price Comparison Search Engines. WEBIST (Revised Selected Papers) 2016: 1-14 - [c37]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: 17-24 - 2015
- [j12]Lucia Noce, Ignazio Gallo, Alessandro Zamberletti:
Combining Textual and Visual Features to Identify Anomalous User-Generated Content. Int. J. Comput. Linguistics Appl. 6(2): 159-175 (2015) - [j11]Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Lucia Noce:
Neural 1D Barcode Detection Using the Hough Transform. Inf. Media Technol. 10(1): 157-165 (2015) - [j10]Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Lucia Noce:
Neural 1D Barcode Detection Using the Hough Transform. IPSJ Trans. Comput. Vis. Appl. 7: 1-9 (2015) - [c36]Alessandro Zamberletti, Ignazio Gallo, Lucia Noce:
Augmented text character proposals and convolutional neural networks for text spotting from scene images. ACPR 2015: 196-200 - [c35]Ignazio Gallo, Alessandro Zamberletti, Lucia Noce:
Content Extraction from Marketing Flyers. CAIP (1) 2015: 325-336 - [c34]Ignazio Gallo, Alessandro Zamberletti, Lucia Noce:
Robust Angle Invariant GAS Meter Reading. DICTA 2015: 1-7 - 2014
- [j9]Simone Albertini, Alessandro Zamberletti, Ignazio Gallo:
Unsupervised feature learning for sentiment classification of short documents. J. Lang. Technol. Comput. Linguistics 29(1): 1-15 (2014) - [c33]Alessandro Zamberletti, Lucia Noce, Ignazio Gallo:
Text Localization Based on Fast Feature Pyramids and Multi-Resolution Maximally Stable Extremal Regions. ACCV Workshops (2) 2014: 91-105 - [c32]Ignazio Gallo, Alessandro Zamberletti, Simone Albertini, Lucia Noce:
High Entropy Ensembles for Holistic Figure-ground Segmentation. BMVC 2014 - [c31]Ignazio Gallo, Alessandro Zamberletti, Lucia Noce:
Interactive Object Class Segmentation for Mobile Devices. SIBGRAPI 2014: 73-79 - [c30]Lucia Noce, Alessandro Zamberletti, Ignazio Gallo, Gabriele Piccoli, Joaquin Alfredo Rodriguez:
Automatic Prediction of Future Business Conditions. PolTAL 2014: 371-383 - 2013
- [j8]Marco Vanetti, Ignazio Gallo, Angelo Nodari:
GAS meter reading from real world images using a multi-net system. Pattern Recognit. Lett. 34(5): 519-526 (2013) - [c29]Alessandro Zamberletti, Ignazio Gallo, Simone Albertini:
Robust Angle Invariant 1D Barcode Detection. ACPR 2013: 160-164 - [c28]Angelo Nodari, Marco Vanetti, Ignazio Gallo:
Visual Attribute Extraction Using Human Pose Estimation. IbPRIA 2013: 350-357 - [c27]Ignazio Gallo, Marco Vanetti, Simone Albertini, Angelo Nodari:
Multi-net System Configuration for Visual Object Segmentation by Error Backpropagation. IbPRIA 2013: 468-475 - [c26]Marco Vanetti, Ignazio Gallo, Angelo Nodari:
Unsupervised Feature Learning using Self-organizing Maps. VISAPP (1) 2013: 596-601 - 2012
- [c25]Alessandro Zamberletti, Ignazio Gallo, Simone Albertini, Marco Vanetti, Angelo Nodari:
Classification of Segmented Objects through a Multi-net Approach. ANNPR 2012: 151-162 - [c24]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: 1-6 - [c23]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 - [c22]Marco Vanetti, Ignazio Gallo, Angelo Nodari:
Unsupervised self-organizing texture descriptor. CompIMAGE 2012: 121-126 - [c21]Angelo Nodari, Ignazio Gallo, Marco Vanetti:
Automatic visual attributes extraction from web offers images. CompIMAGE 2012: 127-132 - [c20]Roberto Zanon, Simone Albertini, Moreno Carullo, Ignazio Gallo:
A New Query Suggestion Algorithm for Taxonomy-based Search Engines. KDIR 2012: 151-156 - [c19]Angelo Nodari, Marco Vanetti, Ignazio Gallo:
Digital privacy: Replacing pedestrians from Google Street View images. ICPR 2012: 2889-2893 - [c18]Simone Albertini, Ignazio Gallo, Marco Vanetti, Angelo Nodari:
Learning Object Segmentation using a Multi Network Segment Classification Approach. VISAPP (1) 2012: 521-530 - 2011
- [c17]Ignazio Gallo, Angelo Nodari, Marco Vanetti:
Object Segmentation Using Multiple Neural Networks for Commercial Offers Visual Search. EANN/AIAI (1) 2011: 209-218 - [c16]Angelo Nodari, Ignazio Gallo:
A Multi-Neural Network Approach to Image Detection and Segmentation of Gas Meter Counter. MVA 2011: 239-242 - [c15]Ignazio Gallo, Angelo Nodari:
Learning Object Detection using Multiple Neural Networks. VISAPP 2011: 131-136 - [c14]Valentina Pedoia, Ignazio Gallo, Elisabetta Binaghi:
Affine SPHARM Registration - Neural Estimation of Affine Transformation in Spherical Domain. VISAPP 2011: 197-200 - 2010
- [c13]Alessandro Zamberletti, Ignazio Gallo, Moreno Carullo, Elisabetta Binaghi:
Neural Image Restoration for Decoding 1-D Barcodes using Common Camera Phones. VISAPP (1) 2010: 5-11 - [c12]Alessandro Zamberletti, Ignazio Gallo, Moreno Carullo, Elisabetta Binaghi:
Decoding 1-D Barcode from Degraded Images Using a Neural Network. VISIGRAPP (Selected Papers) 2010: 45-55
2000 – 2009
- 2009
- [j7]Ignazio Gallo, Elisabetta Binaghi, Mario Raspanti:
Semi-blind image restoration using a local neural approach. Neurocomputing 73(1-3): 389-396 (2009) - [j6]Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo:
An online document clustering technique for short web contents. Pattern Recognit. Lett. 30(10): 870-876 (2009) - [c11]Marco Vanetti, Ignazio Gallo, Elisabetta Binaghi:
Dense Two-Frame Stereo Correspondence by Self-organizing Neural Network. ICIAP 2009: 1035-1042 - [c10]Ignazio Gallo, Elisabetta Binaghi:
Assigning Automatic Regularization Parameters in Image Restoration. VISAPP (1) 2009: 74-77 - [c9]Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo:
Soft Categorization and Annotation of Images with Radial Basis Function Networks. VISAPP (2) 2009: 309-314 - 2008
- [j5]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): 256-271 (2008) - [j4]Ignazio Gallo, Elisabetta Binaghi, Mario Raspanti:
Neural disparity computation for dense two-frame stereo correspondence. Pattern Recognit. Lett. 29(5): 673-687 (2008) - [c8]Ignazio Gallo, Elisabetta Binaghi, Moreno Carullo, Nicola Lamberti:
Named Entity Recognition by Neural Sliding Window. Document Analysis Systems 2008: 567-573 - [c7]Moreno Carullo, Elisabetta Binaghi, Ignazio Gallo, Nicola Lamberti:
Clustering of short commercial documents for the web. ICPR 2008: 1-4 - 2007
- [c6]Ignazio Gallo, Elisabetta Binaghi:
Information Extraction and Classification from Free Text Using a Neural Approach. CIARP 2007: 921-929 - [c5]Ignazio Gallo, Elisabetta Binaghi, A. Macchi:
Adaptive image restoration using a local neural approach. VISAPP (1) 2007: 161-164 - 2006
- [c4]Ignazio Gallo, Elisabetta Binaghi:
Dense Stereo Matching with Growing Aggregation and Neural Learning. VISIGRAPP (Selected Papers) 2006: 343-353 - 2005
- [c3]Elisabetta Binaghi, Ignazio Gallo, Mirco Boschetti, Pietro Alessandro Brivio:
A Neural Adaptive Algorithm for Feature Selection and Classification of High Dimensionality Data. ICIAP 2005: 753-760 - 2004
- [j3]Elisabetta Binaghi, Ignazio Gallo, Giuseppe Marino, Mario Raspanti:
Neural adaptive stereo matching. Pattern Recognit. Lett. 25(15): 1743-1758 (2004) - [c2]Alberto Coen-Porisini, Ignazio Gallo, Antonella Zanzi:
Designing and Enacting Simulations Using Distributed Components. ISCIS 2004: 706-717 - 2003
- [j2]Elisabetta Binaghi, Ignazio Gallo, Monica Pepe:
A cognitive pyramid for contextual classification of remote sensing images. IEEE Trans. Geosci. Remote. Sens. 41(12): 2906-2922 (2003) - 2002
- [c1]Elisabetta Binaghi, Ignazio Gallo, Monica Pepe, Pietro Alessandro Brivio, Sergio Musazzi, Alessandra Bassini:
Neural classification of high resolution remote sensing imagery for power transmission lines surveillance. IGARSS 2002: 500-502 - 2000
- [j1]Elisabetta Binaghi, Ignazio Gallo, Paolo Madella:
A neural model for fuzzy Dempster-Shafer classifiers. Int. J. Approx. Reason. 25(2): 89-121 (2000)
Coauthor Index
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