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Angelo Genovese
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- affiliation (PhD 2014): University of Milan, University of Milan, University of Milan
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Books and Theses
- 2014
- [b1]Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Touchless Palmprint Recognition Systems. Advances in Information Security 60, Springer 2014, ISBN 978-3-319-10364-8, pp. 1-203
Journal Articles
- 2024
- [j28]Mulualem Bitew Anley, Angelo Genovese, Davide Agostinello, Vincenzo Piuri:
Robust DDoS attack detection with adaptive transfer learning. Comput. Secur. 144: 103962 (2024) - [j27]Chaoyun Mai, Yibo Wu, Yikui Zhai, Hao Quan, Jianhong Zhou, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
DBCG-Net: Dual Branch Calibration Guided Deep Network for UAV Images Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 7932-7945 (2024) - [j26]Ying Xu, Qirui Ke, Ziyi Jiang, Yikui Zhai, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Antenna Parameter Measurement Network With Dual Attention and Focus Loss Using UAV. IEEE Trans. Artif. Intell. 5(4): 1743-1754 (2024) - [j25]Ying Xu, Zhangzhao Liang, Yanyang Liang, Xinru Li, Wenfeng Pan, Jie You, Zhihao Long, Yikui Zhai, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Data-Driven Container Marking Detection and Recognition System With an Open Large-Scale Scene Text Dataset. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3368-3381 (2024) - [j24]Zilu Ying, Zijun Tan, Yikui Zhai, Xudong Jia, Wenba Li, Junying Zeng, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
DGMA2-Net: A Difference-Guided Multiscale Aggregation Attention Network for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j23]Zilu Ying, Tingfeng Xian, Yikui Zhai, Xudong Jia, Hongsheng Zhang, Jiahao Pan, Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
DS-HyFA-Net: A Deeply Supervised Hybrid Feature Aggregation Network With Multiencoders for Change Detection in High-Resolution Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j22]Ziyi Jiang, Yikui Zhai, Feng Ke, Jianhong Zhou, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Learning to Count Arbitrary Industrial Manufacturing Workpieces. IEEE Trans. Ind. Informatics 20(5): 7719-7731 (2024) - [j21]Zilu Ying, Jianhong Zhou, Yikui Zhai, Hao Quan, Wenba Li, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Large-Scale High-Altitude UAV-Based Vehicle Detection via Pyramid Dual Pooling Attention Path Aggregation Network. IEEE Trans. Intell. Transp. Syst. 25(10): 14426-14444 (2024) - 2023
- [j20]Angelo Genovese, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti:
DL4ALL: Multi-Task Cross-Dataset Transfer Learning for Acute Lymphoblastic Leukemia Detection. IEEE Access 11: 65222-65237 (2023) - [j19]Chuanbo Qin, Bin Zheng, Junying Zeng, Zhuyuan Chen, Yikui Zhai, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Dynamically aggregating MLPs and CNNs for skin lesion segmentation with geometry regularization. Comput. Methods Programs Biomed. 238: 107601 (2023) - [j18]Francesco Rundo, Sabrina Conoci, Sebastiano Battiato, Carmelo Pino, Massimo Villari, Angelo Genovese, Stefanos D. Kollias, Konstantinos N. Plataniotis:
Editorial: Deep neural computing for advanced automotive system applications. Frontiers Comput. Sci. 5 (2023) - [j17]Yikui Zhai, Jinrui Liao, Bing Sun, Ziyi Jiang, Zilu Ying, Wenqi Wang, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Dual Consistency Alignment Based Self-Supervised Learning for SAR Target Recognition With Speckle Noise Resistance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3915-3928 (2023) - [j16]Tianlei Wang, Zeliang Li, Ying Xu, Jiacong Chen, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Few-Shot Steel Surface Defect Recognition via Self-Supervised Teacher-Student Model With Min-Max Instances Similarity. IEEE Trans. Instrum. Meas. 72: 1-16 (2023) - [j15]Ying Xu, Jiacong Chen, Yanyang Liang, Yikui Zhai, Zilu Ying, Wenlve Zhou, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Flexible and Diverse Contrastive Learning for Steel Surface Defect Recognition With Few Labeled Samples. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j14]Carmelo Pino, Alessandro Sitta, Giulia Castagnolo, Angelo Alberto Messina, Salvatore Coffa, Michele Calabretta, Fabio Scotti, Angelo Genovese, Vincenzo Piuri, Concetto Spampinato, Francesco Rundo:
Intelligent Traction Inverter in Next Generation Electric Vehicles: The Health Monitoring of Silicon-Carbide Power Modules. IEEE Trans. Intell. Veh. 8(12): 4734-4753 (2023) - 2022
- [j13]Mohanad Abukmeil, Stefano Ferrari, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
A Survey of Unsupervised Generative Models for Exploratory Data Analysis and Representation Learning. ACM Comput. Surv. 54(5): 99:1-99:40 (2022) - 2021
- [j12]Mauro Barni, Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Iris Deidentification With High Visual Realism for Privacy Protection on Websites and Social Networks. IEEE Access 9: 131995-132010 (2021) - [j11]Angelo Genovese, Mel W. Siegel:
IMS Technical Committee TC-22: Intelligent Measurement Systems. IEEE Instrum. Meas. Mag. 24(8): 14-17 (2021) - [j10]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti, Sarvesh Vishwakarma:
I-SOCIAL-DB: A labeled database of images collected from websites and social media for Iris recognition. Image Vis. Comput. 105: 104058 (2021) - [j9]Dilara Gumusbas, Tulay Yildirim, Angelo Genovese, Fabio Scotti:
A Comprehensive Survey of Databases and Deep Learning Methods for Cybersecurity and Intrusion Detection Systems. IEEE Syst. J. 15(2): 1717-1731 (2021) - 2020
- [j8]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
A Decision Support System for Wind Power Production. IEEE Trans. Syst. Man Cybern. Syst. 50(1): 290-304 (2020) - 2019
- [j7]Angelo Genovese, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti:
PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition. IEEE Trans. Inf. Forensics Secur. 14(12): 3160-3174 (2019) - [j6]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti:
3-D Granulometry Using Image Processing. IEEE Trans. Ind. Informatics 15(3): 1251-1264 (2019) - 2018
- [j5]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti:
A novel pore extraction method for heterogeneous fingerprint images using Convolutional Neural Networks. Pattern Recognit. Lett. 113: 58-66 (2018) - 2016
- [j4]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Biometric Recognition in Automated Border Control: A Survey. ACM Comput. Surv. 49(2): 24:1-24:39 (2016) - [j3]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Computational Intelligence for Biometric Applications: a Survey. Int. J. Comput. 15: 40-49 (2016) - [j2]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Toward Unconstrained Fingerprint Recognition: A Fully Touchless 3-D System Based on Two Views on the Move. IEEE Trans. Syst. Man Cybern. Syst. 46(2): 202-219 (2016) - 2013
- [j1]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Wildfire Smoke Detection Using Computational Intelligence Techniques Enhanced With Synthetic Smoke Plume Generation. IEEE Trans. Syst. Man Cybern. Syst. 43(4): 1003-1012 (2013)
Conference and Workshop Papers
- 2023
- [c42]Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Francesco Rundo, Fabio Scotti:
Tree-based Optimization for Image-to-Image Translation with Imbalanced Datasets on the Edge. CIVEMSA 2023: 1-6 - [c41]Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
ALL-IDB Patches: Whole Slide Imaging For Acute Lymphoblastic Leukemia Detection Using Deep Learning. ICASSP Workshops 2023: 1-5 - [c40]Pasquale Coscia, Angelo Genovese, Fabio Scotti, Vincenzo Piuri:
Applications and Limits of Image-to-Image Translation Models. DSP 2023: 1-5 - [c39]Pasquale Coscia, Angelo Genovese, Fabio Scotti, Vincenzo Piuri:
Adversarial Defect Synthesis for Industrial Products in Low Data Regime. ICIP 2023: 1360-1364 - [c38]Davide Agostinello, Angelo Genovese, Vincenzo Piuri:
Anomaly-Based Intrusion Detection System for DDoS Attack with Deep Learning Techniques. SECRYPT 2023: 267-275 - 2022
- [c37]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Touchless Palmprint and Fingerprint Recognition. Honoring Professor Mohammad S. Obaidat 2022: 267-298 - [c36]Angelo Genovese:
ALLNet: Acute Lymphoblastic Leukemia Detection Using Lightweight Convolutional Networks. CIVEMSA 2022: 1-6 - [c35]Angelo Genovese, Xhuliano Bushi, Lorenzo D'Antiga, Milena Lazzaroni, Gabriele Mawi, Emanuele Nicastro, Vincenzo Piuri, Andrea Scocciolini, Fabio Scotti, Andrea Tomarelli, Tommaso Vicarelli:
Biliary Atresia Detection Using Color Clustering and Nearest Neighbor Classification: A User Interactive Approach. CIVEMSA 2022: 1-5 - [c34]Angelo Genovese, Vera Bernardoni, Vincenzo Piuri, Fabio Scotti, Francesca Tessore:
Photovoltaic Energy Prediction for New-Generation Cells with Limited Data: A Transfer Learning Approach. I2MTC 2022: 1-6 - [c33]Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis:
Histokt: Cross Knowledge Transfer in Computational Pathology. ICASSP 2022: 1276-1280 - [c32]Mohanad Abukmeil, Stefano Ferrari, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Grad2VAE: An Explainable Variational Autoencoder Model Based on Online Attentions Preserving Curvatures of Representations. ICIAP (1) 2022: 670-681 - 2021
- [c31]Angelo Genovese, Mahdi S. Hosseini, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti:
Histopathological Transfer Learning for Acute Lymphoblastic Leukemia Detection. CIVEMSA 2021: 1-6 - [c30]Angelo Genovese, Mahdi S. Hosseini, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti:
Acute Lymphoblastic Leukemia Detection Based on Adaptive Unsharpening and Deep Learning. ICASSP 2021: 1205-1209 - [c29]Francesco Rundo, Angelo Genovese, Roberto Leotta, Fabio Scotti, Vincenzo Piuri, Sebastiano Battiato:
Advanced 3D Deep Non-Local Embedded System for Self-Augmented X-Ray-based COVID-19 Assessment. ICCVW 2021: 423-432 - [c28]Angelo Genovese, Vincenzo Piuri, Francesco Rundo, Fabio Scotti, Concetto Spampinato:
Driver Attention Assistance by Pedestrian/Cyclist Distance Estimation from a Single RGB Image: A CNN-based Semantic Segmentation Approach. ICIT 2021: 875-880 - [c27]Francesco Rundo, Roberto Leotta, Francesca Trenta, Giovanni Bellitto, Federica Proietto Salanitri, Vincenzo Piuri, Angelo Genovese, Ruggero Donida Labati, Fabio Scotti, Concetto Spampinato, Sebastiano Battiato:
Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving. IMPROVE 2021: 81-90 - 2020
- [c26]Mohanad Abukmeil, Stefano Ferrari, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
On Approximating the Non-negative Rank: Applications to Unsupervised Image Reduction. CIVEMSA 2020: 1-6 - [c25]Mohanad Abukmeil, Stefano Ferrari, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Unsupervised Learning From Limited Available Data by β-NMF and Dual Autoencoder. ICIP 2020: 81-85 - 2019
- [c24]Angelo Genovese, Vincenzo Piuri, Fabio Scotti, Sarvesh Vishwakarma:
Touchless Palmprint and Finger Texture Recognition: A Deep Learning Fusion Approach. CIVEMSA 2019: 1-6 - [c23]Yang Cai, Angelo Genovese, Vincenzo Piuri, Fabio Scotti, Mel W. Siegel:
IoT-based Architectures for Sensing and Local Data Processing in Ambient Intelligence: Research and Industrial Trends. I2MTC 2019: 1-6 - [c22]Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Towards Explainable Face Aging with Generative Adversarial Networks. ICIP 2019: 3806-3810 - 2018
- [c21]Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti:
Advanced Biometric Technologies: Emerging Scenarios and Research Trends. From Database to Cyber Security 2018: 324-352 - [c20]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Towards the Prediction of Renewable Energy Unbalance in Smart Grids. RTSI 2018: 1-5 - 2017
- [c19]Abhinav Anand, Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti:
Age estimation based on face images and pre-trained convolutional neural networks. SSCI 2017: 1-7 - 2016
- [c18]Abhinav Anand, Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Enhancing the Performance of Multimodal Automated Border Control Systems. BIOSIG 2016: 353-360 - [c17]Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Towards touchless pore fingerprint biometrics: A neural approach. CEC 2016: 4265-4272 - [c16]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Analyzing images in frequency domain to estimate the quality of wood particles in OSB production. CIVEMSA 2016: 1-6 - [c15]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Computational intelligence for industrial and environmental applications. IEEE Conf. on Intelligent Systems 2016: 8-14 - [c14]Abhinav Anand, Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Enhancing fingerprint biometrics in Automated Border Control with adaptive cohorts. SSCI 2016: 1-8 - 2015
- [c13]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Automated Border Control Systems: Biometric Challenges and Research Trends. ICISS 2015: 11-20 - [c12]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Advanced design of Automated Border Control gates: Biometric system techniques and research trends. ISSE 2015: 412-419 - [c11]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Improving OSB wood panel production by vision-based systems for granulometric estimation. RTSI 2015: 557-562 - [c10]Ruggero Donida Labati, Angelo Genovese, Enrique Muñoz Ballester, Vincenzo Piuri, Fabio Scotti, Gianluca Sforza:
Automatic Classification of Acquisition Problems Affecting Fingerprint Images in Automated Border Controls. SSCI 2015: 354-361 - 2013
- [c9]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Contactless fingerprint recognition: A neural approach for perspective and rotation effects reduction. CIBIM 2013: 22-30 - [c8]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Accurate 3D fingerprint virtual environment for biometric technology evaluations and experiment design. CIVEMSA 2013: 43-48 - [c7]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
A virtual environment for the simulation of 3D wood strands in multiple view systems for the particle size measurements. CIVEMSA 2013: 162-167 - 2012
- [c6]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Two-view contactless fingerprint acquisition systems: A case study for clay artworks. BioMS 2012: 1-8 - [c5]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Low-cost volume estimation by two-view acquisitions: A computational intelligence approach. IJCNN 2012: 1-8 - [c4]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Quality measurement of unwrapped three-dimensional fingerprints: A neural networks approach. IJCNN 2012: 1-8 - [c3]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Virtual environment for 3-D synthetic fingerprints. VECIMS 2012: 48-53 - 2011
- [c2]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Fast 3-D fingertip reconstruction using a single two-view structured light acquisition. BioMS 2011: 1-8 - [c1]Angelo Genovese, Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti:
Virtual environment for synthetic smoke clouds generation. VECIMS 2011: 32-37
Parts in Books or Collections
- 2019
- [p2]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
A Scheme for Fingerphoto Recognition in Smartphones. Selfie Biometrics 2019: 49-66 - 2012
- [p1]Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Iris Segmentation: State of the Art and Innovative Methods. Cross Disciplinary Biometric Systems 2012: 151-182
Informal and Other Publications
- 2022
- [i1]Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis:
HistoKT: Cross Knowledge Transfer in Computational Pathology. CoRR abs/2201.11246 (2022)
Coauthor Index
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