Short biography

Angelo Genovese was born in Benevento, Italy, on February 19th, 1985. He received the B.Sc., M.Sc., and Ph.D. degrees in Computer Science in 2007, 2010, and 2014 respectively, from Università degli Studi di Milano, Italy. From 2014 to 2019 he was a Postdoctoral Research Fellow and since 2015 he is a member of the Industrial, Environmental, and Biometric Informatics Laboratory (IEBIL) at the Universit√† degli Studi di Milano, Italy. He was a Visiting Researcher at the University of Toronto, ON, Canada from June 2017 to August 2017 and from December 2019 to March 2020. Since 2019 he is Assistant Professor at Università degli Studi di Milano, Italy, Department of Computer Science.

His research interests include signal and image processing, pattern recognition, three-dimensional reconstruction, artificial intelligence technologies, design methodologies, and algorithms for self-adapting systems, applied to industrial and environmental monitoring systems and biometric recognition. In the biometrics field, his focuses are on highly usable touch-based and touchless recognition based on palmprint and fingerprint, as well as recognition based on soft biometric traits.

He is an Associate Editor of the Springer Journal of Ambient Intelligence and Humanized Computing (AIHC) and Elsevier Array. He was a Member of the Editorial Committee for the Elsevier Book Trends in Deep Learning Methodologies. He has served as Program Chair/Co-Chair for the IEEE Int. Conf. on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) (2020, 2019, 2018) and the IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems (EESMS) (2018, 2017).

He is a Member of the IEEE, the IEEE Biometrics Council, the IEEE Computational Intelligence Society Task Force on Deep Learning, and the GRIN (Gruppo di Informatica). He is the Chair of the IEEE Italy Section Systems Council Chapter and the Co-Chair of the IEEE Instrumentation and Measurement Society Technical Commitee TC-22 - Intelligent Measurement Systems.

Articles and books

(With source code, when available)
Towards explainable semantic segmentation for autonomous driving systems
by multi-scale variational attention

in 1st IEEE Int. Conf. on Autonomous Systems (ICAS 2021)
Montreal, Canada, August 11–13, 2021

[Project page] [Code (GitHub)]
Iris deidentification with high visual realism
for privacy protection on websites and social networks

in IEEE Access, September 2021
[Project page] [Code (GitHub)]
A survey of unsupervised generative models
for exploratory data analysis and representation learning

in ACM Computing Surveys, June 2021
Acute Lymphoblastic Leukemia detection
based on adaptive unsharpening and Deep Learning

in 2021 IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP 2021)
Toronto, Canada, June 6–11, 2021

[Project page] [Code (GitHub)]
Histopathological transfer learning
for Acute Lymphoblastic Leukemia detection

in 2021 IEEE Int. Conf. on Computational Intelligence and Virtual Environments
for Measurement Systems and Applications (CIVEMSA 2021), June 18–20, 2021

[Project page] [Code (GitHub)]
A comprehensive survey of databases and Deep Learning methods
for cybersecurity and intrusion detection systems

in IEEE Systems Journal, June 2021
Driver attention assistance by pedestrian/cyclist distance estimation from a single RGB Image:
A CNN-based semantic segmentation approach

in 22nd IEEE Int. Conf. on Industrial Technology (ICIT 2021)
Valencia, Spain, March 10–12, 2021

[Project page]
I-SOCIAL-DB: A labeled database of images collected
from websites and social media for Iris recognition

in Image and Vision Computing, January 2021
[Project page] [Code (GitHub)]
A decision support system for wind power production
in IEEE Trans. on Systems, Man, and Cybernetics: Systems, January 2020
PalmNet: Gabor-PCA Convolutional Networks for touchless palmprint recognition
in IEEE Trans. on Information Forensics and Security, December 2019
Included in the IEEE Biometrics Compendium, Issue 38, November 2019
[Project page] [Code (GitHub)] [Code (IEEE Code Ocean)]
Towards explainable face aging with Generative Adversarial Networks
in 26th IEEE Int. Conf. on Image Processing (ICIP 2019),
Taipei, Taiwan, September 22–25, 2019

[Project page]
Touchless palmprint and finger texture recognition: A Deep Learning fusion approach
in 2019 IEEE Int. Conf. on Computational Intelligence & Virtual Environments
for Measurement Systems and Applications (CIVEMSA 2019), Tianjin, China, June 14–16, 2019

[Project page] [Code (GitHub)] [Demo (GitHub)]
3-D granulometry using image processing
in IEEE Trans. on Industrial Informatics, March 2019
[Project page] [Code (GitHub)]
A novel pore extraction method for heterogeneous fingerprint images
using Convolutional Neural Networks

in Pattern Recognition Letters, October 2018
[Project page]
Age estimation based on face images and pre-trained Convolutional Neural Networks
in 2017 IEEE Symp. on Computational Intelligence for Security and Defense
Applications (CISDA 2017), Honolulu, HI, USA, November 27–30, 2017

[Project page] [Code (GitHub)] [Demo (GitHub)]
Biometric recognition in Automated Border Control: a survey
in ACM Computing Surveys, November 2016
Included in the IEEE Biometrics Council Newsletter, vol. 29, April 2019
[Project page]
Enhancing the performance of multimodal Automated Border Control systems
in 15th Int. Conf. of the Biometrics Special Interest Group (BIOSIG 2016),
Darmstadt, Germany, September 21–23, 2016

[Project page] [Code (GitHub)]
Towards touchless pore fingerprint biometrics: A neural approach
in 2016 IEEE Congress on Evolutionary Computation
(CEC 2016), Vancouver, BC, Canada, July 24–29, 2016

[Project page]
Toward unconstrained fingerprint recognition:
a fully-touchless 3-D system based on two views on the move

in IEEE Trans. on Systems, Man, and Cybernetics: Systems, February 2016
Included in the IEEE Biometrics Compendium, Issue 24, July 2016
[Project page]
Touchless Palmprint Recognition Systems
in Advances in Information Security, Springer, September 2014
[Project page]
Wildfire smoke detection using computational intelligence techniques
enhanced with synthetic smoke plume generation

in IEEE Trans. on Systems, Man, and Cybernetics: Systems, July 2013
[Project page] [Smoke Simulation Code (GitHub)] [Wildfire Detection Code (GitHub)]
Two-view contactless fingerprint acquisition systems: A case study for clay artworks
in 2012 IEEE Workshop on Biometric Measurements and Systems for Security
and Medical Applications (BioMS 2012), Salerno, Italy, September 14, 2012

[Project page]
Low-cost volume estimation by two-view acquisitions:
A computational intelligence approach

in 2012 IEEE-INNS Int. Joint Conf. on Neural Networks
(IJCNN 2012), Brisbane, QLD, Australia, June 10–15, 2012

[Project page] [Code (GitHub)]