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ORCIDPierluigi Carcagnì
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2020 – today
- 2024
[j15]Marco Del Coco, Marco Leo, Pierluigi Carcagnì:
Machine Learning for Smart Irrigation in Agriculture: How Far along Are We? Inf. 15(6): 306 (2024)- 2023
- [j14]Danila Germanese, Sara Colantonio, Marco Del Coco, Pierluigi Carcagnì, Marco Leo:
Computer Vision Tasks for Ambient Intelligence in Children's Health. Inf. 14(10): 548 (2023) - [j13]Pierluigi Carcagnì, Marco Leo, Marco Del Coco, Cosimo Distante, Andrea De Salve:
Convolution Neural Networks and Self-Attention Learners for Alzheimer Dementia Diagnosis from Brain MRI. Sensors 23(3): 1694 (2023) - [j12]Pierluigi Carcagnì
, Marco Leo, Luca Signore, Cosimo Distante:
An Investigation about Modern Deep Learning Strategies for Colon Carcinoma Grading. Sensors 23(9): 4556 (2023) - [c26]Teresa Cacace, Marco Del Coco, Pierluigi Carcagnì, Mariacristina Cocca, Melania Paturzo, Cosimo Distante:
HMPD: A Novel Dataset for Microplastics Classification with Digital Holography. ICIAP (2) 2023: 123-133 - [c25]Pierluigi Carcagnì, Marco Leo, Luca Signore, Cosimo Distante:
Medical Transformers for Boosting Automatic Grading of Colon Carcinoma in Histological Images. ICIAP (1) 2023: 135-146 - 2022
- [j11]Marco Leo, Giuseppe Massimo Bernava, Pierluigi Carcagnì, Cosimo Distante:
Video-Based Automatic Baby Motion Analysis for Early Neurological Disorder Diagnosis: State of the Art and Future Directions. Sensors 22(3): 866 (2022) - [c24]Pierluigi Carcagnì, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante:
A Lightweight Model for Satellite Pose Estimation. ICIAP (1) 2022: 3-14 - [c23]Giuseppe Massimo Bernava, Marco Leo, Pierluigi Carcagnì, Cosimo Distante:
An Advanced Tool for Semi-automatic Annotation for Early Screening of Neurodevelopmental Disorders. ICIAP Workshops 2022: 154-164 - 2020
- [j10]Vittorio Bianco, Pasquale Memmolo, Pierluigi Carcagnì, Francesco Merola, Melania Paturzo, Cosimo Distante, Pietro Ferraro:
Microplastic Identification via Holographic Imaging and Machine Learning. Adv. Intell. Syst. 2(2): 1900153 (2020) - [j9]Benito Taccardi, Piercosimo Rametta, Pierluigi Carcagnì, Marco Leo, Cosimo Distante, Luigi Patrono:
An innovative AAL system based on neural networks and IoT-aware technologies to improve the quality of life in elderly people. Int. J. Intell. Syst. Technol. Appl. 19(6): 589-617 (2020) - [j8]Marco Leo, Pierluigi Carcagnì, Pier Luigi Mazzeo, Paolo Spagnolo, Dario Cazzato, Cosimo Distante:
Analysis of Facial Information for Healthcare Applications: A Survey on Computer Vision-Based Approaches. Inf. 11(3): 128 (2020) - [j7]Pier Luigi Mazzeo, Paolo Spagnolo, Marco Leo, Pierluigi Carcagnì, Marco Del Coco, Cosimo Distante:
Dense descriptor for visual tracking and robust update model strategy. J. Ambient Intell. Humaniz. Comput. 11(8): 3089-3099 (2020) - [j6]Pasquale Memmolo, Pierluigi Carcagnì, Vittorio Bianco, Francesco Merola, Andouglas Gonçalves da Silva Silva Junior, Luiz Marcos Garcia Gonçalves, Pietro Ferraro, Cosimo Distante:
Learning Diatoms Classification from a Dry Test Slide by Holographic Microscopy. Sensors 20(21): 6353 (2020) - [c22]Marco Leo, Pierluigi Carcagnì, Cosimo Distante:
A Systematic Investigation on end-to-end Deep Recognition of Grocery Products in the Wild. ICPR 2020: 7234-7241 - [c21]Pierluigi Carcagnì, Marco Leo, Giuseppe Celeste, Cosimo Distante, Andrea Cuna:
A Systematic Investigation on Deep Architectures for Automatic Skin Lesions Classification. ICPR 2020: 8639-8646
2010 – 2019
- 2019
- [c20]Dario Cazzato, Marco Leo, Pierluigi Carcagnì, Claudio Cimarelli, Holger Voos:
Understanding and Modelling Human Attention for Soft Biometrics Purposes. AIVR 2019: 51-55 - [c19]Dario Cazzato, Marco Leo, Pierluigi Carcagnì, Cosimo Distante, Javier Lorenzo-Navarro, Holger Voos:
Video Indexing Using Face Appearance and Shot Transition Detection. ICCV Workshops 2019: 2611-2618 - [c18]Pierluigi Carcagnì, Marco Leo, Andrea Cuna, Pier Luigi Mazzeo, Paolo Spagnolo, Giuseppe Celeste, Cosimo Distante:
Classification of Skin Lesions by Combining Multilevel Learnings in a DenseNet Architecture. ICIAP (1) 2019: 335-344 - 2018
- [j5]Marco Leo, Pierluigi Carcagnì, Cosimo Distante, Paolo Spagnolo, Pier Luigi Mazzeo, Anna Chiara Rosato, Serena Petrocchi, Chiara Pellegrino, Annalisa Levante, Filomena De Lumè, Flavia Lecciso:
Computational Assessment of Facial Expression Production in ASD Children. Sensors 18(11): 3993 (2018) - [j4]Marco Del Coco, Marco Leo, Pierluigi Carcagnì, Francesca Fama, Letteria Spadaro, Liliana Ruta, Giovanni Pioggia, Cosimo Distante:
Study of Mechanisms of Social Interaction Stimulation in Autism Spectrum Disorder by Assisted Humanoid Robot. IEEE Trans. Cogn. Dev. Syst. 10(4): 993-1004 (2018) - [c17]Siwei Lyu, Ming-Ching Chang, Dawei Du, Wenbo Li, Yi Wei, Marco Del Coco, Pierluigi Carcagnì, Arne Schumann, Bharti Munjal, Dinh-Quoc-Trung Dang, Doo-Hyun Choi, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guna Seetharaman, Jang-Woon Baek, Jong Taek Lee, Kannappan Palaniappan, Kil-Taek Lim, Kiyoung Moon, Kwang-Ju Kim, Lars Sommer, Meltem Brandlmaier, Minsung Kang, Moongu Jeon, Noor M. Al-Shakarji, Oliver Acatay, Pyong-Kun Kim, Sikandar Amin, Thomas Sikora, Tien Ba Dinh, Tobias Senst, Vu-Gia-Hy Che, Young-Chul Lim, Young-min Song, Yun-Su Chung:
UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 2018: 1-6 - [i1]Pierluigi Carcagnì, Andrea Cuna, Cosimo Distante:
A Dense CNN approach for skin lesion classification. CoRR abs/1807.06416 (2018) - 2017
- [c16]Siwei Lyu, Ming-Ching Chang, Dawei Du, Longyin Wen, Honggang Qi, Yuezun Li, Yi Wei, Lipeng Ke, Tao Hu, Marco Del Coco, Pierluigi Carcagnì, Dmitriy Anisimov, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guang Han, Hao Ye, Hong Wang, Kannappan Palaniappan, Koray Ozcan, Li Wang, Liang Wang, Martin Lauer, Nattachai Watcharapinchai, Nenghui Song, Noor M. Al-Shakarji, Shuo Wang, Sikandar Amin, Sitapa Rujikietgumjorn, Tatiana Khanova, Thomas Sikora, Tino Kutschbach, Volker Eiselein, Wei Tian, Xiangyang Xue, Xiaoyi Yu, Yao Lu, Yingbin Zheng, Yongzhen Huang, Yuqi Zhang:
UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 2017: 1-7 - [c15]Marco Del Coco, Marco Leo, Pierluigi Carcagnì, Paolo Spagnolo, Pier Luigi Mazzeo, Giuseppe Massimo Bernava, Flavia Marino, Giovanni Pioggia, Cosimo Distante:
A Computer Vision Based Approach for Understanding Emotional Involvements in Children with Autism Spectrum Disorders. ICCV Workshops 2017: 1401-1407 - [c14]Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante:
Multi-branch CNN for Multi-scale Age Estimation. ICIAP (2) 2017: 234-244 - 2016
- [j3]Dario Cazzato, Andrea Evangelista, Marco Leo, Pierluigi Carcagnì, Cosimo Distante:
A low-cost and calibration-free gaze estimator for soft biometrics: An explorative study. Pattern Recognit. Lett. 82: 196-206 (2016) - [c13]Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante:
Intelligent Vision System for ASD Diagnosis and Assessment. ACIVS 2016: 534-546 - [c12]Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Pier Luigi Mazzeo, Paolo Spagnolo:
Assessment of deep learning for gender classification on traditional datasets. AVSS 2016: 271-277 - [c11]Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante:
A Technological Framework to Support Standardized Protocols for the Diagnosis and Assessment of ASD. ECCV Workshops (2) 2016: 269-284 - [c10]Pier Luigi Mazzeo, Marco Leo, Paolo Spagnolo, Marco Del Coco, Pierluigi Carcagnì, Cosimo Distante:
Robust Probabilistic Logo Detection in Broadcast Videos for Audience Measurement. VAAM/FFER@ICPR 2016: 36-47 - 2015
- [j2]Pierluigi Carcagnì, Marco Del Coco, Dario Cazzato, Marco Leo, Cosimo Distante:
A study on different experimental configurations for age, race, and gender estimation problems. EURASIP J. Image Video Process. 2015: 37 (2015) - [j1]Pierluigi Carcagnì, Dario Cazzato, Marco Del Coco, Pier Luigi Mazzeo, Marco Leo, Cosimo Distante:
Soft Biometrics for a Socially Assistive Robotic Platform. Paladyn J. Behav. Robotics 6(1) (2015) - [c9]Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Cosimo Distante:
A Minimax Framework for Gender Classification Based on Small-Sized Datasets. ACIVS 2015: 415-427 - [c8]Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Cosimo Distante, Giuseppe Massimo Bernava, Giovanni Pioggia, Giuseppe Palestra:
Automatic Emotion Recognition in Robot-Children Interaction for ASD Treatment. ICCV Workshops 2015: 537-545 - [c7]Marco Del Coco, Pierluigi Carcagnì, Giuseppe Palestra, Marco Leo, Cosimo Distante:
Analysis of HOG Suitability for Facial Traits Description in FER Problems. ICIAP (2) 2015: 460-471 - [c6]Giuseppe Palestra, Adriana Pettinicchio, Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Cosimo Distante:
Improved Performance in Facial Expression Recognition Using 32 Geometric Features. ICIAP (2) 2015: 518-528 - 2014
- [c5]Francesco Adamo, Pierluigi Carcagnì, Pier Luigi Mazzeo, Cosimo Distante, Paolo Spagnolo:
TLD and Struck: A Feature Descriptors Comparative Study. AMMDS 2014: 52-63 - [c4]Pierluigi Carcagnì, Dario Cazzato, Marco Del Coco, Cosimo Distante, Marco Leo:
Visual Interaction Including Biometrics Information for a Socially Assistive Robotic Platform. ECCV Workshops (3) 2014: 391-406 - [c3]Pierluigi Carcagnì, Pier Luigi Mazzeo, Cosimo Distante, Paolo Spagnolo, Francesco Adamo, Giovanni Indiveri:
A UAV-Based Visual Tracking Algorithm for Sensible Areas Surveillance. MESAS 2014: 12-19 - [c2]Pierluigi Carcagnì, Dario Cazzato, Marco Del Coco, Marco Leo, Giovanni Pioggia, Cosimo Distante:
Real-Time Gender Based Behavior System for Human-Robot Interaction. ICSR 2014: 74-83 - [c1]Pierluigi Carcagnì, Marco Del Coco, Pier Luigi Mazzeo, Andrea Testa, Cosimo Distante:
Features Descriptors for Demographic Estimation: A Comparative Study. VAAM@ICPR 2014: 66-85
Coauthor Index
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