Pierluigi Carcagnì

45 papers B 8Misc 1Journal 18Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing Early Detection of Alzheimer's Disease via Vision Transformer Machine Learning Architecture Using MRI Images. Inf. Wided Hechkel, Marco Leo, Pierluigi Carcagnì, Marco Del Coco, Abdelhamid Helali
2025	J	`jnl`	Encoding Holographic Data Into Synthetic Video Streams for Enhanced Microplastic Detection. IEEE Access Paolo Russo, Fabiana Di Ciaccio, Pasquale Santaniello, Teresa Cacace, Pierluigi Carcagnì, Marco Del Coco, Melania Paturzo
2025	Misc	`conf`	Zero-Shot Fibers Detection in Scanning Electron Micrographs. ICIAP Pierluigi Carcagnì, Marco Del Coco, Gennaro Gentile, Mariacristina Cocca, Melania Paturzo, Marco Leo
2024	J	`jnl`	Machine Learning for Smart Irrigation in Agriculture: How Far along Are We? Inf. Marco Del Coco, Marco Leo, Pierluigi Carcagnì
2023	J	`jnl`	An Investigation about Modern Deep Learning Strategies for Colon Carcinoma Grading. Sensors Pierluigi Carcagnì, Marco Leo, Luca Signore, Cosimo Distante
2023	J	`jnl`	Computer Vision Tasks for Ambient Intelligence in Children's Health. Inf. Danila Germanese, Sara Colantonio, Marco Del Coco, Pierluigi Carcagnì, Marco Leo
2023	J	`jnl`	Convolution Neural Networks and Self-Attention Learners for Alzheimer Dementia Diagnosis from Brain MRI. Sensors Pierluigi Carcagnì, Marco Leo, Marco Del Coco, Cosimo Distante, Andrea De Salve
2023	—	`conf`	HMPD: A Novel Dataset for Microplastics Classification with Digital Holography. ICIAP (2) Teresa Cacace, Marco Del Coco, Pierluigi Carcagnì, Mariacristina Cocca, Melania Paturzo, Cosimo Distante
2023	—	`conf`	Medical Transformers for Boosting Automatic Grading of Colon Carcinoma in Histological Images. ICIAP (1) Pierluigi Carcagnì, Marco Leo, Luca Signore, Cosimo Distante
2022	—	`conf`	A Lightweight Model for Satellite Pose Estimation. ICIAP (1) Pierluigi Carcagnì, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante
2022	—	`conf`	An Advanced Tool for Semi-automatic Annotation for Early Screening of Neurodevelopmental Disorders. ICIAP Workshops Giuseppe Massimo Bernava, Marco Leo, Pierluigi Carcagnì, Cosimo Distante
2022	J	`jnl`	Video-Based Automatic Baby Motion Analysis for Early Neurological Disorder Diagnosis: State of the Art and Future Directions. Sensors Marco Leo, Giuseppe Massimo Bernava, Pierluigi Carcagnì, Cosimo Distante
2020	B	`conf`	A Systematic Investigation on Deep Architectures for Automatic Skin Lesions Classification. ICPR Pierluigi Carcagnì, Marco Leo, Giuseppe Celeste, Cosimo Distante, Andrea Cuna
2020	B	`conf`	A Systematic Investigation on end-to-end Deep Recognition of Grocery Products in the Wild. ICPR Marco Leo, Pierluigi Carcagnì, Cosimo Distante
2020	J	`jnl`	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. Benito Taccardi, Piercosimo Rametta, Pierluigi Carcagnì, Marco Leo, Cosimo Distante, Luigi Patrono
2020	J	`jnl`	Analysis of Facial Information for Healthcare Applications: A Survey on Computer Vision-Based Approaches. Inf. Marco Leo, Pierluigi Carcagnì, Pier Luigi Mazzeo, Paolo Spagnolo, Dario Cazzato, Cosimo Distante
2020	J	`jnl`	Dense descriptor for visual tracking and robust update model strategy. J. Ambient Intell. Humaniz. Comput. Pier Luigi Mazzeo, Paolo Spagnolo, Marco Leo, Pierluigi Carcagnì, Marco Del Coco, Cosimo Distante
2020	J	`jnl`	Learning Diatoms Classification from a Dry Test Slide by Holographic Microscopy. Sensors Pasquale Memmolo, Pierluigi Carcagnì, Vittorio Bianco, Francesco Merola, Andouglas Gonçalves da Silva Silva Junior, Luiz Marcos Garcia Gonçalves, Pietro Ferraro, Cosimo Distante
2020	J	`jnl`	Microplastic Identification via Holographic Imaging and Machine Learning. Adv. Intell. Syst. Vittorio Bianco, Pasquale Memmolo, Pierluigi Carcagnì, Francesco Merola, Melania Paturzo, Cosimo Distante, Pietro Ferraro
2019	—	`conf`	Classification of Skin Lesions by Combining Multilevel Learnings in a DenseNet Architecture. ICIAP (1) Pierluigi Carcagnì, Marco Leo, Andrea Cuna, Pier Luigi Mazzeo, Paolo Spagnolo, Giuseppe Celeste, Cosimo Distante
2019	—	`conf`	Understanding and Modelling Human Attention for Soft Biometrics Purposes. AIVR Dario Cazzato, Marco Leo, Pierluigi Carcagnì, Claudio Cimarelli, Holger Voos
2019	—	`conf`	Video Indexing Using Face Appearance and Shot Transition Detection. ICCV Workshops Dario Cazzato, Marco Leo, Pierluigi Carcagnì, Cosimo Distante, Javier Lorenzo-Navarro, Holger Voos
2018	J	`jnl`	A Dense CNN approach for skin lesion classification. CoRR Pierluigi Carcagnì, Andrea Cuna, Cosimo Distante
2018	J	`jnl`	Computational Assessment of Facial Expression Production in ASD Children. Sensors 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
2018	J	`jnl`	Study of Mechanisms of Social Interaction Stimulation in Autism Spectrum Disorder by Assisted Humanoid Robot. IEEE Trans. Cogn. Dev. Syst. Marco Del Coco, Marco Leo, Pierluigi Carcagnì, Francesca Fama, Letteria Spadaro, Liliana Ruta, Giovanni Pioggia, Cosimo Distante
2018	B	`conf`	UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 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
2017	—	`conf`	A Computer Vision Based Approach for Understanding Emotional Involvements in Children with Autism Spectrum Disorders. ICCV Workshops Marco Del Coco, Marco Leo, Pierluigi Carcagnì, Paolo Spagnolo, Pier Luigi Mazzeo, Giuseppe Massimo Bernava, Flavia Marino, Giovanni Pioggia, Cosimo Distante
2017	—	`conf`	Multi-branch CNN for Multi-scale Age Estimation. ICIAP (2) Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante
2017	B	`conf`	UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 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
2016	—	`conf`	A Technological Framework to Support Standardized Protocols for the Diagnosis and Assessment of ASD. ECCV Workshops (2) Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante
2016	J	`jnl`	A low-cost and calibration-free gaze estimator for soft biometrics: An explorative study. Pattern Recognit. Lett. Dario Cazzato, Andrea Evangelista, Marco Leo, Pierluigi Carcagnì, Cosimo Distante
2016	B	`conf`	Assessment of deep learning for gender classification on traditional datasets. AVSS Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Pier Luigi Mazzeo, Paolo Spagnolo
2016	B	`conf`	Intelligent Vision System for ASD Diagnosis and Assessment. ACIVS Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Pier Luigi Mazzeo, Paolo Spagnolo, Cosimo Distante
2016	—	`conf`	Robust Probabilistic Logo Detection in Broadcast Videos for Audience Measurement. VAAM/FFER@ICPR Pier Luigi Mazzeo, Marco Leo, Paolo Spagnolo, Marco Del Coco, Pierluigi Carcagnì, Cosimo Distante
2015	B	`conf`	A Minimax Framework for Gender Classification Based on Small-Sized Datasets. ACIVS Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Cosimo Distante
2015	J	`jnl`	A study on different experimental configurations for age, race, and gender estimation problems. EURASIP J. Image Video Process. Pierluigi Carcagnì, Marco Del Coco, Dario Cazzato, Marco Leo, Cosimo Distante
2015	—	`conf`	Analysis of HOG Suitability for Facial Traits Description in FER Problems. ICIAP (2) Marco Del Coco, Pierluigi Carcagnì, Giuseppe Palestra, Marco Leo, Cosimo Distante
2015	—	`conf`	Automatic Emotion Recognition in Robot-Children Interaction for ASD Treatment. ICCV Workshops Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Cosimo Distante, Giuseppe Massimo Bernava, Giovanni Pioggia, Giuseppe Palestra
2015	—	`conf`	Improved Performance in Facial Expression Recognition Using 32 Geometric Features. ICIAP (2) Giuseppe Palestra, Adriana Pettinicchio, Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Cosimo Distante
2015	J	`jnl`	Soft Biometrics for a Socially Assistive Robotic Platform. Paladyn J. Behav. Robotics Pierluigi Carcagnì, Dario Cazzato, Marco Del Coco, Pier Luigi Mazzeo, Marco Leo, Cosimo Distante
2014	—	`conf`	A UAV-Based Visual Tracking Algorithm for Sensible Areas Surveillance. MESAS Pierluigi Carcagnì, Pier Luigi Mazzeo, Cosimo Distante, Paolo Spagnolo, Francesco Adamo, Giovanni Indiveri
2014	—	`conf`	Features Descriptors for Demographic Estimation: A Comparative Study. VAAM@ICPR Pierluigi Carcagnì, Marco Del Coco, Pier Luigi Mazzeo, Andrea Testa, Cosimo Distante
2014	B	`conf`	Real-Time Gender Based Behavior System for Human-Robot Interaction. ICSR Pierluigi Carcagnì, Dario Cazzato, Marco Del Coco, Marco Leo, Giovanni Pioggia, Cosimo Distante
2014	—	`conf`	TLD and Struck: A Feature Descriptors Comparative Study. AMMDS Francesco Adamo, Pierluigi Carcagnì, Pier Luigi Mazzeo, Cosimo Distante, Paolo Spagnolo
2014	—	`conf`	Visual Interaction Including Biometrics Information for a Socially Assistive Robotic Platform. ECCV Workshops (3) Pierluigi Carcagnì, Dario Cazzato, Marco Del Coco, Cosimo Distante, Marco Leo