Marco Cristani

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 130

Top Venues

CoRR

Comput. Vis. Image Underst.

IEEE Trans. Pattern Anal. Mach. Intell.

WACV

Publications

Federico Girella, Ziyue Liu, Franco Fummi, Francesco Setti, Marco Cristani, Luigi Capogrosso
Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect Detection. CoRR (2024)
Andrea Avogaro, Andrea Toaiari, Federico Cunico, Xiangmin Xu, Haralambos Dafas, Alessandro Vinciarelli, Emma Li, Marco Cristani
Exploring 3D Human Pose Estimation and Forecasting from the Robot's Perspective: The HARPER Dataset. CoRR (2024)
Marco Cristani
Forecast the Forecasting. ICPRAM (2024)
Luigi Capogrosso, Federico Cunico, Dong Seon Cheng, Franco Fummi, Marco Cristani
A Machine Learning-Oriented Survey on Tiny Machine Learning. IEEE Access 12 (2024)
Luigi Capogrosso, Federico Girella, Francesco Taioli, Michele Dalla Chiara, Muhammad Aqeel, Franco Fummi, Francesco Setti, Marco Cristani
Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection. CoRR (2024)
Luigi Capogrosso, Enrico Fraccaroli, Samarjit Chakraborty, Franco Fummi, Marco Cristani
MTL-Split: Multi-Task Learning for Edge Devices using Split Computing. CoRR (2024)
Luigi Capogrosso, Federico Girella, Francesco Taioli, Michele Dalla Chiara, Muhammad Aqeel, Franco Fummi, Francesco Setti, Marco Cristani
Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection. VISIGRAPP (2): VISAPP (2024)
Francesco Taioli, Stefano Rosa, Alberto Castellini, Lorenzo Natale, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Yiming Wang
Mind the Error! Detection and Localization of Instruction Errors in Vision-and-Language Navigation. CoRR (2024)
Francesco Taioli, Stefano Rosa, Alberto Castellini, Lorenzo Natale, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Yiming Wang
I2EDL: Interactive Instruction Error Detection and Localization. CoRR (2024)
Luigi Capogrosso, Enrico Fraccaroli, Giulio Petrozziello, Francesco Setti, Samarjit Chakraborty, Franco Fummi, Marco Cristani
Enhancing Split Computing and Early Exit Applications through Predefined Sparsity. CoRR (2024)
Francesco Taioli, Federico Cunico, Federico Girella, Riccardo Bologna, Alessandro Farinelli, Marco Cristani
Language-enhanced RNR-Map: Querying Renderable Neural Radiance Field maps with natural language. ICCV (Workshops) (2023)
Marco Emporio, Ariel Caputo, Deborah Pintani, Federico Cunico, Federico Girella, Andrea Avogaro, Marco Cristani, Andrea Giachetti
Demo: gesture based interaction with the Hololens 2. CHItaly (2023)
Geri Skenderi, Luigi Capogrosso, Andrea Toaiari, Matteo Denitto, Franco Fummi, Simone Melzi, Marco Cristani
Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning. CoRR (2023)
Francesco Giuliari, Geri Skenderi, Marco Cristani, Alessio Del Bue, Yiming Wang
Leveraging Commonsense for Object Localisation in Partial Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Luigi Capogrosso, Federico Cunico, Dong Seon Cheng, Franco Fummi, Marco Cristani
A Machine Learning-oriented Survey on Tiny Machine Learning. CoRR (2023)
Luigi Capogrosso, Luca Geretti, Marco Cristani, Franco Fummi, Tiziano Villa
HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package. CoRR (2023)
Luigi Capogrosso, Federico Cunico, Michele Lora, Marco Cristani, Franco Fummi, Davide Quaglia
Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications. CoRR (2023)
Luigi Capogrosso, Alessio Mascolini, Federico Girella, Geri Skenderi, Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Santa Di Cataldo, Sara Vinco, Enrico Macii, Franco Fummi, Marco Cristani
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0. CoRR (2023)
Geri Skenderi, Hang Li, Jiliang Tang, Marco Cristani
Graph-level Representation Learning with Joint-Embedding Predictive Architectures. CoRR (2023)
Federico Cunico, Federico Girella, Andrea Avogaro, Marco Emporio, Andrea Giachetti, Marco Cristani
OO-dMVMT: A Deep Multi-view Multi-task Classification Framework for Real-time 3D Hand Gesture Classification and Segmentation. CoRR (2023)
Luca Franco, Leonardo Placidi, Francesco Giuliari, Irtiza Hasan, Marco Cristani, Fabio Galasso
Under the hood of transformer networks for trajectory forecasting. Pattern Recognit. 138 (2023)
Federico Cunico, Luigi Capogrosso, Alberto Castellini, Francesco Setti, Patrik Pluchino, Filippo Zordan, Valeria Santus, Anna Spagnolli, Stefano Cordibella, Giambattista Gennari, Mauro Borgo, Alberto Sozza, Stefano Troiano, Roberto Flor, Andrea Zanella, Alessandro Farinelli, Luciano Gamberini, Marco Cristani
The Post-pandemic Effects on IoT for Safety: The Safe Place Project. DATE (2023)
Federico Cunico, Federico Girella, Andrea Avogaro, Marco Emporio, Andrea Giachetti, Marco Cristani
OO-dMVMT: A Deep Multi-view Multi-task Classification Framework for Real-time 3D Hand Gesture Classification and Segmentation. CVPR Workshops (2023)
Luigi Capogrosso, Luca Geretti, Marco Cristani, Franco Fummi, Tiziano Villa
HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package. DDECS (2023)
Andrea Toaiari, Federico Cunico, Francesco Taioli, Ariel Caputo, Gloria Menegaz, Andrea Giachetti, Giovanni Maria Farinella, Marco Cristani
SCENE-pathy: Capturing the Visual Selective Attention of People Towards Scene Elements. ICIAP (1) (2023)
Cristian Turetta, Geri Skenderi, Luigi Capogrosso, Florenc Demrozi, Philipp H. Kindt, Alejandro Masrur, Franco Fummi, Marco Cristani, Graziano Pravadelli
Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments. DATE (2023)
Francesco Taioli, Federico Cunico, Federico Girella, Riccardo Bologna, Alessandro Farinelli, Marco Cristani
Language-enhanced RNR-Map: Querying Renderable Neural Radiance Field maps with natural language. CoRR (2023)
Luigi Capogrosso, Federico Cunico, Michele Lora, Marco Cristani, Franco Fummi, Davide Quaglia
Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications. DDECS (2023)
Luigi Capogrosso, Alessio Mascolini, Federico Girella, Geri Skenderi, Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Santa Di Cataldo, Sara Vinco, Enrico Macii, Franco Fummi, Marco Cristani
Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper. FDL (2023)
Francesco Taioli, Francesco Giuliari, Yiming Wang, Riccardo Berra, Alberto Castellini, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Francesco Setti
Unsupervised Active Visual Search with Monte Carlo planning under Uncertain Detections. CoRR (2023)
Dario Serez, Marco Cristani, Vittorio Murino, Alessio Del Bue, Pietro Morerio
Enhancing Hierarchical Vector Quantized Autoencoders for Image Synthesis Through Multiple Decoders. ICIAP (2) (2023)
Francesco Giuliari, Geri Skenderi, Marco Cristani, Alessio Del Bue, Yiming Wang
Leveraging commonsense for object localisation in partial scenes. CoRR (2022)
Federico Cunico, Andrea Toaiari, Marco Cristani
A Masked Face Classification Benchmark on Low-Resolution Surveillance Images. ICPR Workshops (1) (2022)
Luigi Capogrosso, Geri Skenderi, Federico Girella, Franco Fummi, Marco Cristani
Toward Smart Doors: A Position Paper. ICPR Workshops (2) (2022)
Geri Skenderi, Christian Joppi, Matteo Denitto, Berniero Scarpa, Marco Cristani
The multi-modal universe of fast-fashion: the Visuelle 2.0 benchmark. CVPR Workshops (2022)
Marco Emporio, Ariel Caputo, Andrea Giachetti, Marco Cristani, Guido Borghi, Andrea D'Eusanio, Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran, Felix Ambellan, Martin Hanik, Esfandiar Nava Yazdani, Christoph von Tycowicz
SHREC 2022 track on online detection of heterogeneous gestures. Comput. Graph. 107 (2022)
Federico Cunico, Andrea Toaiari, Marco Cristani
A Masked Face Classification Benchmark. CoRR (2022)
Luca Franco, Leonardo Placidi, Francesco Giuliari, Irtiza Hasan, Marco Cristani, Fabio Galasso
Under the Hood of Transformer Networks for Trajectory Forecasting. CoRR (2022)
Geri Skenderi, Christian Joppi, Matteo Denitto, Berniero Scarpa, Marco Cristani
The multi-modal universe of fast-fashion: the Visuelle 2.0 benchmark. CoRR (2022)
Luigi Capogrosso, Geri Skenderi, Federico Girella, Franco Fummi, Marco Cristani
Toward Smart Doors: A Position Paper. CoRR (2022)
Christian Joppi, Geri Skenderi, Marco Cristani
POP: Mining POtential Performance of New Fashion Products via Webly Cross-modal Query Expansion. ECCV (38) (2022)
Christian Joppi, Geri Skenderi, Marco Cristani
POP: Mining POtential Performance of new fashion products via webly cross-modal query expansion. CoRR (2022)
Federico Becattini, Giuseppe Becchi, Andrea Ferracani, Alberto Del Bimbo, Liliana Lo Presti, Giuseppe Mazzola, Marco La Cascia, Federico Cunico, Andrea Toaiari, Marco Cristani, Antonio Greco, Alessia Saggese, Mario Vento
I-MALL An Effective Framework for Personalized Visits. Improving the Customer Experience in Stores. MCFR@MM (2022)
Francesco Giuliari, Geri Skenderi, Marco Cristani, Yiming Wang, Alessio Del Bue
Spatial Commonsense Graph for Object Localisation in Partial Scenes. CoRR (2022)
Francesco Giuliari, Geri Skenderi, Marco Cristani, Yiming Wang, Alessio Del Bue
Spatial Commonsense Graph for Object Localisation in Partial Scenes. CVPR (2022)
Federico Cunico, Luigi Capogrosso, Francesco Setti, Damiano Carra, Franco Fummi, Marco Cristani
I-SPLIT: Deep Network Interpretability for Split Computing. ICPR (2022)
Alexander Gammerman, Vladimir Vovk, Marco Cristani
Special Issue on Conformal and Probabilistic Prediction with Applications: Preface. Pattern Recognit. 126 (2022)
Geri Skenderi, Christian Joppi, Matteo Denitto, Marco Cristani
On the use of learning-based forecasting methods for ameliorating fashion business processes: A position paper. CoRR (2022)
Alessio Sampieri, Guido D'Amely, Andrea Avogaro, Federico Cunico, Geri Skenderi, Francesco Setti, Marco Cristani, Fabio Galasso
Pose Forecasting in Industrial Human-Robot Collaboration. CoRR (2022)
Geri Skenderi, Christian Joppi, Matteo Denitto, Marco Cristani
On the Use of Learning-Based Forecasting Methods for Ameliorating Fashion Business Processes: A Position Paper. ICPR Workshops (2) (2022)
Federico Cunico, Luigi Capogrosso, Francesco Setti, Damiano Carra, Franco Fummi, Marco Cristani
I-SPLIT: Deep Network Interpretability for Split Computing. CoRR (2022)
Martina Capuzzo, Andrea Zanella, Maddalena Zuccotto, Federico Cunico, Marco Cristani, Alberto Castellini, Alessandro Farinelli, Luciano Gamberini
IoT Systems for Healthy and Safe Life Environments. RTSI (2022)
Alessio Sampieri, Guido Maria D'Amely di Melendugno, Andrea Avogaro, Federico Cunico, Francesco Setti, Geri Skenderi, Marco Cristani, Fabio Galasso
Pose Forecasting in Industrial Human-Robot Collaboration. ECCV (38) (2022)
Ariel Caputo, Marco Emporio, Andrea Giachetti, Marco Cristani, Guido Borghi, Andrea D'Eusanio, Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran, Felix Ambellan, Martin Hanik, Esfandiar Nava Yazdani, Christoph von Tycowicz
SHREC 2022 Track on Online Detection of Heterogeneous Gestures. CoRR (2022)
Marco Godi, Christian Joppi, Geri Skenderi, Marco Cristani
MovingFashion: a Benchmark for the Video-to-Shop Challenge. WACV (2022)
Francesco Giuliari, Alberto Castellini, Riccardo Berra, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Francesco Setti, Yiming Wang
POMP++: Pomcp-based Active Visual Search in unknown indoor environments. IROS (2021)
Geri Skenderi, Alessia Bozzini, Luigi Capogrosso, Enrico Carlo Agrillo, Giovanni Perbellini, Franco Fummi, Marco Cristani
DOHMO: Embedded Computer Vision in Co-Housing Scenarios. FDL (2021)
Geri Skenderi, Christian Joppi, Matteo Denitto, Marco Cristani
Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends. CoRR (2021)
Marco Godi, Christian Joppi, Geri Skenderi, Marco Cristani
MovingFashion: a Benchmark for the Video-to-Shop Challenge. CoRR (2021)
Francesco Giuliari, Alberto Castellini, Riccardo Berra, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Francesco Setti, Yiming Wang
POMP++: Pomcp-based Active Visual Search in unknown indoor environments. CoRR (2021)
Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli, Marco Cristani
Infinite Feature Selection: A Graph-based Feature Filtering Approach. IEEE Trans. Pattern Anal. Mach. Intell. 43 (12) (2021)
Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Vasileios Belagiannis, Sikandar Amin, Alessio Del Bue, Marco Cristani, Fabio Galasso
Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. IEEE Trans. Pattern Anal. Mach. Intell. 43 (4) (2021)
Marco Godi, Christian Joppi, Andrea Giachetti, Marco Cristani
SIMCO: SIMilarity-based object COunting. ICPR (2020)
Marco Cristani, Alessio Del Bue, Vittorio Murino, Francesco Setti, Alessandro Vinciarelli
The Visual Social Distancing Problem. IEEE Access 8 (2020)
Francesco Giuliari, Irtiza Hasan, Marco Cristani, Fabio Galasso
Transformer Networks for Trajectory Forecasting. ICPR (2020)
Yiming Wang, Francesco Giuliari, Riccardo Berra, Alberto Castellini, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Francesco Setti
POMP: Pomcp-based Online Motion Planning for active visual search in indoor environments. BMVC (2020)
Francesco Giuliari, Irtiza Hasan, Marco Cristani, Fabio Galasso
Transformer Networks for Trajectory Forecasting. CoRR (2020)
Marco Cristani, Alessio Del Bue, Vittorio Murino, Francesco Setti, Alessandro Vinciarelli
The Visual Social Distancing Problem. CoRR (2020)
Yiming Wang, Francesco Giuliari, Riccardo Berra, Alberto Castellini, Alessio Del Bue, Alessandro Farinelli, Marco Cristani, Francesco Setti
POMP: Pomcp-based Online Motion Planning for active visual search in indoor environments. CoRR (2020)
Florenc Demrozi, Ruggero Bacchin, Stefano Tamburin, Marco Cristani, Graziano Pravadelli
Toward a Wearable System for Predicting Freezing of Gait in People Affected by Parkinson's Disease. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Theodore Tsesmelis, Irtiza Hasan, Marco Cristani, Alessio Del Bue, Fabio Galasso
An integrated light management system with real-time light measurement and human perception. CoRR (2020)
Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli, Marco Cristani
Infinite Feature Selection: A Graph-based Feature Filtering Approach. CoRR (2020)
Valentina Sanguineti, Pietro Morerio, Niccolò Pozzetti, Danilo Greco, Marco Cristani, Vittorio Murino
Leveraging Acoustic Images for Effective Self-supervised Audio Representation Learning. ECCV (22) (2020)
Riccardo Berra, Francesco Setti, Marco Cristani
Gaze-Based Human-Robot Interaction by the Brunswick Model. ICIAP (2) (2019)
Francesco Setti, Marco Cristani
Evaluating the Group Detection Performance: The GRODE Metrics. IEEE Trans. Pattern Anal. Mach. Intell. 41 (3) (2019)
Federico Cunico, Marco Carletti, Marco Cristani, Fabio Masci, Davide Conigliaro
6D Pose Estimation for Industrial Applications. ICIAP Workshops (2019)
Theodore Tsesmelis, Irtiza Hasan, Marco Cristani, Alessio Del Bue, Fabio Galasso
Human-centric light sensing and estimation from RGBD images: The invisible light switch. CoRR (2019)
Theodore Tsesmelis, Irtiza Hasan, Marco Cristani, Fabio Galasso, Alessio Del Bue
RGBD2lux: Dense Light Intensity Estimation With an RGBD Sensor. WACV (2019)
Marco Godi, Christian Joppi, Andrea Giachetti, Fabio Pellacini, Marco Cristani
Texel-Att: Representing and Classifying Element-Based Textures by Attributes. BMVC (2019)
Marco Godi, Christian Joppi, Andrea Giachetti, Marco Cristani
SIMCO: SIMilarity-based object COunting. CoRR (2019)
Marco Godi, Christian Joppi, Andrea Giachetti, Fabio Pellacini, Marco Cristani
Texel-Att: Representing and Classifying Element-based Textures by Attributes. CoRR (2019)
Nicolò Lanza, Alessandro Romeo, Marco Cristani, Francesco Setti
Grain Segmentation in Atomic Force Microscopy for Thin-Film Deposition Quality Control. ICIAP Workshops (2019)
Yiming Wang, Marco Carletti, Francesco Setti, Marco Cristani, Alessio Del Bue
Active 3D Classification of Multiple Objects in Cluttered Scenes. ICCV Workshops (2019)
Theodore Tsesmelis, Irtiza Hasan, Marco Cristani, Alessio Del Bue, Fabio Galasso
Human-Centric Light Sensing and Estimation From RGBD Images: The Invisible Light Switch. WACV (2019)
Christian Joppi, Marco Godi, Andrea Giachetti, Fabio Pellacini, Marco Cristani
Texture Retrieval in the Wild Through Detection-Based Attributes. ICIAP (2) (2019)
Christian Joppi, Marco Godi, Andrea Giachetti, Fabio Pellacini, Marco Cristani
Texture Retrieval in the Wild through detection-based attributes. CoRR (2019)
Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Vasileios Belagiannis, Sikandar Amin, Alessio Del Bue, Marco Cristani, Fabio Galasso
Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. CoRR (2019)
Riccardo Berra, Francesco Setti, Marco Cristani
Berrick: a low-cost robotic head platform for human-robot interaction. SMC (2019)
Marco Carletti, Marco Godi, Maedeh Aghaei, Marco Cristani
Understanding Deep Architectures by Interpretable Visual Summaries. CoRR (2018)
Marco Cristani, Matteo Cristani, Anna Pesarin, Claudio Tomazzoli, Margherita Zorzi
Making Sentiment Analysis Algorithms Scalable. ICWE Workshops (2018)
Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Alessio Del Bue, Marco Cristani, Fabio Galasso
"Seeing is Believing": Pedestrian Trajectory Forecasting Using Visual Frustum of Attention. WACV (2018)
Christian Joppi, Pietro Lovato, Marco Cristani, Gloria Menegaz
From Web to Physical and Back: WP User Profiling with Deep Learning. ICWE Workshops (2018)
Marco Carletti, Marco Cristani, Valentina Cavedon, Chiara Milanese, Carlo Zancanaro, Andrea Giachetti
Analyzing Body Fat from Depth Images. 3DV (2018)
Igor Barros Barbosa, Marco Cristani, Barbara Caputo, Aleksander Rognhaugen, Theoharis Theoharis
Looking beyond appearances: Synthetic training data for deep CNNs in re-identification. Comput. Vis. Image Underst. 167 (2018)
Francesco Setti, Davide Conigliaro, Michele Tobanelli, Marco Cristani
Count on Me: Learning to Count on a Single Image. IEEE Trans. Circuits Syst. Video Technol. 28 (8) (2018)
Andrea Roberti, Riccardo Muradore, Paolo Fiorini, Marco Cristani, Francesco Setti
An Energy Saving Approach to Active Object Recognition and Localization. IECON (2018)
Theodore Tsesmelis, Irtiza Hasan, Marco Cristani, Alessio Del Bue, Fabio Galasso
RGBD2lux: Dense light intensity estimation with an RGBD sensor. CoRR (2018)
Simone Melzi, Maks Ovsjanikov, Giorgio Roffo, Marco Cristani, Umberto Castellani
Discrete Time Evolution Process Descriptor for Shape Analysis and Matching. ACM Trans. Graph. 37 (1) (2018)
Marco Godi, Marco Carletti, Maya Aghaei, Francesco Giuliari, Marco Cristani
Understanding Deep Architectures by Visual Summaries. BMVC (2018)
Andrea Roberti, Marco Carletti, Francesco Setti, Umberto Castellani, Paolo Fiorini, Marco Cristani
Recognition self-awareness for active object recognition on depth images. BMVC (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marco Cristani