Publications

Here my list of my publications. You can find it also in Google ScholarDBLPScopus.

Articles: 50+ (18 journals), Total Citations: 1290+, H-index: 21. (Google Scholar – October 1st, 2016).

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2018

Basaldella M, Serra G, Tasso C. The Distiller Framework: Current State and Future Challenges. In: Proc. of Italian Research Conference on Digital Libraries (IRCDL).; 2018.
Basaldella M, Antolli E, Serra G, Tasso C. Bidirectional LSTM Recurrent Neural Networkfor Keyphrase Extraction. In: Italian Research Conference on Digital Libraries (IRCDL).; 2018.

2017

Basaldella M, Helmy M, Antolli E, Popescu MH, Serra G, Tasso C. Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction Pipeline for Under-Resourced Languages. In: Proc. of International Conference Recent Advances in Natural Language Processing (RANLP).; 2017.
Alletto S, Serra G, Cucchiara R. Video registration in egocentric vision under day and night illumination changes. Computer Vision and Image Understanding. 2017;157:274-283.
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Project

2016

Alletto S, Serra G, Cucchiara R. Motion Segmentation Using Visual and Bio-mechanical Features. In: Proc. of ACM on Multimedia Conference. New York, NY, USA: ACM; 2016.
Additional links

Project

Gasparini R, Alletto S, Serra G, Cucchiara R. Optimizing Image Registration for Interactive Applications. In: Proc. of International Conference of Augmented Reality, Virtual Reality, and Computer Graphics. Cham: Springer International Publishing; 2016.
Cornia M, Baraldi L, Serra G, Cucchiara R. A Deep Multi-Level Network for Saliency Prediction. In: Proc. of IEEE International Conference on Pattern Recognition (ICPR).; 2016.
Additional links

Project

Paci F, Baraldi L, Serra G, Cucchiara R, Benini L. Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager. In: Proc. of IEEE European Conference on Computer Vision Workshops.; 2016. 5. p. 589-602p.
Fergnani F, Alletto S, Serra G, De Mira J, Cucchiara R. Body Part Based Re-Identification From an Egocentric Perspective. In: Proc. of the IEEE Conference on Computer Vision and Pattern Recognition Workshops.; 2016.
Del Fiore G, Mainetti L, Mighali V, Patrono L, Alletto S, Cucchiara R, et al. A Location-Aware Architecture for an IoT-Based Smart Museum. International Journal of Electronic Government Research (IJEGR). 2016;12:39-55.
Alletto S, Abati D, Serra G, Cucchiara R. Exploring Architectural Details Through a Wearable Egocentric Vision Device. Sensors. 2016;16(2):237-252.
Additional links

Data

Alletto S., Cucchiara R., Del Fiore G., Mainetti L., Mighali V., Patrono L., et al. An Indoor Location-aware System for an IoT-based Smart Museum. IEEE Internet of Things Journal. 2016;3(2):244-253.
Grana C, Serra G, Manfredi M, Coppi D, Cucchiara R. Layout analysis and content enrichment of digitized books. Multimedia Tools and Applications. 2016;75(7):3879-3900.

2015

Varini P, Serra G, Cucchiara R. Egocentric Video Personalization in Cultural Experiences Scenarios. In: Proc. of International Conference on Image Analysis and Processing (ICIAP). Genova, Italy; 2015.
Alletto S, Serra G, Cucchiara R. Egocentric Object Tracking: an Odometry-Based Solution. In: Proc. of International Conference on Image Analysis and Processing (ICIAP). Genova, Italy; 2015.
Varini P, Serra G, Cucchiara R. Personalized Egocentric Video Summarization for Cultural Experience. In: Proc. of International Conference on Multimedia Retrieval (ICMR).; 2015.
Varini P, Serra G, Cucchiara R. Egocentric Video Summarization of Cultural Tour based on User Preferences. In: Proc. of ACM International Conference on Multimedia. Brisbane, Australia; 2015.
Alletto S, Serra G, Calderara S, Cucchiara R. Understanding Social Relationships in Egocentric Vision. Pattern Recognition. 2015;48(12):4082-4096.
Ballan L, Bertini M, Serra G, Del Bimbo A. A Data-Driven Approach for Tag Refinement and Localization in Web Videos. Computer Vision and Image Understanding. 2015;140:58-67.
Alletto S, Abati D, Serra G, Cucchiara R. Wearable Vision for Retrieving Architectural Details in Augmented Tourist Experiences. In: International Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN).; 2015.
Mighali V, Del Fiore G, Patrono L, Mainetti L, Alletto S, Serra G, et al. Innovative IoT-aware Services for a Smart Museum. In: Web Applications and Smart Cities (AW4CITY). Florence, Italy; 2015.
Baraldi L, Paci F, Serra G, Benini L, Cucchiara R. Gesture Recognition Using Wearable Vision Sensors to Enhance Visitors' Museum Experiences. IEEE Sensors Journal. 2015;15:2705-2714.
Serra G, Grana C, Manfredi M, Cucchiara R. GOLD: Gaussians of Local Descriptors for image representation. Computer Vision and Image Understanding. 2015;134:22-32.

2014

Alletto S, Serra G, Calderara S, Solera F, Cucchiara R. From Ego to Nos-vision: Detecting Social Relationships in First-Person Views. In: Proc. of Workshop on Egocentric (First-person) Vision. Columbus, Ohio; 2014.
Alletto S, Serra G, Calderara S, Cucchiara R. Head Pose Estimation in First-Person Camera Views. In: Proc. of International Conference on Pattern Recognition (ICPR). Stockholm, Sweden; 2014.
Serra G, Grana C, Manfredi M, Cucchiara R. Covariance of Covariance Features for Image Classification. In: Proc. of the ACM International Conference on Multimedia Retrieval. Glasgow, Scotland; 2014.
Baraldi L, Paci F, Serra G, Benini L, Cucchiara R. Gesture Recognition in Ego-Centric Videos using Dense Trajectories and Hand Segmentation. In: Proc. of IEEE Embedded Vision Workshop (EVW). Columbus, Ohio; 2014.
Seidenari L, Serra G, Badanov AD, Del Bimbo A. Local Pyramidal Descriptors for Image Recognition. Transactions on Pattern Analisys and Machine Intelligence. 2014;36(5):1033-1040.

2013

Serra G, Grana C, Manfredi M, Cucchiara R. Modeling Local Descriptors with Multivariate Gaussians for Object and Scene Recognition. In: Proc. of ACM International Conference on Multimedia (MM). Barcelona, Spain; 2013.
Grana C, Serra G, Manfredi M, Cucchiara R. Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives. In: Proc. of International Conference on Similarity Search and Applications (SISAP). A Coruña, Spain; 2013.
Grana C, Serra G, Manfredi M, Cucchiara R, Mandreoli F, Martoglia R. UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation. In: CLEF 2013 Working Notes. Valencia, Spain; 2013.
Grana C, Serra G, Manfredi M, Cucchiara R. Image Classification with Multivariate Gaussian Descriptors. In: Proc. of International Conference on Image Analysis and Processing (ICIAP). Napoli, Italy; 2013.
Serra G, Alisi TM, Bertini M, Ballan L, Del Bimbo A, Goix LW, et al. STAMAT: A Framework for Social Topics and Media Analysis. In: Proc. of IEEE International Conference on Multimedia & Expo (ICME) - DEMO Session. San Jose, CA, USA; 2013.
Serra G, Camurri M, Baraldi L, Benedetti M, Cucchiara R. Hand Segmentation for Gesture Recognition in EGO-Vision. In: Proc. of ACM Multimedia International Workshop on Interactive Multimedia on Mobile and Portable Devices (IMMPD). Barcelona, Spain; 2013.
Ballan L, Seidenari L, Serra G, Bertini M, Del Bimbo A. Recognizing Human Actions by using Effective Codebooks and Tracking. In: Cipolla R, Battiato S, Farinella GMaria, editors. Advanced Topics in Computer Vision. Vol Advanced Topics in Computer Vision. Springer; 2013.
Sahbi H, Ballan L, Serra G, Del Bimbo A. Context-Dependent Logo Matching and Recognition. IEEE Transactions on Image Processing. 2013;22:1018-1031.
Amerini I, Ballan L, Caldelli R, Del Bimbo A, Del Tongo L, Serra G. Copy-Move Forgery Detection and Localization by Means of Robust Clustering with J-Linkage. Signal Processing: Image Communication. 2013;28(6).

2012

Ballan L, Bertini M, Del Bimbo A, Serain AM, Serra G, Zaccone BF. Combining Generative and Discriminative Models for Classifying Social Images from 101 Object Categories. In: Proc. of International Conference on Pattern Recognition (ICPR). Tsukuba, Japan; 2012.
Caldelli R, Amerini I, Ballan L, Serra G, Barni M, Costanzo A. On the effectiveness of local warping against SIFT-based copy-move detection. In: Proc. of International Symposium on Communications, Control and Signal Processing (ISCCSP). Roma, Italy; 2012.
Ballan L, Bertini M, Del Bimbo A, Nunziati W, Serra G. Commercials and Trademarks Recognition. In: Kompatsiaris Y, Merialdo B, Lian S, editors. Vol TV Content Analysis: Techniques and Applications. CRC Press, Taylor & Francis Group; 2012.
Ballan L, Bertini M, Del Bimbo A, Seidenari L, Serra G. Effective Codebooks for Human Action Representation and Classification in Unconstrained Videos. IEEE Transactions on Multimedia. 2012;14:1234-1245.

2011

Calloud I, Ferracani A, Lepera V, Serra G. An information system to access contemporary archives of art: Cavalcaselle, Venturi, Ojetti, Argan, Brandi. In: Proc. of Electronic Imaging & the Visual Arts (EVA Florence). Florence, Italy; 2011.
Ballan L, Bertini M, Del Bimbo A, Serra G. Enriching and Localizing Semantic Tags in Internet Videos. In: Proc. of ACM Multimedia. Scottsdale, AZ, USA: ACM Press; 2011.
Costantini L, Seidenari L, Serra G, Capodiferro L, Del Bimbo A. Space-time Zernike Moments and Pyramid Kernel Descriptors for Action Classification. In: Proc. of International Conference on Image Analysis and Processing (ICIAP). Ravenna, Italy; 2011.
Amerini I, Ballan L, Caldelli R, Del Bimbo A, Del Tongo L, Serra G. An image forensics tool for copy-move detection and localization. In: Proc. of IEEE International Conference on Multimedia & Expo (ICME). Barcelona, Spain; 2011.
Ballan L, Bertini M, Del Bimbo A, Seidenari L, Serra G. Event Detection and Recognition for Semantic Annotation of Video. Multimedia Tools and Applications. 2011;51:279-302.
Amerini I, Ballan L, Caldelli R, Del Bimbo A, Serra G. A SIFT-based forensic method for copy-move attack detection and transformation recovery. IEEE Transactions on Information Forensics and Security. 2011;6:1099-1110.

2010

Amerini I, Ballan L, Caldelli R, Del Bimbo A, Serra G. Geometric tampering estimation by means of a SIFT-based forensic analysis. In: Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Dallas, USA: IEEE Computer Society; 2010.
Bertini M, D'Amico G, Ferracani A, Marco M, Serra G. Web-based semantic browsing of video collections using multimedia ontologies. In: Proc. of ACM International Conference on Multimedia (MM). Firenze, Italy; 2010.
Bertini M, D'Amico G, Ferracani A, Meoni M, Serra G. Sirio, Orione and Pan: an Integrated Web System for Ontology-based Video Search and Annotation. In: Proc. of ACM International Conference on Multimedia (MM). Firenze, Italy: ACM Press; 2010.
Ballan L, Bertini M, Del Bimbo A, Meoni M, Serra G. Tag suggestion and localization in user-generated videos based on social knowledge. In: Proc. of ACM Multimedia International Workshop on Social Media (WSM). Firenze, Italy; 2010.
Sahbi H, Ballan L, Serra G, Del Bimbo A. Context-Dependent Logo Matching and Retrieval.; 2010.
Ballan L, Bertini M, Del Bimbo A, Serra G. Video Event Classification using String Kernels. Multimedia Tools and Applications. 2010;48:69-87.
Ballan L, Bertini M, Del Bimbo A, Serra G. Semantic Annotation of Soccer Videos by Visual Instance Clustering and Spatial/Temporal Reasoning in Ontologies. Multimedia Tools and Applications. 2010;48:313-337.
Ballan L, Bertini M, Del Bimbo A, Serra G. Video Annotation and Retrieval using Ontologies and Rule Learning. IEEE MultiMedia. 2010;17:80-88.

2009

Alisi T, Bertini M, D'Amico G, Del Bimbo A, Ferracani A, Serra G. Sirio: an Ontology-based Web Search Engine for Videos. In: Proc. of ACM International Conference on Multimedia (MM). Beijing, China: ACM Press; 2009.
Ballan L, Bertini M, Del Bimbo A, Seidenari L, Serra G. Effective Codebooks for Human Action Categorization. In: Proc. of ICCV International Workshop on Video-oriented Object and Event Classification (VOEC). Kyoto, Japan: IEEE Computer Society; 2009.
Ballan L, Bertini M, Del Bimbo A, Seidenari L, Serra G. Human Action Recognition and Localization using Spatio-temporal Descriptors and Tracking. In: Proc. of AI*IA International Workshop on Pattern Recognition and Artificial Intelligence for Human Behaviour Analysis (PRAI*HBA). Reggio Emilia, Italy: Springer; 2009.
Alisi T, Bertini M, D'Amico G, Del Bimbo A, Ferracani A, Serra G. Arneb: a Rich Internet Application for Ground Truth Annotation of Videos. In: Proc. of ACM International Conference on Multimedia (MM). Beijing, China: ACM Press; 2009.
Ballan L, Bazzica A, Bertini M, Del Bimbo A, Serra G. Deep Networks for Audio Event Classification in Soccer Videos. In: Proc. of IEEE International Conference on Multimedia & Expo (ICME). Cancun, Mexico; 2009.
Ballan L, Bertini M, Del Bimbo A, Serra G. Action Categorization in Soccer Videos using String Kernels. In: Proc. of IEEE International Workshop on Content-Based Multimedia Indexing (CBMI). Chania, Crete; 2009.
Ballan L, Bertini M, Del Bimbo A, Serra G. Video Event Classification Using Bag of Words and String Kernels. In: Proc. of International Conference on Image Analysis and Processing (ICIAP). Salerno, Italy; 2009.
Ballan L, Bertini M, Del Bimbo A, Seidenari L, Serra G. Recognizing Human Actions by Fusing Spatio-temporal Appearance and Motion Descriptors. In: Proc. of IEEE International Conference on Image Processing (ICIP). Cairo, Egypt: IEEE Computer Society; 2009.
Bertini M, Del Bimbo A, Serra G, Torniai C, Cucchiara R, Grana C, et al. Dynamic Pictorially Enriched Ontologies for Digital Video Libraries. IEEE Multimedia. 2009;16:42-51.

2008

Bertini M, Del Bimbo A, Serra G. Video Event Annotation using Ontologies with Temporal Reasoning. In: Proc. of IEEE Italian Research Conference on Digital Library Systems (IRCDL). Padova, Italy; 2008.
Bertini M, Del Bimbo A, Serra G. Learning ontology rules for semantic video annotation. In: Proc. of ACM International Conference on Multimedia, Many Faces of Multimedia Semantics (MS). Vancouver, British Columbia, Canada; 2008.
Bertini M, Del Bimbo A, Serra G. Learning rules for semantic video event annotation. In: Proc. of IEEE International Conference on Visual Information Systems (Visual). Salerno, Italy; 2008.

2007

Bagdanov A, Bertini M, Del Bimbo A, Serra G, Torniai C. Semantic annotation and retrieval of video events using multimedia ontologies. In: Proc. of IEEE International Conference on Semantic Computing (ICSC). Irvine, California, USA; 2007.
Chen T, Del Bimbo A, Pernici F, Serra G. Accurate self-calibration of two cameras by observations of a moving person on a ground plane. In: Proc. of IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS). London, United Kingdom; 2007.