Search Results - "Saggese, Alessia"

Audio Surveillance of Roads: A System for Detecting Anomalous Sounds by Foggia, Pasquale, Petkov, Nicolai, Saggese, Alessia, Strisciuglio, Nicola, Vento, Mario

“…In the last decades, several systems based on video analysis have been proposed for automatically detecting accidents on roads to ensure a quick intervention…”
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Reliable detection of audio events in highly noisy environments by Foggia, Pasquale, Petkov, Nicolai, Saggese, Alessia, Strisciuglio, Nicola, Vento, Mario

“…•The authors propose an audio events detection system tailored to surveillance applications.•The method has been tested on a huge and challenging data set,…”
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A Smart Visual Sensor for Smoke Detection Based on Deep Neural Networks by Carletti, Vincenzo, Greco, Antonio, Saggese, Alessia, Vento, Bruno

“…The automatic detection of smoke by analyzing the video stream acquired by traditional surveillance cameras is becoming a more and more interesting problem for…”
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Pattern recognition in stained HEp-2 cells: Where are we now? by Foggia, Pasquale, Percannella, Gennaro, Saggese, Alessia, Vento, Mario

“…Indirect Immunofluorescence (IIF) images are increasingly being used for the diagnosis of autoimmune diseases. However, the analysis of this kind of images has…”
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Benchmarking 2D Multi-Object Detection and Tracking Algorithms in Autonomous Vehicle Driving Scenarios by Gragnaniello, Diego, Greco, Antonio, Saggese, Alessia, Vento, Mario, Vicinanza, Antonio

“…Self-driving vehicles must be controlled by navigation algorithms that ensure safe driving for passengers, pedestrians and other vehicle drivers. One of the…”
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DENet: a deep architecture for audio surveillance applications by Greco, Antonio, Roberto, Antonio, Saggese, Alessia, Vento, Mario

“…In the last years, a big interest of both the scientific community and the market has been devoted to the design of audio surveillance systems, able to analyse…”
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A Convolutional Neural Network for Gender Recognition Optimizing the Accuracy/Speed Tradeoff by Greco, Antonio, Saggese, Alessia, Vento, Mario, Vigilante, Vincenzo

“…Gender recognition has been among the most investigated problems in the last years; although several contributions have been proposed, gender recognition in…”
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Fusion of Domain-Specific and Trainable Features for Gender Recognition From Face Images by Azzopardi, George, Greco, Antonio, Saggese, Alessia, Vento, Mario

“…The popularity and the appeal of systems which are able to automatically determine the gender from face images are growing rapidly. Such a great interest…”
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Computer Aided Diagnosis for Anti-Nuclear Antibodies HEp-2 images: Progress and challenges by Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario, Wiliem, Arnold

“…•Surveys contributions in the area of HEp-2 image analysis.•Highlights open issues for the realization of an ANA CAD system.•Describes the publicly available…”
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HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results by Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario, Wiliem, Arnold

“…•Updates the state of the art in HEp-2 cell and specimen image classification.•Analyses and compares 15 methods tested over a common and very large…”
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Multi-Object Tracking by Flying Cameras Based on a Forward-Backward Interaction by Carletti, Vincenzo, Greco, Antonio, Saggese, Alessia, Vento, Mario

“…The automatic analysis of images acquired by cameras mounted on board of drones (flying cameras) is attracting many scientists working in the field of computer…”
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Automating parasite egg detection: insights from the first AI-KFM challenge by Capuozzo, Salvatore, Marrone, Stefano, Gravina, Michela, Cringoli, Giuseppe, Rinaldi, Laura, Maurelli, Maria Paola, Bosco, Antonio, Orrù, Giulia, Marcialis, Gian Luca, Ghiani, Luca, Bini, Stefano, Saggese, Alessia, Vento, Mario, Sansone, Carlo

“…In the field of veterinary medicine, the detection of parasite eggs in the fecal samples of livestock animals represents one of the most challenging tasks,…”
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IEEE Access Special Section Editorial: Multimedia Analysis for Internet-of-Things by Lv, Zhihan, Mehmood, Irfan, Vento, Mario, Dao, Minh-Son, Ota, Kaoru, Saggese, Alessia

“…Big data processing includes both data management and data analytics. The data management step requires efficient cleaning, knowledge extraction, and…”
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Real-Time Fire Detection for Video-Surveillance Applications Using a Combination of Experts Based on Color, Shape, and Motion by Foggia, Pasquale, Saggese, Alessia, Vento, Mario

“…In this paper, we propose a method that is able to detect fires by analyzing videos acquired by surveillance cameras. Two main novelties have been introduced…”
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Detecting and indexing moving objects for behavior analysis by video and audio interpretation by Saggese, Alessia

“…In this thesis a system for analyzing moving objects behavior for surveillance applications is proposed: videos are processed in order to extract and analyze…”
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Challenging the Time Complexity of Exact Subgraph Isomorphism for Huge and Dense Graphs with VF3 by Carletti, Vincenzo, Foggia, Pasquale, Saggese, Alessia, Vento, Mario

“…Graph matching is essential in several fields that use structured information, such as biology, chemistry, social networks, knowledge management, document…”
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AReN: A Deep Learning Approach for Sound Event Recognition Using a Brain Inspired Representation by Greco, Antonio, Petkov, Nicolai, Saggese, Alessia, Vento, Mario

“…Audio surveillance is gaining in the last years wide interest. This is due to the large number of situations in which this kind of systems can be used, either…”
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Multi-task learning on the edge for effective gender, age, ethnicity and emotion recognition by Foggia, Pasquale, Greco, Antonio, Saggese, Alessia, Vento, Mario

“…More and more real-world applications, especially in cognitive robotics, require the running of different computer vision algorithms in parallel on board of…”
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Dynamic Scene Understanding for Behavior Analysis Based on String Kernels by Brun, Luc, Saggese, Alessia, Vento, Mario

“…This paper aims at dynamically understanding the properties of a scene from the analysis of moving object trajectories. Two different applications are…”
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A multi-task network for speaker and command recognition in industrial environments by Bini, Stefano, Percannella, Gennaro, Saggese, Alessia, Vento, Mario

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