Foto del docente

Guido Borghi

Junior assistant professor (fixed-term)

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Pini Stefano; Borghi G; Vezzani Roberto, Video Frame Synthesis combining Conventional and Event Cameras, «INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE», in corso di stampa, 1, pp. 0 - 0 [Scientific article]

Graffieti, G; Borghi, G; Maltoni, D, Continual Learning in Real-Life Applications, «IEEE ROBOTICS AND AUTOMATION LETTERS», 2022, 7, pp. 6195 - 6202 [Scientific article]

Simoni, A; Pini, S; Borghi, G; Vezzani, R, Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation From Depth Maps, «IEEE ROBOTICS AND AUTOMATION LETTERS», 2022, 7, pp. 11569 - 11576 [Scientific article]

Emporio M.; Caputo A.; Giachetti A.; Cristani M.; Borghi G.; D'Eusanio A.; Le M.-Q.; Nguyen H.-D.; Tran M.-T.; Ambellan F.; Hanik M.; Nava-Yazdani E.; von Tycowicz C., SHREC 2022 track on online detection of heterogeneous gestures, «COMPUTERS & GRAPHICS», 2022, 107, pp. 241 - 251 [Scientific article]

Borghi, Guido; Pancisi, Emanuele; Ferrara, Matteo; Maltoni, Davide, A Double Siamese Framework for Differential Morphing Attack Detection, «SENSORS», 2021, 21, Article number: 3466 , pp. 1 - 16 [Scientific article]Open Access

Stefano Pini; Guido Borghi; Roberto Vezzani; Davide Maltoni; Rita Cucchiara, A Systematic Comparison of Depth Map Representations for Face Recognition, «SENSORS», 2021, 21, Article number: 944 , pp. 1 - 18 [Scientific article]Open Access

Riccardo Gasparini; Andrea D'Eusanio; Guido Borghi; Stefano Pini; Giuseppe Scaglione; Simone Calderara; Eugenio Fedeli; Rita Cucchiara, Anomaly Detection, Localization and Classification for Railway Inspection, in: Proceedings of the 25th International Conference of Pattern Recognition, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2021, pp. 3419 - 3426 (atti di: 25th International Conference of Pattern Recognition, Milan, 10-15 January 2021) [Contribution to conference proceedings]

Borghi G.; Franco A.; Graffieti G.; Maltoni D., Automated Artifact Retouching in Morphed Images with Attention Maps, «IEEE ACCESS», 2021, 9, pp. 136561 - 136579 [Scientific article]Open Access

Alessandro Simoni; Andrea D'Eusanio; Stefano Pini; Guido Borghi; Roberto Vezzani, Improving Car Model Classification through Vehicle Keypoint Localization, in: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021), 2021, 5, pp. 354 - 361 (atti di: 16th International Conference on Computer Vision Theory and Applications, Online, 8-10 February 2021) [Contribution to conference proceedings]

Caputo Ariel; Giacchetti Andrea; Soso Simone; Pintani Deborah; D'Eusanio Andrea; Pini Stefano; Borghi G; Simoni Alessandro; Vezzani Roberto; Cucchiara Rita; Ranieri Andrea; Giannini Franca; Lupinetti Katia; Monti Marina; Maghoumi Mehran; LaViola Jr Joseph; Le Minh-Quan; Nguyen Hai-Dang; Tran Minh-Triet, SHREC 2021: Skeleton-based hand gesture recognition in the wild, «COMPUTERS & GRAPHICS», 2021, 99, pp. 201 - 211 [Scientific article]

Andrea D’Eusanio; Alessandro Simoni; Stefano Pini; Guido Borghi; Roberto Vezzani; Rita Cucchiara, A Transformer-Based Network for Dynamic Hand Gesture Recognition, in: 2020 International Conference on 3D Vision (3DV 2020), 2020, pp. 623 - 632 (atti di: 8th International Conference on 3D Vision, Online, 25-28 November 2020) [Contribution to conference proceedings]

Riccardo Gasparini; Stefano Pini; Guido Borghi; Giuseppe Scaglione; Simone Calderara; Eugenio Fedeli; Rita Cucchiara, Anomaly Detection for Vision-based Railway Inspection, in: Proceedings of the 1st International Workshop on Artificial Intelligence for RAILwayS (AI4RAILS), 2020, pp. 0 - 0 (atti di: 1st International Workshop on Artificial Intelligence for RAILwayS (AI4RAILS), Munich, Germany, 7 September 2020) [Contribution to conference proceedings]

Stefano Pini; Andrea D'Eusanio; Guido Borghi; Roberto Vezzani; Rita Cucchiara, Baracca: a Multimodal Dataset for Anthropometric Measurements in Automotive, in: Proceedings of the International Joint Conference on Biometrics (IJCB), 2020, pp. 0 - 0 (atti di: International Joint Conference on Biometrics (IJCB), Houston, September 28 - October 1, 2020) [Contribution to conference proceedings]

Guido Borghi; Matteo Fabbri; Roberto Vezzani; Simone Calderara; Rita Cucchiara, Face-from-Depth for Head Pose Estimation on Depth Images, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2020, 42, pp. 596 - 609 [Scientific article]

Stefano Pini; Guido Borghi; Roberto Vezzani, Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras, in: Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2020, 4, pp. 37 - 47 (atti di: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Valletta (Malta), 27-29 February 2020) [Contribution to conference proceedings]