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Viewing Publication 1 - 100 from 617

2024

ARNIQA: Learning Distortion Manifold for Image Quality AssessmentLorenzo Agnolucci, Leonardo Galteri, Marco Bertini 0001, Alberto Del Bimbo. wacv 2024: 188-197 [doi]

Reference-based Restoration of Digitized Analog VideotapesLorenzo Agnolucci, Leonardo Galteri, Marco Bertini 0001, Alberto Del Bimbo. wacv 2024: 1648-1657 [doi]

Perceptual Quality Improvement in Videoconferencing Using Keyframes-Based GANLorenzo Agnolucci, Leonardo Galteri, Marco Bertini 0001, Alberto Del Bimbo. tmm, 26:339-352, 2024. [doi]

Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based FeaturesAlberto Baldrati, Marco Bertini 0001, Tiberio Uricchio, Alberto Del Bimbo. tomccap, 20(3), March 2024. [doi]

Transformer-Based Graph Neural Networks for Outfit GenerationFederico Becattini, Federico Maria Teotini, Alberto Del Bimbo. tetc, 12(1):213-223, January - March 2024. [doi]

Addressing Limitations of State-Aware Imitation Learning for Autonomous DrivingLuca Cultrera, Federico Becattini, Lorenzo Seidenari, Pietro Pala, Alberto Del Bimbo. tiv, 9(1):2946-2955, January 2024. [doi]

2023

ECO: Ensembling Context Optimization for Vision-Language ModelsLorenzo Agnolucci, Alberto Baldrati, Francesco Todino, Federico Becattini, Marco Bertini 0001, Alberto Del Bimbo. iccvw 2023: 2803-2807 [doi]

Zero-Shot Image Retrieval with Human FeedbackLorenzo Agnolucci, Alberto Baldrati, Marco Bertini 0001, Alberto Del Bimbo. mm 2023: 9417-9419 [doi]

Zero-Shot Composed Image Retrieval with Textual InversionAlberto Baldrati, Lorenzo Agnolucci, Marco Bertini 0001, Alberto Del Bimbo. iccv 2023: 15292-15301 [doi]

Fashion recommendation based on style and social eventsFederico Becattini, Lavinia De Divitiis, Claudio Baecchi, Alberto Del Bimbo. mta, 82(24):38217-38232, October 2023. [doi]

Neuromorphic Event-based Facial Expression RecognitionLorenzo Berlincioni, Luca Cultrera, Chiara Albisani, Lisa Cresti, Andrea Leonardo, Sara Picchioni, Federico Becattini, Alberto Del Bimbo. cvpr 2023: 4109-4119 [doi]

4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional NetworksLorenzo Berlincioni, Stefano Berretti, Marco Bertini 0001, Alberto Del Bimbo. mcge 2023: 57-65 [doi]

Upsampling 4D Point Clouds of Human Body via Adversarial GenerationLorenzo Berlincioni, Stefano Berretti, Marco Bertini 0001, Alberto Del Bimbo. iciap 2024: 457-469 [doi]

CoReS: Compatible Representations via StationarityNiccolo Biondi, Federico Pernici, Matteo Bruni, Alberto Del Bimbo. pami, 45(8):9567-9582, August 2023. [doi]

A full data augmentation pipeline for small object detection based on generative adversarial networksBrais Bosquet, Daniel Cores, Lorenzo Seidenari, Víctor M. Brea 0001, Manuel Mucientes, Alberto Del Bimbo. PR, 133:108998, 2023. [doi]

Mapping Memes to Words for Multimodal Hateful Meme ClassificationGiovanni Burbi, Alberto Baldrati, Lorenzo Agnolucci, Marco Bertini 0001, Alberto Del Bimbo. iccvw 2023: 2824-2828 [doi]

Diffusion Based Augmentation for Captioning and Retrieval in Cultural HeritageDario Cioni, Lorenzo Berlincioni, Federico Becattini, Alberto Del Bimbo. iccvw 2023: 1699-1708 [doi]

Relation Networks for Few-Shot Video Object DetectionDaniel Cores, Lorenzo Seidenari, Alberto Del Bimbo, Víctor M. Brea 0001, Manuel Mucientes. ibpria 2023: 238-248 [doi]

Downsampling GAN for Small Object Data AugmentationDaniel Cores, Víctor M. Brea 0001, Manuel Mucientes, Lorenzo Seidenari, Alberto Del Bimbo. caip 2023: 89-98 [doi]

Leveraging Visual Attention for out-of-distribution DetectionLuca Cultrera, Lorenzo Seidenari, Alberto Del Bimbo. iccvw 2023: 4449-4458 [doi]

Disentangling Features for Fashion RecommendationLavinia De Divitiis, Federico Becattini, Claudio Baecchi, Alberto Del Bimbo. tomccap, 19(1s), February 2023. [doi]

N: A Robust Defense Against Adversarial Attacks on Image ClassificationClaudio Ferrari, Federico Becattini, Leonardo Galteri, Alberto Del Bimbo. tomccap, 19(1s), February 2023. [doi]

The Florence multi-resolution 3D facial expression datasetClaudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo. prl, 175:23-29, November 2023. [doi]

Towards a Better Understanding of Human Emotions: Challenges of Dataset LabelingHajer Guerdelli, Claudio Ferrari, João Baptista Cardia Neto, Stefano Berretti, Walid Barhoumi, Alberto Del Bimbo. iciap 2024: 242-254 [doi]

On Modality Bias Recognition and ReductionYangyang Guo, Liqiang Nie, Harry Cheng 0002, Zhiyong Cheng 0001, Mohan S. Kankanhalli, Alberto Del Bimbo. tomccap, 19(3), 2023. [doi]

SDG-Based AI Ethics: An Analysis of Recent Computer Vision ResearchSilvio De Magistris, Alberto Del Bimbo. metroxraine 2023: 560-564 [doi]

Multiple Trajectory Prediction of Moving Agents With Memory Augmented NetworksFrancesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo. pami, 45(6):6688-6702, June 2023. [doi]

Learning Streamed Attention Network from Descriptor Images for Cross-Resolution 3D Face RecognitionJoão Baptista Cardia Neto, Claudio Ferrari, Aparecido Nilceu Marana, Stefano Berretti, Alberto Del Bimbo. tomccap, 19(1s), February 2023. [doi]

The Florence 4D Facial Expression DatasetFilippo Principi, Stefano Berretti, Claudio Ferrari, Naima Otberdout, Mohamed Daoudi, Alberto Del Bimbo. fgr 2023: 1-6 [doi]

Joint-Based Action Progress PredictionDavide Pucci, Federico Becattini, Alberto Del Bimbo. sensors, 23(1):520, 2023. [doi]

Smoothing and Transition Matrices Estimation to Learn with Noisy LabelsSimone Ricci, Tiberio Uricchio, Alberto Del Bimbo. iciap 2023: 450-462 [doi]

Meta-learning Advisor Networks for Long-tail and Noisy Labels in Social Image ClassificationSimone Ricci, Tiberio Uricchio, Alberto Del Bimbo. tomccap, 19(5s), 2023. [doi]

Attribute disentanglement with gradient reversal for interactive fashion retrievalGiovanna Scaramuzzino, Federico Becattini, Alberto Del Bimbo. prl, 172:203-212, August 2023. [doi]

DiffDefense: Defending Against Adversarial Attacks via Diffusion ModelsHondamunige Prasanna Silva, Lorenzo Seidenari, Alberto Del Bimbo. iciap 2023: 430-442 [doi]

2022

Restoration of Analog Videos Using Swin-UNetLorenzo Agnolucci, Leonardo Galteri, Marco Bertini, Alberto Del Bimbo. mm 2022: 6985-6987 [doi]

Online Deep Clustering with Video Track ConsistencyAlessandra Alfani, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo. icpr 2022: 2650-2656 [doi]

Effective conditioned and composed image retrieval combining CLIP-based featuresAlberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo. cvpr 2022: 21434-21442 [doi]

Conditioned and composed image retrieval combining and partially fine-tuning CLIP-based featuresAlberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo. cvpr 2022: 4955-4964 [doi]

Contrastive Supervised Distillation for Continual Representation LearningTommaso Barletti, Niccolo Biondi, Federico Pernici, Matteo Bruni, Alberto Del Bimbo. iciap 2022: 597-609 [doi]

I-MALL An Effective Framework for Personalized Visits. Improving the Customer Experience in StoresFederico Becattini, Giuseppe Becchi, Andrea Ferracani, Alberto Del Bimbo, Liliana Lo Presti, Giuseppe Mazzola, Marco La Cascia, Federico Cunico, Andrea Toaiari, Marco Cristani, Antonio Greco 0001, Alessia Saggese, Mario Vento. mcfr 2022: 11-19 [doi]

Understanding Human Reactions Looking at Facial Microexpressions With an Event CameraFederico Becattini, Federico Palai, Alberto Del Bimbo. tii, 18(12):9112-9121, 2022. [doi]

Events in crowded places: A smart service managementFederico Becattini, Andrea Ferracani, Giuseppe Becchi, Alberto Del Bimbo. prl, 164:153-160, 2022. [doi]

An AI Powered Re-Identification System for Real-time Contextual Multimedia ApplicationsGiuseppe Becchi, Andrea Ferracani, Filippo Principi, Alberto Del Bimbo. mm 2022: 6967-6969 [doi]

Fast and effective AI approaches for video quality improvementMarco Bertini, Leonardo Galteri, Lorenzo Seidenari, Tiberio Uricchio, Alberto Del Bimbo. mhv 2022: 77-78 [doi]

2R: Compatible Lifelong Learning RepresentationsNiccolo Biondi, Federico Pernici, Matteo Bruni, Daniele Mugnai, Alberto Del Bimbo. tomccap, 18(2s), 2022. [doi]

Is GPT-3 All You Need for Visual Question Answering in Cultural Heritage?Pietro Bongini, Federico Becattini, Alberto Del Bimbo. eccv 2023: 268-281 [doi]

Forecasting Future Instance Segmentation with Learned Optical Flow and WarpingAndrea Ciamarra, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo. iciap 2022: 349-361 [doi]

Engaging Museum Visitors with Gamification of Body and Facial ExpressionsMaria Giovanna Donadio, Filippo Principi, Andrea Ferracani, Marco Bertini, Alberto Del Bimbo. mm 2022: 7000-7002 [doi]

What makes you, you? Analyzing Recognition by Swapping Face PartsClaudio Ferrari, Matteo Serpentoni, Stefano Berretti, Alberto Del Bimbo. icpr 2022: 945-951 [doi]

Measuring 3D face deformations from RGB images of expression rehabilitation exercisesClaudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo. vrih, 4(4):306-323, 2022. [doi]

A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D FacesClaudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo. pami, 44(10):6667-6682, 2022. [doi]

LANBIQUE: LANguage-based Blind Image QUality EvaluationLeonardo Galteri, Lorenzo Seidenari, Pietro Bongini, Marco Bertini, Alberto Del Bimbo. tomccap, 18(2s), 2022. [doi]

Deep variational learning for multiple trajectory prediction of 360° head movementsQuentin Guimard, Lucile Sassatelli, Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo. gacm 2022: 12-26 [doi]

Explainable Sparse Attention for Memory-Based Trajectory PredictorsFrancesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo. eccv 2023: 543-560 [doi]

Fine-Grained Adversarial Semi-Supervised LearningDaniele Mugnai, Federico Pernici, Francesco Turchini, Alberto Del Bimbo. tomccap, 18(1s), 2022. [doi]

Search-oriented Micro-video CaptioningLiqiang Nie, Leigang Qu, Dai Meng, Min Zhang 0005, Qi Tian 0001, Alberto Del Bimbo. mm 2022: 3234-3243 [doi]

Sparse to Dense Dynamic 3D Facial Expression GenerationNaima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo. cvpr 2022: 20353-20362 [doi]

Regular Polytope NetworksFederico Pernici, Matteo Bruni, Claudio Baecchi, Alberto Del Bimbo. tnn, 33(9):4373-4387, 2022. [doi]

Learning Advisor Networks for Noisy Image ClassificationSimone Ricci, Tiberio Uricchio, Alberto Del Bimbo. iciap 2022: 442-453 [doi]

Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite MatricesBenjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal. taffco, 13(4):1813-1826, 2022. [doi]

Effective triplet mining improves training of multi-scale pooled CNN for image retrievalFederico Vaccaro, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo. mva, 33(1):16, 2022. [doi]

2021

Action Unit Detection by Learning the Deformation Coefficients of a 3D Morphable ModelLuigi Ariano, Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo. sensors, 21(2):589, 2021. [doi]

Conditioned Image Retrieval for Fashion using Contrastive Learning and CLIP-based FeaturesAlberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo. mmasia 2021: [doi]

PLM-IPE: A Pixel-Landmark Mutual Enhanced Framework for Implicit Preference EstimationFederico Becattini, Xuemeng Song, Claudio Baecchi, Shi-Ting Fang, Claudio Ferrari, Liqiang Nie, Alberto Del Bimbo. mmasia 2021: [doi]

Am I Done? Predicting Action Progress in VideosFederico Becattini, Tiberio Uricchio, Lorenzo Seidenari, Lamberto Ballan, Alberto Del Bimbo. tomccap, 16(4), 2021. [doi]

Partially Fake it Till you Make It: Mixing Real and Fake Thermal Images for Improved Object DetectionFrancesco Bongini, Lorenzo Berlincioni, Marco Bertini, Alberto Del Bimbo. mm 2021: 5482-5490 [doi]

Optical Flow based CNN for detection of unlearnt deepfake manipulationsRoberto Caldelli, Leonardo Galteri, Irene Amerini, Alberto Del Bimbo. prl, 146:31-37, 2021. [doi]

Style-Based Outfit RecommendationLavinia De Divitiis, Federico Becattini, Claudio Baecchi, Alberto Del Bimbo. cbmi 2021: 1-4 [doi]

Monocular 3D Body Shape Reconstruction under ClothingClaudio Ferrari, Leonardo Casini, Stefano Berretti, Alberto Del Bimbo. jimaging, 7(12):257, 2021. [doi]

Improving Video Quality with Generative Adversarial NetworksLeonardo Galteri, Lorenzo Seidenari, Tiberio Uricchio, Marco Bertini, Alberto Del Bimbo. In Jenny Benois-Pineau, Akka Zemmari, editors, Multi-faceted Deep Learning - Models and Data. pages 293-314, Springer, 2021. [doi]

AdaVQA: Overcoming Language Priors with Adapted Margin Cosine LossYangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo. IJCAI 2021: 708-714 [doi]

Language Based Image Quality AssessmentLorenzo Seidenari, Leonardo Galteri, Pietro Bongini, Marco Bertini, Alberto Del Bimbo. mmasia 2021: [doi]

Fast Video Visual Quality and Resolution Improvement using SR-UNetFederico Vaccaro, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo. mm 2021: 1221-1229 [doi]

2020

MIFTel: a multimodal interactive framework based on temporal logic rulesDanilo Avola, Luigi Cinque, Alberto Del Bimbo, Marco Raoul Marini. mta, 79(19-20):13533-13558, 2020. [doi]

Multiple Future Prediction Leveraging Synthetic TrajectoriesLorenzo Berlincioni, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo. icpr 2021: 6081-6088 [doi]

Keeping up with the Influencers: Improving User Recommendation in Instagram using Visual ContentMarco Bertini, Andrea Ferracani, Riccardo Papucci, Alberto Del Bimbo. um 2020: 29-34 [doi]

Automatic Interest Recognition from Posture and BehaviourWolmer Bigi, Claudio Baecchi, Alberto Del Bimbo. mm 2020: 2472-2480 [doi]

Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite MatricesEttore Maria Celozzi, Luca Ciabini, Luca Cultrera, Pietro Pala, Stefano Berretti, Mohamed Daoudi, Alberto Del Bimbo. fgr 2020: 351-355 [doi]

Explaining Autonomous Driving by Learning End-to-End Visual AttentionLuca Cultrera, Lorenzo Seidenari, Federico Becattini, Pietro Pala, Alberto Del Bimbo. cvpr 2020: 1389-1398 [doi]

Garment Recommendation with Memory Augmented Neural NetworksLavinia De Divitiis, Federico Becattini, Claudio Baecchi, Alberto Del Bimbo. icpr 2021: 282-295 [doi]

Probability Guided MaxoutClaudio Ferrari, Stefano Berretti, Alberto Del Bimbo. icpr 2021: 6517-6523 [doi]

Inner Eye Canthus Localization for Human Body Temperature ScreeningClaudio Ferrari, Lorenzo Berlincioni, Marco Bertini, Alberto Del Bimbo. icpr 2021: 8833-8840 [doi]

Increasing Video Perceptual Quality with GANs and Semantic CodingLeonardo Galteri, Marco Bertini, Lorenzo Seidenari, Tiberio Uricchio, Alberto Del Bimbo. mm 2020: 862-870 [doi]

Learning Visual Elements of Images for Discovery of Brand PostsFrancesco Gelli, Tiberio Uricchio, Xiangnan He 0001, Alberto Del Bimbo, Tat-Seng Chua. tomccap, 16(2), 2020. [doi]

Temporal Binary Representation for Event-Based Action RecognitionSimone Undri Innocenti, Federico Becattini, Federico Pernici, Alberto Del Bimbo. icpr 2021: 10426-10432 [doi]

Task-Conditioned Domain Adaptation for Pedestrian Detection in Thermal ImageryMy Kieu, Andrew D. Bagdanov, Marco Bertini, Alberto Del Bimbo. eccv 2020: 546-562 [doi]

Robust pedestrian detection in thermal imagery using synthesized imagesMy Kieu, Lorenzo Berlincioni, Leonardo Galteri, Marco Bertini, Andrew D. Bagdanov, Alberto Del Bimbo. icpr 2021: 8804-8811 [doi]

A NoGAN approach for image and video restoration and compression artifact removalFilippo Mameli, Marco Bertini, Leonardo Galteri, Alberto Del Bimbo. icpr 2021: 9326-9332 [doi]

Image and Video Restoration and Compression Artefact Removal Using a NoGAN ApproachFilippo Mameli, Marco Bertini, Leonardo Galteri, Alberto Del Bimbo. mm 2020: 4539-4541 [doi]

MANTRA: Memory Augmented Networks for Multiple Trajectory PredictionFrancesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo. cvpr 2020: 7141-7150 [doi]

Text-to-Image Synthesis Based on Machine Generated CaptionsMarco Menardi, Alex Falcon, Saida S. Mohamed, Lorenzo Seidenari, Giuseppe Serra, Alberto Del Bimbo, Carlo Tasso. ircdl 2020: 62-74 [doi]

Soft Pseudo-labeling Semi-Supervised Learning Applied to Fine-Grained Visual ClassificationDaniele Mugnai, Federico Pernici, Francesco Turchini, Alberto Del Bimbo. icpr 2021: 102-110 [doi]

Class-incremental Learning with Pre-allocated Fixed ClassifiersFederico Pernici, Matteo Bruni, Claudio Baecchi, Francesco Turchini, Alberto Del Bimbo. icpr 2021: 6259-6266 [doi]

Self-supervised on-line cumulative learning from video streamsFederico Pernici, Matteo Bruni, Alberto Del Bimbo. cviu, 197-198:102983, 2020. [doi]

Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion DynamicsBenjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal. icpr 2021: 2544-2550 [doi]

Image Retrieval using Multi-scale CNN Features PoolingFederico Vaccaro, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo. mir 2020: 311-315 [doi]

Learning Group Activities from Skeletons without Individual Action LabelsFabio Zappardino, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del Bimbo. icpr 2021: 10412-10417 [doi]

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