Publications

Conditional Variational Capsule Network for Open Set Recognition

Yunrui Guo*, Guglielmo Camporese*, Wenjing Yang, Alessandro Sperduti, Lamberto Ballan

IEEE International Conference on Computer Vision (ICCV), 2021

arXiv preprint Code & Dataset

SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos

Nada Osman, Guglielmo Camporese, Pasquale Coscia, Lamberto Ballan

ICCV Workshop on Egocentric Perception Interaction and Computing (EPIC), 2021

arXiv preprint

AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction

Alessia Bertugli, Simone Calderara, Pasquale Coscia, Lamberto Ballan, Rita Cucchiara

Computer Vision and Image Understanding, Vol. 210, 2021

Paper arXiv preprint

Am I Done? Predicting Action Progress in Videos

Federico Becattini, Tiberio Uricchio, Lorenzo Seidenari, Lamberto Ballan, Alberto Del Bimbo

ACM Trans. on Multimedia Computing, Communications, and Applications (TOMM), Vol. 16, Issue 4, pp. 1-24, 2021

Paper arXiv preprint

Exploiting Scene-specific Features for Object Goal Navigation

Tommaso Campari, Paolo Eccher, Luciano Serafini, Lamberto Ballan

ECCV Workshop on Assistive Computer Vision and Robotics (ACVR), 2020

Paper arXiv preprint

Knowledge Distillation for Action Anticipation via Label Smoothing

Guglielmo Camporese, Pasquale Coscia, Antonino Furnari, Giovanni Maria Farinella, Lamberto Ballan

International Conference on Pattern Recognition (ICPR), 2020

Paper arXiv preprint Video

A CNN-RNN Framework for Image Annotation from Visual Cues and Social Network Metadata

Tobia Tesan, Pasquale Coscia, Lamberto Ballan

International Conference on Pattern Recognition (ICPR), 2020

Paper arXiv preprint

On Visual-Textual-Knowledge Entity Linking

Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti

European Conference on Artificial Intelligence (ECAI) Highlight, 2020
IEEE International Conference on Semantic Computing (ICSC), 2020

Paper Abstract Code & Dataset

VTKEL: A resource for Visual-Textual-Knowledge Entity Linking

Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti

ACM Symposium On Applied Computing (ACM-SAC), 2020

Paper Code & Dataset

Social and Scene-aware Trajectory Prediction in Crowded Spaces

Matteo Lisotto, Pasquale Coscia, Lamberto Ballan

ICCV Workshop on Assistive Computer Vision and Robotics (ACVR), 2019

Paper arXiv preprint Code

Long-term Path Prediction in Urban Scenarios using Circular Distributions

Pasquale Coscia, Francesco Castaldo, Francesco Palmieri, Alexandre Alahi, Silvio Savarese, Lamberto Ballan

Image and Vision Computing, Vol. 69, pp. 81-91, 2018

Paper IVC Best Paper Award 2021

Context-aware Trajectory Prediction

Federico Bartoli, Giuseppe Lisanti, Lamberto Ballan, Alberto Del Bimbo

International Conference on Pattern Recognition (ICPR), 2018

Paper

Learning without Prejudice: Avoiding Bias in Webly-Supervised Action Recognition

Christian Rupprecht, Ansh Kapil, Nan Liu, Lamberto Ballan, Federico Tombari

Computer Vision and Image Understanding, Vol. 173, pp. 24-32, 2018

Paper arXiv preprint

Localization of JPEG double compression through multi-domain convolutional neural networks

Irene Amerini*, Tiberio Uricchio*, Lamberto Ballan, Roberto Caldelli

CVPR Workshop on Media Forensics (MF), 2017

Paper

Automatic Image Annotation via Label Transfer in the Semantic Space

Tiberio Uricchio, Lamberto Ballan, Lorenzo Seidenari, Alberto Del Bimbo

Pattern Recognition, Vol. 71, pp. 144-157, 2017

Paper arXiv preprint

Effective Fisher Vector Aggregation for 3D Object Retrieval

Jean-Baptiste Boin, André Araujo, Lamberto Ballan, Bernd Girod

IEEE Int'l Conference on Acoustics Speech and Signal Processing (ICASSP), 2017

Paper

Knowledge Transfer for Scene-specific Motion Prediction

Lamberto Ballan, Francesco Castaldo, Alexandre Alahi, Francesco Palmieri, Silvio Savarese

European Conference on Computer Vision (ECCV), 2016

Paper

Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement and Retrieval

Xirong Li*, Tiberio Uricchio*, Lamberto Ballan, Marco Bertini, Cees GM Snoek, Alberto Del Bimbo

ACM Computing Surveys, Vol. 49, Issue 1, pp. 1-39, 2016

Paper arXiv preprint Code

Point-based path prediction from polar histograms

Pasquale Coscia, Francesco Castaldo, Francesco Palmieri, Lamberto Ballan, Alexandre Alahi, Silvio Savarese

International Conference on Information Fusion (FUSION), 2016

Paper

Love Thy Neighbors: Image Annotation by Exploiting Image Metadata

Justin Johnson*, Lamberto Ballan*, Li Fei-Fei

IEEE International Conference on Computer Vision (ICCV), 2015

Paper Video

A data-driven approach for tag refinement and localization in web videos

Lamberto Ballan, Marco Bertini, Giuseppe Serra, Alberto Del Bimbo

Computer Vision and Image Understanding, Vol. 140, pp. 58-67, 2015

Paper

Data-driven approaches for social image and video tagging

Lamberto Ballan, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo

Multimedia Tools and Applications, Vol. 74:4, pp. 1443-1468, 2015

Paper