Publications

Ph.D. Thesis

“On-line Adaptive Visual Tracking” [PDF][Bibtex][Project page]
S. Salti
DEIS, University of Bologna, Italy, 2011

International Journals

2013

“On-line Support Vector Regression of the Transition
Model for the Kalman Filter”
[PDF][Bibtex][Project page]
S. Salti, L. Di Stefano
Image and Vision Computing, June–July 2013, 31(6-7), 487-501.

“Performance Evaluation of 3D Keypoint Detectors” [PDF][Bibtex][Project Page]
F. Tombari, S. Salti, L. Di Stefano
International Journal of Computer Vision, March 2013, 102(1-3), 198-220.

2012

“Adaptive Appearance Modeling for Video Tracking: Survey and Evaluation” [PDF][Bibtex][Project page]
S. Salti, A. Cavallaro, L. Di Stefano
IEEE Trans. On Image Processing, 2012, 21(10), 4334-4348.

2011

“Augmented Reality for Aircraft Maintenance Training and Operations Support” [PDF][Bibtex][Project Page]
F.  De Crescenzio, M. Fantini, F. Persiani, L. Di Stefano, P. Azzari, S. Salti
IEEE Computer Graphics and Applications, 2011, 31 (1), 96-101.

International Conferences

2013

Keypoints from Symmetries by Wave Propagation [PDF][Bibtex][Project Page]
S. Salti, A. Lanza, L. Di Stefano
International Conference on Computer Vision and Pattern Recognition (CVPR), 2013, Portland, Oregon (USA)

GPU-SHOT: parallel optimization for real-time 3D local description [PDF][Bibtex][Project Page]
D. Palossi, F. Tombari, S. Salti, M. Ruggiero, L. Di Stefano, L. Benini
9th IEEE Embedded Vision Workshop (EVW) @ CVPR 2013, (to appear).

A Traffic Sign Detection pipeline based on interest regions extraction [PDF][Bibtex][Project Page]
S. Salti, A. Petrelli, F. Tombari, N. Fioraio, L. Di Stefano
International Joint Conference on Neural Networks (IJCNN), 2013, (to appear).

2012

On the Affinity between 3D Detectors and Descriptors [PDF][Bibtex][Project Page]
S. Salti, A. Petrelli, F. Tombari, L. Di Stefano
Second International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), 2012, 424-431.

Toward compressed 3D descriptors [PDF][Bibtex][Project Page]
F. Malaguti, F. Tombari, S. Salti, L. Di Stefano, D. Pau
Second International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), 2012, 176-183.

2011

Background subtraction by non-parametric probabilistic clustering [PDF][Bibtex][Project Page]
A. Lanza, S. Salti, L. Di Stefano
8th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011, 243-248.

A Performance Evaluation of 3D Keypoint Detectors [PDF][Bibtex][Project Page]
S. Salti, F. Tombari, L. Di Stefano
International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), 2011, 236-243.
(Best paper Award Runner-up)

RGB-D object recognition and localization with clutter and occlusions [PDF][Bibtex][Project Page]
F. Tombari, S. Salti, L. Di Stefano
RGB-D Workshop on 3D Perception in Robotics, euRobotics Forum, 2011.

A combined texture-shape descriptor for enhanced 3D feature matching [PDF][Bibtex][Project Page]
F. Tombari, S. Salti, L. Di Stefano
18th IEEE International Conference on Image Processing (ICIP), 2011, 809-812.

2010

On the use of implicit shape models for recognition of object categories in 3d data [PDF][Bibtex]
S. Salti, F. Tombari, L. Di Stefano
Asian Conference on Computer Vision (ACCV), 2010, 653-666.

Bayesian loop for synergistic change detection and tracking [PDF][Bibtex]
S. Salti, A. Lanza, L. Di Stefano
Workshop on Visual Surveillance (VS), 2010, 43-53.

Unique shape context for 3d data description [PDF][Bibtex]
F. Tombari, S. Salti, L. Di Stefano
ACM Workshop on 3D Object Retrieval (3DOR), 2010, 57-62.

Unique signatures of histograms for local surface description [PDF][Bibtex]
F. Tombari, S. Salti, L. Di Stefano
European Conference on computer Vision (ECCV), 2010, 356-369.

2009

On-line learning of the transition model for Recursive Bayesian Estimation [PDF][Bibtex]
S. Salti, L. Di Stefano
ICCV Workshop on Machine Learning for Vision-based Motion Analisys (MLVMA), 2009, 428-435.

SVR-based jitter reduction for markerless augmented reality [PDF][Bibtex]
S. Salti, L. Di Stefano
International Conference on Image Analysis and Processing (ICIAP), 2009, 24-33.

2008

Real-time 3d arm pose estimation from monocular video for enhanced HCI [PDF][Bibtex]
S. Salti, O. Schreer, L. Di Stefano
Workshop on Vision Networks for Behavior Analysis (VNBA), 2008, 1-8.

Invited Contributions

“Low and mid-level video analysis for advanced surveillance applications”
F. Tombari, A. Lanza, S. Salti, L. Di Stefano
2nd Workshop on VIdeo Surveillance projects in ITaly (VISIT 2011), May 2011, Modena, Italy.