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Technologies of Vision: publications

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publication list - 2014

* A.K. Rajagopal, R. Subramanian, E. Ricci, R.L. Vieriu, O. Lanz, R. Kalpathi, N. Sebe
Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images
International Journal of Computer Vision, Vol. 109, N. 1-2, pp. 146-167, 2014 [doi]

* P. Kontschieder, S. Rota Bulo', M. Pelillo, H. Bischof
Structured Labels in Random Forests for Semantic Labelling and Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014 [doi]

* T.A. Ciarfuglia, G. Costante, P. Valigi, E. Ricci
Evaluation of non-Geometric Methods for Visual Odometry
Robotics and Autonomous Systems, 2014 [doi]

* E. Rodola', S. Rota Bulo', D. Cremers
Robust Region Detection via Consensus Segmentation of Deformable Shapes
Computer Graphics Forum, Vol. 33, N. 5, 2014

* A. Marin, S. Rota Bulo'
Explicit Solutions for Queues with Hypo- or Hyper-Exponential Service Time Distribution and Application to Product-form Approximations
Performance Evaluation, 2014 [doi]

* F. Nourbakhsh, S. Rota Bulo', M. Pelillo
A Matrix Factorization Approach to Graph Compression with Partial Information
International Journal of Machine Learning and Cybernetics, 2014, [doi]

* M. Lecca
On the von Kries Model: Estimation, Dependence on Light and Device, and Applications
Chapter in Book, Advances in Low-Level Color Image Processing, Lecture Notes in Computational Vision and Biomechanics, Vol. 11, M. E. Celebi, B. Smolka Eds., Springer, 2014, pp. 95-135, ISBN 978-94-007-7583-1 [doi]

* M.K. Abadi, A. Abad, R. Subramanian, N. Rostamzadeh, E. Ricci, J. Varadarajan, N. Sebe
A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations
International ACM Workshop on Crowdsourcing for Multimedia - CrowdMM, Orlando, Florida, USA, 7 November 2014

* L. Porzi, S. Rota Bulo', O. Lanz, P. Valigi, E. Ricci
Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone
8th ACM/IEEE International Conference on Distributed Smart Cameras - ICSDC, Venezia, Italy, 4-7 November 2014

* T. Hu, S. Messelodi, O. Lanz
Wide-area Multi-camera Multi-object Tracking with Dynamic Task Decomposition
8th ACM/IEEE International Conference on Distributed Smart Cameras - ICSDC, Venezia, Italy, 4-7 November 2014

* G. Zen, E. Sangineto, E. Ricci, N. Sebe
We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer
ACM Multimedia - ACMMM, Orlando, FL, USA, 3-7 November 2014

* Y. Yan, E. Ricci, N. Rostamzadeh, N. Sebe
It's All About Habits: Exploiting Multi-task Clustering for Activities of Daily Living Analysis
International Conference on Image Processing - ICIP, Paris, France, 27-30 October 2014

* S. Mutlu, S. Rota Bulo', O. Lanz
Exploiting Color Constancy for Robust Tracking Under non-Uniform Illumination
International Conference on Image Analysis and Recognition - ICIAR, Algavre, Portugal, 22-24 October 2014

* M. Aravecchia, S. Messelodi
Gaussian Process for RSS-based Localisation
10th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications - WiMob, Larnaca, Cyprus, 8-10 October 2014

* G. Costante, E. Bellocchio, P. Valigi, E. Ricci
Personalizing Vision-based Gestural Interfaces for HRI with UAVs: a Transfer Learning Approach
IEEE/RSJ International Conference on Intelligent Robots and Systems - IROS, Chicago, Illinois, USA, 14-18 September 2014

* P. Chippendale, V. Tomaselli, V. D'Alto, G. Urlini, C.M. Modena, S. Messelodi, M. Strano, G. Alce, K. Hermodsson, M. Razafimahazo, T. Michel, G. Farinella
Personal Shopping Assistance and Navigator System for Visually Impaired People
2nd Workshop on Assistive Computer Vision and Robotics - ACVR at ECCV, Zurich, Switzerland, 12 September 2014

* M. Lecca
Color improves texture retrieval
X Conferenza del Colore, Genova, Italia, 11-12 September 2014

* G. Costante, L. Porzi, O. Lanz, P. Valigi, E. Ricci
Personalizing a Smartwatch-based Gesture Interface with Transfer Learning
22nd European Signal Processing Conference - EUSIPCO, Lisbon, Portugal, 1-5 September, 2014

* A. Lourenco, S. Rota Bulo', C. Carreiras, A. Fred
ECG Analysis Using Consensus Clustering
22nd European Signal Processing Conference - EUSIPCO, Lisbon, Portugal, 1-5 September, 2014

* F. Nourbakhsh, S. Rota Bulo', M. Pelillo
A Matrix Factorization Approach to Graph Compression
22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, 24-28 August 2014

* T. Hu, S. Messelodi, O. Lanz
Dynamic Task Decomposition for Probabilistic Tracking in Complex Scenes
22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, 24-28 August 2014

* Y. Yan, R. Subramanian, E. Ricci, O. Lanz, N. Sebe
Evaluating Multi-task Learning for Multi-view Head-pose Classification in Interactive
22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, 24-28 August 2014

* Y. Yan, E. Ricci, G. Liu, R. Subramanian, N. Sebe
Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition
22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, 24-28 August 2014

* G. Zen, E. Ricci, N. Sebe
Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover's Distance
22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, 24-28 August 2014

* B. Biggio, S. Rota Bulo', I. Pillai, M. Mura, E. Z. Mequanint, M. Pelillo, F. Roli
Poisoning Complete-linkage Hierarchical Clustering
Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition - S+SSPR 2014, Joensuu, Finland, 20-22 August, 2014 [doi]

* S. Rota Bulo', P. Kontschieder
Neural Decision Forests for Semantic Image Labelling
Computer Vision and Pattern Recognition - CVPR, Columbus, Ohio, USA, 24-27 June 2014 [oral]

* E. Rodola', S. Rota Bulo', T. Windheuser, M. Vestner, D. Cremers
Dense Non-Rigid Shape Correspondence using Random Forests
Computer Vision and Pattern Recognition - CVPR, Columbus, Ohio, USA, 24-27 June 2014

* G. Costante, V. Galieni, Y. Yan, M.L. Fravolini, E. Ricci, P. Valigi
Exploiting Transfer Learning for Personalized View Invariant Gesture Recognition
IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP, pp. 1250-1254, Florence, Italy, 25-30 May 2014 [doi]

* M. Lecca, L.Gasparini, M.Gottardi
Ultra-low Power High-dynamic Range Color Pixel Embedding RGB to r-g Chromaticity Transformation
Proceedings SPIE Photonics Europe, Vol. 9141, Brussels, Belgium, 14-17 April 2014 [doi]