School of Electronic Engineering and Computer Science

Professor Andrea Cavallaro, PhD MIET MIEEE

Andrea

Director of Centre for Intelligent Sensing & Professor in Multimedia Signal Processing

Email: a.cavallaro@qmul.ac.uk
Telephone: +44 20 7882 5165
Room Number: Peter Landin, CS 436
Website: http://www.eecs.qmul.ac.uk/~andrea
Office Hours: Monday 15:00-17:00

Teaching

Introduction to Computer Vision (Postgraduate/Undergraduate)

In recent years, research in computer vision has made significant progress. This is largely driven by the recognition that effective visual perception is crucial in understanding intelligent behaviour - unless we understand how we perceive, we will never understand how we reason The first part of the module will introduce the relevant concepts and techniques in machine learning. In the second part we will show how these techniques can be applied to various areas in computer vision.

Research

Research Interests:

Camera networks; Target detection and tracking; Behaviour and identity recognition.

Recent keynote and pl enary talks (2015)

- International work conference on artificial neural networks (IWANN)
Palma, June 2015
- Workshop on De-identification for privacy protection in multimedia at IEEE FG
Ljubljana, May 2015
- International Conference on Computer Vision, Imaging and Computer Graphics
Berlin, March 2015 
- International Conference on Perception and Machine Intelligence (Permin)
Kolkata, February 2015
-- full list: http://www.eecs.qmul.ac.uk/~andrea/talks.html 


Recent journal publications (2014-2015): 

Cost-aware coalition formation for target tracking in camera networks
J.C . SanMiguel, A. Cavallaro
IEEE Sensors 
(to appear)

Automatic analysis of facial affect: a survey of registration, representation and recognition
E. Sariyanidi, H. Gunes, A. Cavallaro
IEEE Transactions on Pattern Analysis and Machine Intellige nce (to appear)

Tracking multiple high-density homogeneous targets< br style="box-sizing: border-box;" />F. Poiesi, A. Cavallaro
IEEE Transactions on Circuits and Systems for Video Technology
 (to appear)

Tracker-level fusion for robust Bayesian vis ual tracking
T.A. Biresaw, A. Cavallaro, C.S. Regazzoni
IEEE T ransactions on Circuits and Systems for Video Technology (to appear)

Predi cting and recognizing interactions in public spaces
F. Poiesi, A. Cavallaro
Journal of Real-Time Image Processing (to appear)

Discovery and organization of multi-camera user-generated videos of the same event
S. Bano, A. Cavallaro
Information Sciences, Vol. 302, May 2015, pp. 108-121

Correlation-based self-correcting tracking
T.A. Biresaw, C.S. Regazzoni, A. Cavallaro
Neurocomputing, Vol 152, March 2015, pp. 345-358

Audio-visual events for multi-camera synchronisation
A. Llagostera Casanovas, A. Cavallaro
Multimedia Tools and Applications, Vol. 74, Issue 4, February 2015, pp. 1317-1340

Temporal validation of particle filters for video tracking
J.C. SanMiguel, A. Cavallar o
Computer Vision and Image Understanding
, Vol. 131, February 2015, pp. 42-55

Multi-view matching of articulated objects
L. Zini, F. Odo ne, A. Cavallaro 
IEEE Transactions on Circuits and Systems for Video Technology, Vol. 24, No. 11, No vember 2014, pp. 1920-1934

Cost-effective features for re-identification in cam era networks
S.F. Tahir, A. Cavallaro
IEEE Transactions on Cir cuits and Systems for Video Technology, Vol. 24, No. 8, August 2014, pp. 1362-1374

Self-reconfigurable smart camera networks
J.C. SanMiguel, C. Micheloni, K. Shoop, G.L. Foresti, A. Cavallaro
IEEE Computer, Vol. 47, No. 5, May 2014, pp. 26-32

Camera localization using trajectories and maps
R. Mohedano del Pozo, A. Cavallaro, N. Garcia
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 36, No. 4, April 2014, pp. 684-697

Resource allocation for personalized video summarization
F. Chen, C. De Vleeschouwer, A. Cavallaro
IEEE Transactions on Multimedia, Vol. 16, Issue 2, February 2014, pp. 455-469

Measures of effective video tracking
T. Nawaz, F. Poiesi, A. Cavallaro
IEEE Transactions on Image Process ing, Vol. 23, Issue 1, January 2014, pp. 376-388

 --full list: http://www.eecs.qmul.ac.uk/~ andrea/publications.html

Demo videoswww.youtube.com/smartcameras

Publications

  • Ahmed S, Hansard M, Cavallaro A (2018). Constrained optimization for plane-based stereo. nameOfConference
  • WANG L, CAVALLARO A (2018). Acoustic Sensing From a Multi-Rotor Drone. nameOfConference
  • Matthews T, Osorio D, Cavallaro A et al. (2018). The Importance of Spatial Visual Scene Parameters in Predicting Optimal Cone Sensitivities in Routinely Trichromatic Frugivorous Old-World Primates.. nameOfConference
  • WANG L, CAVALLARO A (2018). Pseudo-determined blind source separation for ad-hoc microphone networks. nameOfConference
  • Mohedano R, Cavallaro A, Garcia N (2018). A Hierarchical Approach to Sensor Network Calibration by Joint Refinement of Sensor Pose and Object Trajectories. nameOfConference
  • Lawal IA, Poiesi F, Anguita D et al. (2017). Support vector motion clustering. nameOfConference
  • Sanchez-Matilla R, Wang L, Cavallaro A (2017). Multi-modal localization and enhancement of multiple sound sources from a micro aerial vehicle. nameOfConference
  • Wang Y, Cavallaro A (2017). Active visual tracking in multi-agent scenarios. nameOfConference
  • Khalid O, Carlos SanMiguel J, Cavallaro A (2017). Multi-Tracker Partition Fusion. nameOfConference
  • SanMiguel JC, Cavallaro A (2017). Networked Computer Vision: The Importance of a Holistic Simulator. nameOfConference
  • WANG L, cavallaro A (2017). Time-frequency processing for sound source localization from a micro aerial vehicle. 42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017)
  • Qian X, Brutti A, Omologo M et al. (2017). 3D audio-visual speaker tracking with an adaptive particle filter. nameOfConference
  • Katragadda S, Regazzoni CS, Cavallaro A (2017). Average consensus-based asynchronous tracking. nameOfConference
  • Abebe G, Cavallaro A (2017). Hierarchical modeling for first-person vision activity recognition. nameOfConference
  • Zhao L, Hansard M, Cavallaro A (2017). Layered Scene Models from Single Hazy Images. nameOfConference
  • Ma Y, Gao Y, Cavallaro A et al. (2017). Sparsity Independent Sub-Nyquist Rate Wideband Spectrum Sensing on Real-Time TV White Space. nameOfConference
  • Yao H, Cavallaro A, Bouwmans T et al. (2017). Guest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video Surveillance. nameOfConference
  • WANG L, cavallaro A (2017). Microphone-array ego-noise reduction algorithms for auditory micro aerial vehicles. nameOfConference
  • Brutti A, Cavallaro A (2017). Online Cross-Modal Adaptation for Audio-Visual Person Identification With Wearable Cameras. nameOfConference
  • Sariyanidi E, Gunes H, Cavallaro A (2017). Learning Bases of Activity for Facial Expression Recognition. nameOfConference
  • Katragadda S, Cavallaro A, IEEE (2017). A batch asynchronous tracker for wireless smart-camera networks. nameOfConference
  • Abebe G, Cavallaro A, IEEE (2017). A long short-term memory convolutional neural network for first-person vision activity recognition. nameOfConference
  • SanMiguel JC, Cavallaro A, IEEE (2017). EFFICIENT ESTIMATION OF TARGET DETECTION QUALITY. nameOfConference
  • Abebe G, Cavallaro A, IEEE (2017). Inertial-Vision: cross-domain knowledge transfer for wearable sensors. nameOfConference
  • Campo D, Baydoun M, Marcenaro L et al. (2017). Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components. nameOfConference
  • Brutti A, Cavallaro A, IEEE (2017). Unsupervised cross-modal deep-model adaptation for audio-visual re-identification with wearable cameras. nameOfConference
  • Sariyanidi E, Gunes H, Cavallaro A (2016). Robust Registration of Dynamic Facial Sequences.. nameOfConference
  • Khan A, Rinner B, Cavallaro A (2016). Cooperative Robots to Observe Moving Targets: Review. nameOfConference
  • CAVALLARO A (2016). On-line cross-modal adaptation for audio-visual person identification with wearable cameras. nameOfConference
  • Sarwar O, Rinner B, Cavallaro A (2016). Design space exploration for adaptive privacy protection in airborne images. nameOfConference
  • Wang L, Cavallaro A (2016). Ear in the sky: Ego-noise reduction for auditory micro aerial vehicles. nameOfConference
  • Wang Y, Cavallaro A (2016). Prioritized target tracking with active collaborative cameras. nameOfConference
  • Muzaffar R, Yanmaz E, Bettstetter C et al. (2016). Application-layer rate-adaptive multicast video streaming over 802.11 for mobile devices. nameOfConference
  • Battiato S, Cavallaro A, Distante C (2016). Special issue on "Video analytics for audience measurement in retail and digital signage". nameOfConference
  • Abebe G, Cavallaro A, Parra X (2016). Robust multi-dimensional motion features for first-person vision activity recognition. nameOfConference
  • Carlos SanMiguel J, Cavallaro A (2016). Energy Consumption Models for Smart Camera Networks. nameOfConference
  • Muzaffar R, Vukadinovic V, Cavallaro A (2016). Rate-adaptive multicast video streaming from teams of micro aerial vehicles. nameOfConference
  • Wang L, Hon TK, Reiss JD et al. (2016). An Iterative Approach to Source Counting and Localization Using Two Distant Microphones. nameOfConference
  • Bano S, Cavallaro A (2016). ViComp: composition of user-generated videos. nameOfConference
  • WANG L, Reiss J, cavallaro A (2016). Over-Determined Source Separation and Localization Using Distributed Microphones. nameOfConference
  • Wang L, Hon TK, Reiss JD et al. (2016). Self-localization of ad-hoc arrays using time difference of arrivals. nameOfConference
  • Poiesi F, Cavallaro A (2016). Detection of fast incoming objects with a moving camera. nameOfConference
  • Sanchez-Matilla R, Poiesi F, Cavallaro A (2016). Online multi-target tracking with strong and weak detections. nameOfConference
  • Emberton S, Chittka L, Cavallaro A et al. (2016). Sensor capability and atmospheric correction in ocean colour remote sensing. nameOfConference
  • Hon TK, Wang L, Reiss JD et al. (2015). Fine landmark-based synchronization of ad-hoc microphone arrays. nameOfConference
  • Poiesi F, Cavallaro A (2015). Distributed vision-based flying cameras to film a moving target. nameOfConference
  • Khan A, Rinner B, Cavallaro A (2015). Multiscale observation of multiple moving targets using Micro Aerial Vehicles. nameOfConference
  • Poiesi F, Cavallaro A (2015). Predicting and recognizing human interactions in public spaces. nameOfConference
  • Wang Y, Cavallaro A (2015). Coalition formation for distributed tracking in wireless camera networks. nameOfConference
  • Biresaw TA, Cavallaro A, Regazzoni CS (2015). Dynamic Bayesian Network modeling for self- and cross-correcting tracking. nameOfConference
  • Zhao L, HANSARD M, Cavallaro A (2015). Pop-up modelling of hazy scenes. International Conference on Image Analysis and Processing
  • Sariyanidi E, Gunes H, Cavallaro A (2015). Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition.. nameOfConference
  • SanMiguel JC, Cavallaro A (2015). Cost-Aware Coalitions for Collaborative Tracking in Resource-Constrained Camera Networks. nameOfConference
  • Biresaw TA, Cavallaro A, Regazzoni CS (2015). Tracker-level fusion for robust bayesian visual tracking. nameOfConference
  • Poiesi F, Cavallaro A (2015). Tracking multiple high-density homogeneous targets. nameOfConference
  • Casanovas AL, Cavallaro A (2015). Audio-visual events for multi-camera synchronization. nameOfConference
  • SanMiguel JC, Cavallaro A (2015). Temporal validation of Particle Filters for video tracking. nameOfConference
  • Hon TK, Wang L, Reiss JD et al. (2015). Audio Fingerprinting for Multi-Device Self-Localisation. nameOfConference
  • Biresaw TA, Cavallaro A, Regazzoni CS (2015). Correlation-based self-correcting tracking. nameOfConference
  • Bano S, Cavallaro A (2015). Discovery and organization of multi-camera user-generated videos of the same event. nameOfConference
  • Bano S, Cavallaro A, Parra X et al. (2015). Gyro-based Camera-Motion Detection in User-Generated Videos. nameOfConference
  • Poiesi F, Cavallaro A (2015). MTTV: An interactive trajectory visualization and analysis tool. nameOfConference
  • Katragadda S, Cavallaro A (2015). Neighbour consensus for distributed visual tracking. nameOfConference
  • Sariyanidi E, Gunes H, Cavallaro A (2015). Probabilistic Subpixel Temporal Registration for Facial Expression Analysis. nameOfConference
  • Sariyanidi E, Gunes H, Cavallaro A (2015). Probabilistic subpixel temporal registration for facial expression analysis. nameOfConference
  • Tahir SF, Cavallaro A, Rinner B (2015). Re-identification with multiple source-cameras. nameOfConference
  • Li W, Song YZ, Cavallaro A (2015). Refining graph matching using inherent structure information. nameOfConference
  • Poiesi F, Cavallaro A (2015). Self-positioning of a team of flying smart cameras. nameOfConference
  • Zini L, Odone F, Cavallaro A (2014). Multiview Matching of Articulated Objects. nameOfConference
  • Poiesi F, Cavallaro A (2014). Predicting and recognizing human interactions in public spaces. nameOfConference
  • SanMiguel JC, Shoop K, Cavallaro A et al. (2014). Self-Reconfigurable Smart Camera Networks. nameOfConference
  • Chen F, De Vleeschouwer C, Cavallaro A (2014). Resource Allocation for Personalized Video Summarization. nameOfConference
  • Nawaz T, Poiesi F, Cavallaro A (2014). Assessing tracking assessment measures. nameOfConference
  • Nawaz T, Poiesi F, Cavallaro A (2014). Assessing tracking assessment measures. nameOfConference
  • Katragadda S, Sanmiguel JC, Cavallaro A (2014). Consensus protocols for distributed tracking in wireless camera networks. nameOfConference
  • Tahir SF, Cavallaro A (2014). Cost-effective features for reidentification in camera networks. nameOfConference
  • Tahir SF, Cavallaro A (2014). Low-cost multi-camera object matching. nameOfConference
  • Nawaz T, Poiesi F, Cavallaro A (2014). Measures of Effective Video Tracking. nameOfConference
  • Nawaz T, Cavallaro A, Rinner B et al. (2014). TRAJECTORY CLUSTERING FOR MOTION PATTERN EXTRACTION IN AERIAL VIDEOS. nameOfConference
  • Katragadda S, SanMiguel JC, Cavallaro A (2014). The costs of fusion in smart camera networks. nameOfConference
  • Akgun T, Attwood C, Cavallaro A et al. (2014). Towards cognitive and perceptive video systems. nameOfConference
  • Mohedano R, Cavallaro A, García N (2013). Camera Localization using Trajectories and Maps.. nameOfConference
  • Borges PVK, Conci N, Cavallaro A (2013). Video-Based Human Behavior Understanding: A Survey. nameOfConference
  • Poiesi F, Mazzon R, Cavallaro A (2013). Multi-target tracking on confidence maps: An application to people tracking. nameOfConference
  • Babaguchi N, Cavallaro A, Chellappa R et al. (2013). Special Issue on Intelligent Video Surveillance for Public Security and Personal Privacy. nameOfConference
  • Babaguchi N, Cavallaro A, Chellappa R et al. (2013). Guest editorial special issue on intelligent video surveillance for public security and personal privacy. nameOfConference
  • Zini L, Cavallaro A, Odone F (2013). Action-Based Multi-Camera Synchronization. nameOfConference
  • Nawaz T, Cavallaro A (2013). A protocol for evaluating video trackers under real-world conditions.. nameOfConference
  • Mazzon R, Cavallaro A (2013). Multi-camera tracking using a Multi-Goal Social Force Model. nameOfConference
  • Chen F, Cavallaro A, IEEE (2013). DETECTING GROUP INTERACTIONS BY ONLINE ASSOCIATION OF TRAJECTORY DATA. nameOfConference
  • Mazzon R, Poiesi F, Cavallaro A (2013). Detection and tracking of groups in crowd. nameOfConference
  • Targon V, Cavallaro A, IEEE (2013). Distributed Measurement Selection for Energy-efficient Radio Tracking. nameOfConference
  • Sariyanidi E, Gunes H, Gokmen M et al. (2013). Local Zernike Moment Representation for Facial Affect Recognition. nameOfConference
  • Mazzon R, Tahir SF, Cavallaro A (2012). Person re-identification in crowd. nameOfConference
  • Salti S, Cavallaro A, Di Stefano L (2012). Adaptive Appearance Modeling for Video Tracking: Survey and Evaluation. nameOfConference
  • SanMiguel JC, Cavallaro A, Martinez JM (2012). Adaptive Online Performance Evaluation of Video Trackers. nameOfConference
  • Anjum N, Cavallaro A (2012). Automated Localization of a Camera Network. nameOfConference
  • Taj M, Cavallaro A, IEEE (2012). INTERACTION RECOGNITION IN WIDE AREAS USING AUDIOVISUAL SENSORS. nameOfConference
  • Garcia-Martin A, Cavallaro A, Martinez JM et al. (2012). PEOPLE-BACKGROUND SEGMENTATION WITH UNEQUAL ERROR COST. nameOfConference
  • SanMiguel JC, Cavallaro A, Martinez JM et al. (2012). STANDALONE EVALUATION OF DETERMINISTIC VIDEO TRACKING. nameOfConference
  • Popkin T, CAVALLARO A, Hands D (2011). Image coding using depth blurring for aesthetically acceptable distortion. nameOfConference
  • Chellappa R, Cavallaro A, Wu Y et al. (2011). Special Issue on Video Analysis on Resource-Limited Systems. nameOfConference
  • Taj M, Cavallaro A (2011). Distributed and Decentralized Multicamera Tracking. nameOfConference
  • Daniyal F, Cavallaro A, IEEE (2011). ABNORMAL MOTION DETECTION IN CROWDED SCENES USING LOCAL SPATIO-TEMPORAL ANALYSIS. nameOfConference
  • Popkin T, Cavallaro A, Hands D et al. (2011). EFFICIENT DEPTH BLURRING WITH OCCLUSION HANDLING. nameOfConference
  • Nawaz T, Cavallaro A, IEEE (2011). PFT: A PROTOCOL FOR EVALUATING VIDEO TRACKERS. nameOfConference
  • Maggio E, CAVALLARO A (2011). Video tracking: theory and practice. nameOfConference
  • N Anjum AC (2010). Automated localization of a camera network. nameOfConference
  • Tziakos I, Cavallaro A, Xu LQ (2010). Event monitoring via local motion abnormality detection in non-linear subspace. nameOfConference
  • Cavallaro A, Aghajan H (2010). Special issue on multi-camera and multi-modal sensor fusion. nameOfConference
  • Popkin T, Cavallaro A, Hands D (2010). An Accurate and Efficient Method for Smoothly Space-Variant Gaussian Blurring. nameOfConference
  • Daniyal F, Taj M, Cavallaro A (2010). Content and task-based view selection from multiple video streams. nameOfConference
  • Poiesi F, Daniyal F, Cavallaro A (2010). DETECTOR-LESS BALL LOCALIZATION USING CONTEXT AND MOTION FLOW ANALYSIS. nameOfConference
  • SanMiguel JC, Cavallaro A, Martinez JM et al. (2010). EVALUATION OF ON-LINE QUALITY ESTIMATORS FOR OBJECT TRACKING. nameOfConference
  • Tziakos I, Cavallaro A, Xu LQ (2010). Local abnormality detection in video using subspace learning. nameOfConference
  • Taj M, Cavallaro A (2010). Multi-view multi-object detection tracking. nameOfConference
  • De Vleeschouwer C, Cavallaro A, Frossard P et al. (2010). Multicamera Information Processing: Acquisition, Collaboration, Interpretation, and Production. nameOfConference
  • Taj M, Cavallaro A (2010). Recognizing Interactions in Video. nameOfConference
  • Anjum N, Cavallaro A (2010). Trajectory clustering for scene context learning and outlier detection. nameOfConference
  • Maggio E, Cavallaro A (2009). Learning Scene Context for Multiple Object Tracking. nameOfConference
  • Maggio E, Cavallaro A (2009). Learning scene context for multiple object tracking. nameOfConference
  • Nair P, Cavallaro A (2009). 3-D Face Detection, Landmark Localization, and Registration Using a Point Distribution Model. nameOfConference
  • Nair P, Cavallaro A (2009). 3D face detection, landmark localization and registration using a Point Distribution Model. nameOfConference
  • Maggio E, Cavallaro A (2009). Accurate appearance-based Bayesian tracking for maneuvering targets. nameOfConference
  • Popkin T, Cavallaro A, Hands D (2009). Distance blurring for space-variant image coding. nameOfConference
  • Popkin T, Cavallaro A, Hands D (2009). Multi-foveation filtering. nameOfConference
  • Tziakos I, Cavallaro A, Xu LQ (2009). Video event segmentation and visualisation in non-linear subspace. nameOfConference
  • Taj M, Cavallaro A (2009). AUDIO-ASSISTED TRAJECTORY ESTIMATION IN NON-OVERLAPPING MULTI-CAMERA NETWORKS. nameOfConference
  • Cavallaro A (2009). Change detection for object segmentation. nameOfConference
  • Daniyal F, Nair P, Cavallaro A (2009). Compact signatures for 3D face recognition under varying expressions. nameOfConference
  • Daniyal F, Taj M, Cavallaro A (2009). Content and task-based view selection from multiple video streams. nameOfConference
  • Popkin T, Cavallaro A, Hands D (2009). DISTANCE BLURRING FOR SPACE-VARIANT IMAGE CODING. nameOfConference
  • Tziakos I, Cavallaro A, Xu L (2009). Event monitoring via local motion abnormality detection in non–linear subspace. nameOfConference
  • Pachoud S, Maggio E, Cavallaro A (2009). GROUPING MOTION TRAJECTORIES. nameOfConference
  • Anjum N, Cavallaro A (2009). Localization of distributed wireless cameras. Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009
  • Popkin T, Cavallaro A, Hands D (2009). MULTI-FOVEATION FILTERING. nameOfConference
  • Aghajan H, Cavallaro A (2009). Multi-Camera Networks: Principles and Applications. nameOfConference
  • Anjum N, Cavallaro A (2009). Multi-camera calibration and global trajectory fusion. nameOfConference
  • Taj M, Cavallaro A, IEEE (2009). Multi-camera track-before-detect. nameOfConference
  • Pachoud S, Gong S, Cavallaro A (2009). Space-time audio-visual speech recognition with multiple multi-class probabilistic Support Vector Machines. nameOfConference
  • Anjum N, Cavallaro A, IEEE (2009). Trajectory association and fusion across partially overlapping cameras. nameOfConference
  • Tziakos I, Cavallaro A, Xu L (2009). Video Event Segmentation and Visualisation in Non-linear Subspace. nameOfConference
  • Anjum N, Cavallaro A (2008). Multi-feature object trajectory clustering for video analysis. nameOfConference
  • Anjum N, Cavallaro A (2008). Multifeature Object Trajectory Clustering for Video Analysis. nameOfConference
  • Maggio E, Taj M, Cavallaro A (2008). Efficient multi-target visual tracking using Random Finite Sets. nameOfConference
  • Maggio E, Taj M, Cavallaro A (2008). Efficient multitarget visual tracking using random finite sets. nameOfConference
  • Zhou HY, Taj M, Cavallaro A (2008). Target Detection and Tracking With Heterogeneous Sensors. nameOfConference
  • Zhou H, Taj M, Cavallaro A (2008). Target detection and tracking with heterogeneous sensors. nameOfConference
  • Daniyal F, Aj M, Cavallaro A (2008). CONTENT-AWARE RANKING OF VIDEO SEGMENTS. nameOfConference
  • Karlsson S, Taj M, Cavallaro A (2008). Detection and tracking of humans and faces. nameOfConference
  • Kayumbi G, Mazzeo PL, Spagnolo P et al. (2008). Distributed visual sensing for virtual top-view trajectory generation in football videos. nameOfConference
  • Kayumbi G, Anjum N, Cavallaro A (2008). GLOBAL TRAJECTORY RECONSTRUCTION FROM DISTRIBUTED VISUAL SENSORS. nameOfConference
  • Pachoud S, Gong S, Cavallaro A (2008). Macro-cuboid based probabilistic matching for lip-reading digits. nameOfConference
  • Kayumbi G, Cavallaro A (2008). Multi-view trajectory mapping using homography with lens distortion correction. nameOfConference
  • Taj M, Cavallaro A (2008). Object and scene-centric activity detection using state occupancy duration modeling. nameOfConference
  • Taj M, Maggio E, Cavallaro A (2008). Objective evaluation of pedestrian and vehicle Tracking on the CLEAR surveillance dataset. nameOfConference
  • Cavallaro A, Winkler S (2008). Perceptual Semantics. nameOfConference
  • Nair P, Cavallaro A (2008). SHREC'08 entry: Registration and retrieval of 3D faces using a point distribution model. nameOfConference
  • Regazzoni C, Cavallaro A, Porikli F (2008). Video Tracking in Complex Scenes for Surveillance. nameOfConference
  • Regazzoni CS, Cavallaro A, Porikli F (2008). Video Tracking in Complex Scenes for Surveillance Applications. nameOfConference
  • Pachoud S, Gong S, Cavallaro A (2008). Video augmentation for improving audio speech recognition under noise. nameOfConference
  • Maggio E, Smeraldi F, Cavallaro A (2007). Adaptive multi-feature tracking in a particle filtering framework. nameOfConference
  • Maggio E, Smerladi F, Cavallaro A (2007). Adaptive multifeature tracking in a particle filtering framework. nameOfConference
  • CAVALLARO A, Xu L-Q (2007). Video signal analysis. nameOfConference
  • CAVALLARO A (2007). Multi-sensor object detection and tracking. nameOfConference
  • CAVALLARO A, Maggio E, Taj M (2007). Person and Vehicle Detection and Tracking: Experiments on the CLEAR dATASET. Proceedings of Classification of Events, Activities and Relationships (CLEAR) Workshop. Baltimore, Maryland, USA, May 8-9 2007
  • Taj M, Maggio E, Cavallaro A (2007). Objective evaluation of pedestrian and vehicle tracking on the CLEAR surveillance dataset. nameOfConference
  • Cavallaro A (2007). Privacy in video surveillance. nameOfConference
  • Nair P, Cavallaro A (2007). Landmark detection in 2.5D facial scans. nameOfConference
  • Zhou HY, Taj M, Cavallaro A (2007). Audiovisual tracking using STAC sensors. nameOfConference
  • Cavallaro A, Chandrasekera R, Aj M (2007). Hands-on experience in image processing: The automated lecture cameraman. nameOfConference
  • Taj M, Cavallaro A (2007). Multi-camera scene analysis using an object-centric Continuous Distribution Hidden Markov Model. nameOfConference
  • Taj M, Maggio E, Cavallaro A (2007). Multi-feature graph-based object tracking. nameOfConference
  • Bregonzio M, Taj M, Cavallaro A (2007). Multi-modal particle filtering tracking using appearance, motion and audio likelhioods. nameOfConference
  • Maggio E, Piccardo E, Regazzoni C et al. (2007). Particle PHD filtering for multi-target visual tracking. nameOfConference
  • Nair P, Cavallaro A (2007). Region segmentation and feature point extraction on 3D faces using a point distribution model. nameOfConference
  • Anjum N, Taj M, Cavallaro A (2007). Relative position estimation of non-overlapping cameras. nameOfConference
  • Kayumbi G, Cavallaro A (2007). Robust homography-based trajectory transformation for multi-camera scene analysis. nameOfConference
  • Anjum N, Cavallaro A (2007). Single camera calibration for trajectory-based behavior analysis. nameOfConference
  • Monaci G, Vandergheynst P, Maggio E et al. (2007). Tracking atoms with particles for audio-visual source localization. nameOfConference
  • Anjum N, Cavallaro A (2007). Unsupervised fuzzy clustering for trajectory analysis. nameOfConference
  • CAVALLARO A, Ziliani F (2006). Evaluation of multi-sensor surveillance event detectors. IET Conference on Imaging for Crime Detection and Prevention (ICDP 2006), London, 13-14 June 2006
  • CAVALLARO A, Xu L-Q (2006). Surveillance scene change detection. IEEE International Workshop on Visual Surveillance (VS2006), in conjunction with ECCV, Graz, Austria, 7-13 May 2006
  • Cavallaro A, Winkler S (2006). Digital Multimedia Perception and Design. nameOfConference
  • CAVALLARO A, WINKLER S (2006). Perceptual Semantics. nameOfConference
  • CAVALLARO A, Nair PM, Zou L (2005). Facial Scan change detection. 2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies (EWIMT), London, 29 November - 1 December 2005
  • Cavallaro A, Steiger O, Ebrahimi T (2005). Semantic video analysis for adaptive content delivery and automatic description. nameOfConference
  • CAVALLARO A, Ziliani F, Velastin S et al. (2005). Performance Evaluation of Event Detection Solutions: the CREDS experience. Proc. IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2005) Como, Italy
  • Smeraldi F, CAVALLARO A, Maggio E (2005). Combining Colour and Orientation for Adaptive Particle Filter-based Tracking. British Machine Vision Conference (BMVC), Oxford, 6-8 September 2005
  • Cavallaro A, Salvador E, Ebrahimi T (2005). Shadow-aware object-based video processing. nameOfConference
  • CAVALLARO A, Ziliani F (2005). Characterisation of tracking performance. Proc. of Workshop on Image Analysis For Multimedia Interactive Services (WIAMIS-2005), Montreux (CH), 13-15 April 2005
  • CAVALLARO A, Steiger O, Ebrahimi T (2005). Real-time generation of annotated video for surveillance. Proc. of Workshop on Image Analysis For Multimedia Interactive Service (WIAMIS-2005), Montreux (CH), 13-15 April 2005
  • Cavallaro A, Steiger O, Ebrahimi T (2005). Tracking video objects in cluttered background. nameOfConference
  • Cavallaro A (2005). Universal Multimedia Access. nameOfConference
  • Steiger O, Ebrahimi T, Cavallaro A (2005). Evaluating perceptually prefiltered video. nameOfConference
  • Cavallaro A (2005). Event detection in underground stations using multiple heterogeneous surveillance cameras. nameOfConference
  • CAVALLARO A, MAGGIO E (2005). Hybrid Particle Filter and Mean Shift tracker with adaptive transition model. nameOfConference
  • Maggio E, Cavallaro A (2005). Hybrid particle filter and mean shift tracker with adaptive transition model. nameOfConference
  • Cavallaro A (2005). Image analysis and computer vision for undergraduates. nameOfConference
  • Maggio E, Cavallaro A (2005). Multi-part target representation for color tracking. nameOfConference
  • Steiger O, Ebrahimi T, Cavallaro A (2005). Surveillance video for mobile devices. nameOfConference
  • CAVALLARO A (2005). Universal Multimedia Access: accessing information anywhere, anytime. nameOfConference
  • CAVALLARO A (2004). Adding Privacy Constraints to Video-based Applications. European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, London
  • Salvador E, Cavallaro A, Ebrahimi T (2004). Cast shadow segmentation using invariant color features. nameOfConference
  • Salvador E, Cavallaro A, Ebrahimi T (2004). Cast shadow segmentation using invariant colour features. nameOfConference
  • CAVALLARO A, EBRAHIMI T, SALVADOR E (2004). Rule-based Analysis for Shadow Recognition. nameOfConference
  • Cavallaro A, Ebrahimi T (2004). Interaction between high-level and low-level image analysis for semantic video object extraction. nameOfConference
  • CAVALLARO A, Frossard P, Vandergheynst P et al. (2004). Scalable Colour Image Coding with Matching Pursuit. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing
  • CAVALLARO A, Ebrahimi T, Salvador E (2004). Shadow Detection in Image Sequences. Proc. of IEE Conference on Visual Media Production (CVMP), London
  • Ventura RMFI, Vandergheynst P, Frossard P et al. (2004). Color image scalable coding with matching pursuit. nameOfConference
  • Cavallaro A, Steiger O, Ebrahimi T (2004). Perceptual prefiltering for video coding. nameOfConference
  • Cavallaro A, Winkler S (2004). Segmentation-driven perceptual quality metrics. nameOfConference
  • Cavallaro A, Ebrahimi T (2003). Classification of change detection algorithms for object-based applications. nameOfConference
  • Cavallaro A, Ebrahimi T (2003). Object-based video: extraction tools, evaluation metrics and applications. nameOfConference
  • Cavallaro A, Steiger O, Ebrahimi T (2003). Semantic segmentation and description for video transcoding. nameOfConference
  • Salvador E, Cavallaro A, Rahimi TE (2003). Spatio-temporal shadow segmentation and tracking. nameOfConference
  • CAVALLARO A, Ebrahimi T, Steiger O (2002). Multiple Video Object Tracking in Complex Scenes. Proc. of ACM Multimedia 2002, Juan les Pins (France)
  • Cavallaro A, Ebrahimi T (2002). Accurate video object segmentation through change detection. nameOfConference
  • Cavallaro A (2002). From visual information to knowledge: semantic video object segmentation, tracking and description. nameOfConference
  • Steiger O, Cavallaro A, Ebrahimi T (2002). MPEG-7 description of generic video objects for scene reconstruction. nameOfConference
  • Cavallaro A, Gelasca ED, Ebrahimi T (2002). Objective evaluation of segmentation quality using spatio-temporal context. nameOfConference
  • Ziliani F, Cavallaro A (2001). Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection. nameOfConference
  • Ziliani F, Cavallaro A (2001). Image analysis for video surveillance based on spatial regularization of a statistical model-based change detection. nameOfConference
  • CAVALLARO A, Macq B, Ebrahimi T et al. (2001). Segmenting Moving Objects: the MODEST Video Object Kernel. Proc. of Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS-2001) [invited paper]
  • CAVALLARO A, Ebrahimi T (2001). Change Detection Based on Color Edges. Proc. of IEEE International Symposium on Circuits and Systems (ISCAS-2001), Sydney, Australia
  • CAVALLARO A, Ebrahimi T, Ziliani F et al. (2001). Automatic and Interactive Segmentation of Video Sequences. nameOfConference
  • Castagno R, Cavallaro A, Ziliani F et al. (2001). Non Linear Model-based Image/Video Processing and Analysis. nameOfConference
  • Salvador E, Cavallaro A, Ebrahimi T (2001). Shadow identification and classification using invariant color models. nameOfConference
  • Cavallaro A, Ebrahimi T (2001). Video object extraction based on adaptive background and statistical change detection. nameOfConference
  • Cavallaro A, Ziliani F (2000). Image Analysis for Advanced Video Surveillance. nameOfConference
  • Cavallaro A, Ziliani F, Castagno R et al. (2000). Vehicle extraction based on focus of attention, multi feature segmentation and tracking. nameOfConference
  • Abreu B, Botelho L, Cavallaro A et al. (2000). Video-Based Multi-Agent Traffic Surveillance System. nameOfConference
  • Piscaglia P, Cavallaro A, Bonnet M et al. (1999). High Level Descriptors of Video Surveillance Sequences. nameOfConference
  • Ziliani F, Cavallaro A (1999). Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection. nameOfConference
  • CAVALLARO A, Marsi S, Sicuranza G (1998). A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Decomposition. nameOfConference
  • Cavallaro A, Marsi S, Sicuranza GL (1998). Signal Analysis and Prediction. nameOfConference
  • Cavallaro A, Marsi S, Sicuranza GL (1997). A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Structure. First European Conference on Signal Analysis and Prediction (ECSAP)
  • Cavallaro A (1996). Video Compression based on Non Linear Techniques. nameOfConference
  • EMBERTON S, Chittka L, Cavallaro A (publicationYear). Underwater image and video dehazing with pure haze region segmentation. nameOfConference