Home

Publications

Research

Teaching

People

Bio

 

 

 

 

 

 

 

Publications
 


Copyright disclaimer: This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

If you are using LaTeX, you can download the complete list of references in BibTeX format.

 

Journal papers

 

 

Constrained optimization for plane-based stereo pdf

    S. Ahmed, M. Hansard, A. Cavallaro

    IEEE Transactions on Image Processing, Vol. 27, Issue 8, Aug. 2018, pp. 3870 - 3882

 

Layered scene models from single hazy images pdf

    L. Zhao, M. Hansard, A. Cavallaro

    IEEE Transactions on Visualization and Computer Graphics, Vol. 24, Issue 7, July 2018, pp. 2167-2179

 

Acoustic sensing from a multi-rotor drone pdf

    L. Wang, A. Cavallaro

    IEEE Sensors, Vol. 18, Issue 11, June 2018, pp. 4570-4582

 

Pseudo-determined blind source separation for ad-hoc microphone networks pdf

    L. Wang, A. Cavallaro

    IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 26, Issue 5, May 2018, pp. 981-994

 

Underwater image and video dehazing with pure haze region segmentation pdf

    S. Emberton, L. Chittka, A. Cavallaro

    Computer Vision and Image Understanding, Vol. 168, March 2018, pp 145-156

 

Cooperative robots to observe moving targets: a review pdf

    A. Khan, B. Rinner, A. Cavallaro

    IEEE Transactions on Cybernetics, Vol. 48, Issue 1, Jan. 2018, pp. 187-198

 

A hierarchical approach to sensor network calibration by joint refinement of sensor pose and object trajectories pdf

    R. Mohedano del Pozo, A. Cavallaro, N. Garcia

    IEEE Sensors, Vol 18, Issue 1, Jan 2018, pp. 413-427

 

Energy consumption models for smart-camera networks pdf

    J.C. SanMiguel, A. Cavallaro

    IEEE Transactions on Circuits and Systems for Video Technology, Vol 27, Issue: 12, Dec. 2017, pp. 2661 - 2674

 

Hierarchical modeling for first-person vision activity recognition pdf

    G. Abebe, A. Cavallaro

    Neurocomputing, Vol. 267, December 2017, pp.362-377

 

Support Vector Motion Clustering pdf

    I.A. Lawal, F. Poiesi, D. Anguita, A. Cavallaro

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 27, No. 11, November 2017, pp. 2395 - 2408

 

Sparsity independent sub-Nyquist rate wideband spectrum sensing on real-time TV white space pdf

    Y. Ma, Y. Gao, C. Parini, A. Cavallaro, W. Zhang, Y.-C. Liang

    IEEE Transactions on Vehicular Technology, Vol. 66, No. 10, October 2017, pp. 8784-8794

 

Networked Computer Vision: the importance of a holistic simulator pdf [source code]

    J.C. SanMiguel, A. Cavallaro

    IEEE Computer, Vol. 50, No. 7, July 2017, pp.35-43

 

Multi-Tracker Partition Fusion pdf

    O. Khalid, J.C. SanMiguel, A. Cavallaro

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 27, Issue 7, July 2017, pp. 1527-1539

 

Learning bases of activity for facial expression recognition pdf

    E. Sariyanidi, H. Gunes, A. Cavallaro

    IEEE Transactions on Image Processing, Vol. 26, No. 4, April 2017, pp. 1965-1978

 

Microphone-array ego-noise reduction algorithms for auditory micro aerial vehicles pdf

    L. Wang, A. Cavallaro

    IEEE Sensors, Vol. 17, No. 8, April 2017, pp. 2447-2455

 

Robust registration of dynamic facial sequences pdf

    E. Sariyanidi, H. Gunes, A. Cavallaro

    IEEE Transactions on Image Processing, Vol. 26, No. 4, April 2017, pp. 1708-1722

 

Introduction to the Special Issue on Group and Crowd Behaviour Analysis for Intelligent Multi-camera Video Surveillance pdf

    H. Yao, A. Cavallaro, T. Bouwmans, Z. Zhang

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 27, Issue 3, March 2017

 

Biologically-inspired motion encoding for robust global motion estimation pdf

    E. Sariyanidi, H. Gunes, A. Cavallaro

    IEEE Transactions on Image Processing, Vol 26, Issue 3, March 2017, pp. 1521 - 1535

 

On-line cross-modal adaptation for audio-visual person identification with wearable cameras pdf

    A. Brutti, A. Cavallaro

    IEEE Transactions on Human-Machine Systems, Vol. 47, No. 1, February 2017, pp. 40-51

 

Over-determined source separation and location using distributed microphones pdf

    L. Wang, T-K. Hon, J.D. Reiss, A. Cavallaro

    IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 24, No. 9, September 2016, pp. 1573-1588

 

Robust multi-dimensional motion features for first-person vision activity recognition pdf

    G. Abebe, A. Cavallaro, X. Parra

    Computer Vision and Image Understanding, Vol. 149, August 2016, pp. 229-248

 

An iterative approach to source counting and localization using two distant microphones pdf

    L. Wang, T-K. Hon, J.D. Reiss, A. Cavallaro

    IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 24, Issue 6, June 2016, pp. 1079-1093

 

Self-localization of ad-hoc arrays using time difference of arrivals pdf

    L. Wang, T-K. Hon, J.D. Reiss, A. Cavallaro

    IEEE Transactions on Signal Processing, Vol. 64, Issue 4, February 2016, pp. 1018-1033

 

Sensor capability and atmospheric correction in ocean colour remote sensing pdf

    S. Emberton, L. Chittka, A. Cavallaro, M. Wang

    Remote Sensing, doi:10.3390/rs8010001, Vol. 8, Issue 1, January 2016

 

Audio fingerprinting for multi-device self-localisation pdf

    T-K. Hon, L. Wang, J.D. Reiss, A. Cavallaro

    IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 23, Issue 10, October 2015, pp. 1623-1636

 

ViComp: composition of user-generated videos pdf

    S. Bano, A. Cavallaro

    Multimedia Tools and Applications, June 2015, DOI 10.1007/s11042-015-2641-2

 

Automatic analysis of facial affect: a survey of registration, representation and recognition pdf

    E. Sariyanidi, H. Gunes, A. Cavallaro

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 37, Issue 6, June 2015, pp.1113-1133

 

Tracker-level fusion for robust Bayesian visual tracking pdf

    T.A. Biresaw, A. Cavallaro, C.S. Regazzoni

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 25, Issue 5, May 2015, pp.776-789

 

Cost-aware coalition formation for target tracking in camera networks pdf

    J.C. SanMiguel, A. Cavallaro

    IEEE Sensors, Vol. 15, Issue 5, May 2015, pp. 2657-2668

 

Discovery and organization of multi-camera user-generated videos of the same event pdf

    S. Bano, A. Cavallaro

    Information Sciences, Vol. 302, May 2015, pp. 108-121

 

Tracking multiple high-density homogeneous targets pdf video

    F. Poiesi, A. Cavallaro

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 25, Issue 4, April 2015, pp.623-637

 

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 pdf

    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. Cavallaro

    Computer Vision and Image Understanding, Vol. 131, February 2015, pp. 42-55

 

Multi-view matching of articulated objects

    L. Zini, F. Odone, A. Cavallaro

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 24, No. 11, November 2014, pp. 1920-1934

 

Cost-effective features for re-identification in camera networks pdf [video] [source code]

    S.F. Tahir, A. Cavallaro

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 24, No. 8, August 2014, pp. 1362-1374

 

Predicting and recognizing interactions in public spaces

    F. Poiesi, A. Cavallaro

    Journal of Real-Time Image Processing, 15 May 2014, DOI: 10.1007/s11554-014-0428-8

 

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 pdf

    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 pdf [source code]

    T. Nawaz, F. Poiesi, A. Cavallaro

    IEEE Transactions on Image Processing, Vol. 23, Issue 1, January 2014, pp. 376-388

 

Video-based human behavior understanding: a survey pdf

    P. Borges, N. Conci, A. Cavallaro

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 23, No. 11, November 2013, pp. 1993-2008

Intelligent video surveillance for public security and personal privacy (Editorial)

    N. Babaguchi, A. Cavallaro, R. Chellappa, F. Dufaux, L. Wang

    IEEE Transactions on Information Forensics and Security, Vol. 8, Issue 10, pp. 1559-1561, October 2013

 

Multi-target tracking on confidence maps: an application to people tracking pdf [video]

    F. Poiesi, R. Mazzon, A. Cavallaro

    Computer Vision and Image Understanding, Vol. 117, Issue 10, pp. 1257-1272, October 2013


Action-based multi-camera synchronization
pdf [video] [source code]

    L. Zini, A. Cavallaro, F. Odone

    IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol. 3, Issue 2, pp. 165 - 174, June 2013

 

A protocol for evaluating video trackers under real-world conditions pdf [video] [source code]

    T. Nawaz, A. Cavallaro

    IEEE Transactions on Image Processing, Vol. 22, Issue 4, April 2013, pp. 1354-1361

 

Multi-camera tracking using a Multi-Goal Social Force Model pdf [video]

     R. Mazzon, A. Cavallaro

     Neurocomputing, Vol. 100, January 2013, pp. 41-50

 

Adaptive appearance modeling for video tracking: survey and evaluation pdf

    S. Salti, A. Cavallaro, L. Di Stefano

    IEEE Transactions on Image Processing, Vol. 21, Issue 10, October 2012, pp. 4334-4348

 

Person re-identification in crowd pdf [video]

     R. Mazzon, S.F. Tahir, A. Cavallaro

     Pattern Recognition Letters, Vol. 33, Issue 14, October 2012, pp. 1828-1837

 

Automated localization of a camera network [pdf] [video]

     N. Anjum, A. Cavallaro

     IEEE Intelligent Systems, Vol. 27, Issue 5, September-October 2012, pp. 10-18

 

Adaptive on-line performance evaluation of video trackers pdf
    J.C. SanMiguel, A. Cavallaro and J.M. Martinez
    
IEEE Transactions on Image Processing, Vol. 21, Issue 5, May 2012, pp. 2812-2823

 

Image coding using depth blurring for aesthetically acceptable distortion pdf [source code] [related video]
    
T. Popkin, A. Cavallaro, D. Hands
    
IEEE Transactions on Image Processing, Vol. 20, Issue 11, November 2011

 

Video analysis on resource-limited systems (Editorial)

     R. Chellappa, A. Cavallaro, Y. Wu, C. Shan, Y. Fu, K. Pulli

     IEEE Transactions on Circuits and Systems for Video Technology, Vol. 21, Issue 10, October 2011

 

Distributed and decentralized multi-camera tracking [pdf]
     M. Taj, A. Cavallaro
     IEEE Signal Processing Magazine, Vol. 28, Issue 3, May 2011

 

Video analytics for surveillance: theory and practice

     C. Regazzoni, A. Cavallaro, Y. Wu, J. Konrad, A. Hampapur

     IEEE Signal Processing Magazine, Vol. 27, Issue 5, September 2010

 

Multi-camera and multi-modal sensor fusion (Editorial)

     A. Cavallaro, H. Aghajan

     Computer Vision and Image Understanding, Vol. 114, Issue 6, June 2010

 

Event monitoring via local motion abnormality detection in non-linear subspace [pdf] [video]
     I. Tziakos, A. Cavallaro, L.-Q. Xu
     Neurocomputing, Vol. 73, Issues 10-12, June 2010, pp 1539-2290

 

Accurate and efficient method for smoothly space-variant Gaussian blurring [source code] [pdf] [video]
    
T. Popkin, A. Cavallaro, D. Hands
    
IEEE Transactions on Image Processing, Vol. 19, Issue 5, May 2010, pp. 1362-1370

 

Content and task-based view selection from multiple video streams [pdf] [video]

    F. Daniyal, M. Taj, A. Cavallaro
    
Multimedia Tools And Applications, Vol. 46, Numbers 2-3, January 2010, pp. 235-258

 

Security and surveillance: performance evaluation (Editorial)

     A. Cavallaro

    Annals of the BMVA, Vol. 2010, No. 1, 2010, pp 1−2

 

Learning scene context for multiple object tracking [pdf]
    
E. Maggio and A. Cavallaro
    
IEEE Transactions on Image Processing, Vol. 18, Issue 8, August 2009, pp. 1873-1884

 

3D face analysis using a point distribution model [software] [pdf] [video]
       P. Nair and A. Cavallaro
      
IEEE Transactions on Multimedia, Vol. 11, Issue 4, June 2009, pp. 611-623

 

Accurate appearance-based Bayesian tracking for maneuvering targets [pdf]
        E. Maggio and A. Cavallaro 
       
Computer Vision and Image Understanding, Vol. 113, Issue 4, April 2009, pp. 544-555

 

Video event segmentation and visualisation in non-linear subspace [pdf] [video]
      I. Tziakos, A. Cavallaro, L.-Q. Xu
      Pattern Recognition Letters, Special Issue on Video-based and Event Analysis, Vol. 30, Number 2, January 2009, pp. 123-131

 

Multi-feature object trajectory clustering for video analysis [source code] [pdf] [video]
       N. Anjum,  A. Cavallaro
      
IEEE Transactions on Circuits and Systems for Video Technology,
Vol. 18, Issue 11, November 2008

 

Efficient multi-target visual tracking using Random Finite Sets [pdf] [video]
       E. Maggio, M. Taj, A. Cavallaro
      
IEEE Transactions on Circuits and Systems for Video Technology,
Vol. 18, Issue 8, August 2008, pp.1016-1027

 

Video Tracking in Complex Scenes for Surveillance (Editorial)
        C. Regazzoni, A. Cavallaro, F. Porikli
        EURASIP Journal on Image and Video Processing, Volume 2008 (2008)

 

Multi-view trajectory mapping using homography with lens distortion correction [pdf]
       G. Kayumbi and A. Cavallaro
      
EURASIP Journal on Image and Video Processing, Article ID 145715, doi:10.1155/2008/145715, Volume 2008 (2008)

 

Target detection and tracking with heterogeneous sensors [pdf] [video]
       H. Zhou, M. Taj, A. Cavallaro
      
IEEE Journal on Selected Topics in Signal Processing, Vol. 2, Issue 4, August 2008, pp.503-513

 

Detection and tracking of humans and faces [pdf]
      S. Karlsson, M. Taj and A. Cavallaro
      EURASIP Journal on Image and Video Processing, Article ID 526191, doi:10.1155/2008/526191, Volume 2008 (2008)

 

Adaptive multi-feature tracking in a particle filtering framework [pdf]
       
E. Maggio, F. Smeraldi, A. Cavallaro
        IEEE Transactions on Circuits and Systems for Video Technology,  Vol. 17, Issue 10, October 2007, pp.1348-1359

 

Multi-sensor object detection and tracking (Editorial)
        A. Cavallaro
        Signal, Image and Video Processing, Vol. 1, No. 2, June 2007, pp. 99-100

 

Privacy in video surveillance
        A. Cavallaro
        IEEE Signal Processing Magazine, Vol. 24, Issue 2, March 2007

 

Semantic video analysis for adaptive content delivery and automatic description [pdf]
A. Cavallaro, O.Steiger, T. Ebrahimi
IEEE Transactions on Circuits and Systems for Video Technology, Vol. 15, Issue 10, October 2005, pp.1200-1209

 

Shadow-aware object-based video processing  [pdf]
A. Cavallaro, E. Salvador, T. Ebrahimi
IEE Vision, Image and Signal Processing, Vol. 152, Issue 4, August 2005, pp. 14- 22

 

Tracking video objects in cluttered background  [pdf]
A. Cavallaro, O.Steiger, T. Ebrahimi 
IEEE Transactions on Circuits and Systems for Video Technology, 15(4), April 2005, pp.575- 584

 

Interaction between high-level and low-level image analysis for semantic video object extraction [pdf]
A. Cavallaro, T. Ebrahimi 
Journal on Applied Signal Processing, Special Issue on: Object-based and semantic image and video analysis, vol. 2004, n. 6, June 2004, pp. 786-797

 

Cast shadow segmentation using invariant colour features
E. Salvador, A. Cavallaro, T. Ebrahimi 
Computer Vision and Image Understanding, vol. 95, n.2, August 2004, pp. 238-259

 

Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection
F. Ziliani and A. Cavallaro
Real-Time Imaging, Special Issue on: Video Processing and Communications in Real-Time Video-Based Surveillance Systems, Vol. 7, No. 5, October 2001, pp. 389-399



 

 

Refereed conference papers

 

 

Distributed one-class learning pdf
A.S. Shamsabadi, H. Haddadi, A. Cavallaro
Proc. of IEEE Int. Conf. on Image Processing (ICIP), Athens, Greece, October 7-10, 2018

 

Confidence intervals for tracking performance scores pdf
R. Sanchez-Matilla, A. Cavallaro
Proc. of IEEE Int. Conf. on Image Processing (ICIP), Athens, Greece, October 7-10, 2018

 

MORB: a multi-scale binary descriptor pdf
A. Xompero, O. Lanz, A. Cavallaro
Proc. of IEEE Int. Conf. on Image Processing (ICIP), Athens, Greece, October 7-10, 2018

 

Background light estimation for depth-dependent underwater image restoration pdf
C.Y. Li, A. Cavallaro
Proc. of IEEE Int. Conf. on Image Processing (ICIP), Athens, Greece, October 7-10, 2018

 

Unsupervised trajectory modeling based on discrete descriptors for classifying moving entities in video sequences
D. Campo, M. Baydoun, L. Marcenaro, A. Cavallaro, C.S. Regazzoni
Proc. of IEEE Int. Conf. on Image Processing (ICIP), Athens, Greece, October 7-10, 2018

 

A distributed vision-based consensus model for aerial-robotic teams pdf
F. Poiesi, A. Cavallaro
Proc. of IEEE/RSJ Int. Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, October, 1- 5, 2018

 

Tracking a moving sound source from a multi-rotor drone pdf [invited paper]
L. Wang, R. Sanchez-Matilla, A. Cavallaro
Proc. of IEEE/RSJ Int. Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, October, 1- 5, 2018

 

Temporally smooth privacy protected airborne videos pdf
O. Sarwar, A. Cavallaro, B. Rinner
Proc. of IEEE/RSJ Int. Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, October, 1- 5, 2018

 

Residual stacked RNNs for action recognition
M. Lakhal, A. Clapes, S. Escalera, O. Lanz, A. Cavallaro
Proc. of ECCV Workshop on Human Behaviour Understanding (HBU), Munich, Germany, September 9, 2018

 

Pose-guided human image synthesis by view disentanglement and enhanced weighting loss
M. Lakhal, O. Lanz, A. Cavallaro
Proc. of ECCV Workshop on Human Behaviour Understanding (HBU), Munich, Germany, September 9, 2018

 

Video summarisation by classification with deep reinforcement learning pdf
K. Zhou, T. Xiang, A. Cavallaro
Proc. of British Machine Vision Conference (BMVC), Newcastle, UK, September 3-6, 2018

 

Real-time quality assessment of videos from body-worn cameras pdf [invited paper]
Y.Y. Chang, R. Mazzon, A. Cavallaro
Proc. of European Signal Processing Conference (EUSIPCO), Rome, Italy, September 3-7, 2018

 

An online platform for underwater image quality evaluation pdf
C.Y. Li, R. Mazzon, A. Cavallaro
Proc. of Workshop on Computer Vision for Analysis of Underwater Imagery (CVAUI), Beijing, China, August 20, 2018

 

A first-person vision dataset of office activities
G. Abebe, A. Catala, A. Cavallaro
Proc. of Int. Workshop on Multimodal Pattern Recognition of Social Signals in Human Computer Interaction, Beijing, China, August 20, 2018

 

Multi-camera matching of spatio-temporal binary features pdf
A. Xompero, O. Lanz, A. Cavallaro
Proc. of Int. Conf. on Information Fusion (FUSION), Cambridge, UK, July 10-13, 2018

 

Learning switching models for abnormality detection for autonomous driving
M. Baydoun, D. Campo, V. Sanguineti, L. Marcenaro, A. Cavallaro, C.S. Regazzoni
Proc. of Int. Conf. on Information Fusion (FUSION), Cambridge, UK, July 10-13, 2018

 

Visual features for ego-centric activity recognition: A survey pdf
G. Abebe, A. Cavallaro
Proc. of ACM Workshop on wearable systems and applications (WearSys), Munich, Germany, June 10, 2018

 

Protecting sensory data against sensitive inferences pdf
M. Malekzadeh, R.G. Clegg, A. Cavallaro, H. Haddadi
Proc. of Workshop on Privacy by Design in Distributed Systems, Porto, Portugal, April 23, 2018

 

A multi-perspective approach to anomaly detection for self-aware embodied agents
M. Baydoun, M. Ravanbakhsh, D. Campo, P. Marin, D. Martin, L. Marcenaro, A. Cavallaro, C. S. Regazzoni
Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, April 15-20, 2018

 

3D mouth tracking from a compact microphone array co-located with a camera pdf
X. Qian, A. Xompero, A. Brutti, O. Lanz, M. Omologo, A. Cavallaro
Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, April 15-20, 2018

 

Concurrent target following with active directional sensors pdf [invited paper]
Y. Wang, A. Cavallaro
Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, April 15-20, 2018

 

Inertial-Vision: cross-domain knowledge transfer for wearable sensors pdf [source code]
G. Abebe, A. Cavallaro
Proc. of ICCV workshop on Assistive Computer Vision and Robotics (ACVR), Venice, October 28, 2017

 

A long short-term memory convolutional neural network for first-person vision activity recognition pdf [source code]
G. Abebe, A. Cavallaro
Proc. of ICCV workshop on Assistive Computer Vision and Robotics (ACVR), Venice, October 28, 2017

 

Multi-modal localization and enhancement of multiple sound sources from a Micro Aerial Vehicle pdf [video]
R. Sanchez-Matilla, L. Wang, A. Cavallaro
Proc. of ACM Multimedia, Mountain View, CA, October 23-27, 2017

 

Unsupervised cross-modal deep-model adaptation for audio-visual re-identification with wearable cameras pdf
A. Brutti, A. Cavallaro
Proc. of ICCV workshop on Computer Vision for Audio-Visual Media (CVAVM), Venice, October 23, 2017

 

Efficient estimation of target detection quality pdf
J.C. SanMiguel, A. Cavallaro
Proc. of IEEE Int. Conference on Image Processing (ICIP), Beijing, September 17-20, 2017

 

Active visual tracking in multi-agent scenarios pdf [source code]
Y. Wang, A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance (AVSS), Lecce, 29 August - 1 September, 2017

 

A batch asynchronous tracker for wireless smart-camera networks pdf [source code]
S. Katragadda, A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance (AVSS), Lecce, 29 August - 1 September, 2017

 

Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components
D. Campo, M. Baydoun, L. Marcenaro, A. Cavallaro, C. Regazzoni
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance (AVSS), Lecce, 29 August - 1 September, 2017

 

Time-frequency processing for sound source localization from a micro aerial vehicle pdf
L. Wang, A. Cavallaro
Proc. of IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 5-9, 2017

 

Average consensus-based asynchronous tracking pdf [source code]
S. Katragadda, C. Regazzoni, A. Cavallaro
Proc. of IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 5-9, 2017

 

3D audio-visual speaker tracking with an adaptive particle filter pdf
X. Qian, A. Brutti, M. Omologo, A. Cavallaro
Proc. of IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 5-9, 2017

 

Application-layer rate-adaptive multicast video streaming over 802.11 for mobile devices pdf
R. Muzaffar, E. Yanmazr, C. Bettstetter, A. Cavallaro
Proc. of ACM Multimedia, Amsterdam, October 15-19, 2016

 

Online multi-target tracking with strong and weak detections pdf [video]
R. Sanchez-Matilla, F. Poiesi, A. Cavallaro
Proc. of 2nd Workshop on Benchmarking Multi-target Tracking: MOTChallenge 2016, Amsterdam, October 9, 2016

 

Detection of fast incoming objects with a moving camera pdf [source code] [video]
F. Poiesi, A. Cavallaro
Proc. of British Machine Vision Conference (BMVC), York, September 19-22, 2016

 

Detecting tracking errors via forecasting pdf [source code] [video]
O. Khalid, A. Cavallaro, B. Rinner
Proc. of British Machine Vision Conference (BMVC), York, September 19-22, 2016

 

Prioritized target tracking with active collaborative cameras pdf
Y. Wang, A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance (AVSS), Colorado Springs, August 23-26, 2016

 

Ear in the sky: ego-noise reduction for auditory micro aerial vehicles pdf
L. Wang, A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance (AVSS), Colorado Springs, August 23-26, 2016

 

Design space exploration for adaptive privacy protection in airborne images pdf
O. Sarwar, B. Rinner, A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance (AVSS), Colorado Springs, August 23-26, 2016

 

Rate-adaptive multicast video streaming from teams of micro aerial vehicles pdf
R. Muzaffar, V. Vukadinovic, A. Cavallaro
Proc. of IEEE Int. Conference on Robotics and Automation, Stockholm, May 16-21, 2016

 

Gyro-based camera-motion detection in user-generated videos
S. Bano, X. Parra, A. Cavallaro
Proc. of ACM Multimedia, Brisbane, October 26-30, 2015

 

Distributed vision-based control of a flying-camera swarm filming a moving object
F. Poiesi, A. Cavallaro
Proc. of IEEE/RSJ Int. Conference on Intelligent Robots and Systems, Hamburg, September 28 - October 2, 2015

 

Multi-scale observation of multiple moving targets using micro aerial vehicles
A. Khan, B. Rinner, A. Cavallaro
Proc. of IEEE/RSJ Int. Conference on Intelligent Robots and Systems, Hamburg, September 28 - October 2, 2015

 

Pop-up modelling of hazy scenes
L. Zhao, M. Hansard, A. Cavallaro
Proc. of Int. Conference on Image Analysis and Processing (ICIAP), Genoa, September 9-11, 2015

 

Hierarchical rank-based veiling light estimation for underwater dehazing
S. Emberton, L. Chittka, A. Cavallaro
Proc. of British Machine Vision Conference (BMVC), Swansea, September, 7-10, 2015

 

Basketball activity recognition using wearable inertial measurement units
L. Nguyen Ngu Nguyen, D. Rodriguez-Martin, A. Catala, C. Perez-Lopez, A. Sama, A. Cavallaro
Proc. Interaccion, Vilanova i la Geltru, September , 7-9, 2015

 

Fine landmark-based synchronization of ad-hoc microphone arrays
T-K. Hon, L. Wang, J.D. Reiss, A. Cavallaro
Proc. of European Signal Processing Conference (EUSIPCO), Nice, August 31 - September 4, 2015

 

Dynamic Bayesian Network modeling for self- and cross-correcting tracking
T.A. Biresaw, C.S. Regazzoni, A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance, Karlsruhe, August 25-28, 2015

 

Coalition formation for distributed multi-target tracking using information consensus
Y. Wang, A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance, Karlsruhe, August 25-28, 2015

 

Refining graph matching using inherent structure information
W. Li, Y.Z. Song, A. Cavallaro
Proc. of IEEE Int. Conf. on Multimedia and Expo (ICME), Torino, June 29 - July 3, 2015

 

Self-positioning of a team of flying smart cameras
F. Poiesi, A. Cavallaro
Proc. of IEEE Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Singapore, April 7-9, 2015

 

Neighbour consensus for distributed visual tracking pdf [source code]
S. Katragadda, A. Cavallaro
Proc. of IEEE Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Singapore, April 7-9, 2015

 

Re-identification with multiple source-cameras
S.F. Tahir, A. Cavallaro, B. Rinner
Proc. of IEEE Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Singapore, April 7-9, 2015

 

MTTV: an interactive trajectory visualization and analysis tool pdf
F. Poiesi, A. Cavallaro
Proc. of Information Visualization Theory and Applications (IVAPP), Berlin, March 11-14, 2015

 

The costs of fusion in smart camera networks pdf [source code]
S. Katragadda, J.C. SanMiguel, A. Cavallaro
Proc. of ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Venice, November 4-7, 2014

 

Probabilistic subpixel temporal registration for facial expression analysis [video] [oral, 4% acceptance rate]
E. Sariyanidi, H. Gunes, A. Cavallaro

Proc. of the Asian Computer Vision Conference, Singapore, November 1-5, 2014

 

Trajectory clustering for motion pattern extraction in aerial videos pdf [top 10% award]
T. Nawaz, A. Cavallaro, B. Rinner
Proc. of IEEE Int. Conference on Image Processing (ICIP), Paris, October 27-30, 2014

 

Assessing tracking assessment measures pdf
T. Nawaz. F. Poiesi, A. Cavallaro
Proc. of IEEE Int. Conference on Image Processing (ICIP), Paris, October 27-30, 2014

 

Consensus protocols for distributed tracking in wireless camera networks pdf [source code]
S. Katragadda, J.C. SanMiguel, A. Cavallaro
Proc. of IEEE International Conference on Information Fusion (FUSION), Salamanca, July 7-10, 2014

 

Parallel Particle-PHD filter pdf
M. Del Coco, A. Cavallaro
Proc. of IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, May 4-9, 2014

 

Low-cost multi-camera object matching pdf [source code]
S.F. Tahir, A. Cavallaro
Proc. of IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, May 4-9, 2014

 

Local Zernike moment representation for facial affect recognition pdf
 E. Sariyanidi, H. Gunes, M. Gokmen, A. Cavallaro
 British Machine Vision Conference (BMVC), Bristol (UK), September 9-13, 2013

 

Detection and tracking of groups in crowd pdf
R. Mazzon, F. Poiesi, A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance, Krakow, Poland, August 27-30, 2013

 

Distributed measurement selection for energy-efficient radio tracking
V. Targon, A. Cavallaro
Proc. of International Conference on Information Fusion, Istanbul, Turkey, July 9-12, 2013

 

Detecting group interactions by online association of trajectory data
F. Chen, A. Cavallaro
Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 26-31, 2013

 

Error propagation in multi-camera tracking
G. Kayumbi, P.L. Mazzeo, A. Cavallaro
Proc. of 8th Int. Conference on Signal Image Technology & Internet Systems (SITIS), Naples, 25-29 November, 2012

 

Interaction recognition in wide areas using audiovisual sensors
M. Taj and A. Cavallaro
Proc. of IEEE Int. Conference on Image Processing (ICIP), Orlando, 30 September - 3 October, 2012

 

People-background segmentation with unequal error cost
A. Garcia-Martin, A. Cavallaro, J.M. Martinez
Proc. of IEEE Int. Conference on Image Processing (ICIP), Orlando, 30 September - 3 October, 2012

 

Standalone evaluation of deterministic video tracking
J.C. San Miguel, A. Cavallaro, J.M. Martinez
Proc. of IEEE Int. Conference on Image Processing (ICIP), Orlando, 30 September - 3 October, 2012

 

Multi-camera scheduling for video production [pdf] [video]
F. Daniyal, A. Cavallaro
Proc. of Conference on Visual Media Production (CVMP), London, 16-17 November, 2011

 

Distributed target tracking under realistic network conditions [source code] [pdf]
C. Nastasi, A. Cavallaro
Proc. of Sensor Signal Processing for Defence (SSPD), London, UK, 28-29 September, 2011

 

WiSE-MNet: an experimental environment for Wireless Multimedia Sensor Networks [source code] [pdf]
C. Nastasi, A. Cavallaro
Proc. of Sensor Signal Processing for Defence (SSPD), London, UK, 28-29 September, 2011

 

PFT: a protocol for evaluating video trackers [source code] [pdf] [video]
T. Nawaz, A. Cavallaro
Proc. of IEEE Int. Conference on Image Processing (ICIP), Brussels, 11-14 September, 2011

 

Efficient depth blurring with occlusion handling
T. Popkin, A. Cavallaro, D. Hands
Proc. of IEEE Int. Conference on Image Processing (ICIP), Brussels, 11-14 September, 2011

 

Abnormal motion detection in crowded scenes using local spatio-temporal analysis [video (.avi file)]
F. Daniyal, A. Cavallaro
Proc. of IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, 22-27 May, 2011

 

Detector-less ball localization using context and motion flow analysis [video]
F. Poiesi, F. Daniyal, A. Cavallaro
Proc. of IEEE Int. Conference on Image Processing (ICIP), Hong Kong, 26-29 September, 2010

 

Evaluation of on-line quality estimators for object tracking
J.C. San Miguel, A. Cavallaro, J.M. Martinez
Proc. of IEEE Int. Conference on Image Processing (ICIP), Hong Kong, 26-29 September, 2010

 

Local abnormality detection in video using subspace learning
I. Tziakos, A. Cavallaro, L.-Q. Xu
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance, Boston, USA, 29 Aug. - 1 Sept., 2010

 

Trajectory association and fusion across partially overlapping cameras [pdf] [video][best paper award]
N. Anjum and A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance, Genoa, I, September 2-4, 2009

 

Compact signatures for 3D face recognition under varying expressions [pdf] [video]
F. Daniyal, P. Nair, A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance, Genoa, I, September 2-4, 2009

 

Multi-camera track-before-detect [pdf] [video]
M. Taj and A. Cavallaro
Proc. of ACM / IEEE Int. Conf. on Distributed Smart Cameras (ICDSC), Como, Italy, 30 August - 2 September, 2009

 

Localization of distributed wireless cameras [pdf] [video]
N. Anjum and A. Cavallaro
Proc. of ACM / IEEE Int. Conf. on Distributed Smart Cameras (ICDSC), Como, Italy, 30 August - 2 September, 2009

 

Space-time audio-visual speech recognition with multiple multi-class probabilistic Support Vector Machines
S. Pachoud, S. Gong, A. Cavallaro
Proc. of Int. Conf. on Auditory-Visual Speech Processing (AVSP), Norwich, UK, September 10-13, 2009

 

Audio-assisted trajectory estimation in non-overlapping multi-camera networks [pdf] [video]     [invited paper]
M. Taj, A. Cavallaro
Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, April 19-24, 2009

 

Multi-foveation filtering [pdf] [video]
T. Popkin, A. Cavallaro, D. Hands
Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, April 19-24, 2009

 

Distance blurring for space-variant image coding [Winner of the ICASSP Student Paper Contest] [pdf] [video]
T. Popkin, A. Cavallaro, D. Hands
Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, April 19-24, 2009

 

Grouping motion trajectories
S. Pachoud, E. Maggio, A. Cavallaro,
Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, April 19-24, 2009

 

Content-aware ranking of video segments
F. Daniyal, M. Taj, A. Cavallaro
Proc. of ACM / IEEE Int. Conference on Distributed Smart Cameras (ICDSC), Stanford, California (USA), 7-11 September, 2008

 

Global trajectory reconstruction from distributed visual sensors
G. Kayumbi, N. Anjum,  A. Cavallaro
Proc. of ACM / IEEE Int. Conference on Distributed Smart Cameras (ICDSC), Stanford, California (USA), 7-11 September, 2008

 

Object and scene-centric activity detection using state occupancy duration modelling [pdf] [video]
M. Taj and A. Cavallaro
Proc. of IEEE Int. Conference on Advanced Signal and Video based Surveillance, Santa Fe, New Mexico (USA), September 1-3, 2008

 

Matching 3D faces with partial data [pdf] [video]
 P. Nair and A. Cavallaro
 British Machine Vision Conference (BMVC), Leeds (UK), September 1-4, 2008

 

Video augmentation for improving audio speech recognition under noise
 S. Pachoud, S. Gong,  A. Cavallaro
 British Machine Vision Conference (BMVC), Leeds (UK), September 1-4, 2008

 

Distributed visual sensing for virtual top-view trajectory generation in football videos
G. Kayumbi, P.L. Mazzeo, P. Spagnolo, M. Taj, A. Cavallaro
Proc. of ACM International Conference on Image and Video Retrieval (CIVR), Niagara Falls, Canada, July 7-9, 2008

 

Macro-cuboids based probabilistic matching for lip-reading digits
S. Pachoud, S. Gong, A. Cavallaro
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska (USA), June 24-26, 2008

 

Robust homography-based trajectory transformation for multi-camera scene analysis
G. Kayumbi and A. Cavallaro
Proc. of ACM / IEEE Int. Conference on Distributed Smart Cameras (ICDSC), Vienna (A), 25-28 September, 2007

 

Audiovisual tracking using STAC sensors
H. Zhou, M. Taj, A. Cavallaro
Proc. of ACM / IEEE Int. Conference on Distributed Smart Cameras (ICDSC), Vienna (A), 25-28 September, 2007

 

Multi-camera scene analysis using an object-centric continuous distribution Hidden Markov Model
M. Taj and A. Cavallaro
Proc. of  IEEE Int. Conference on Image Processing (ICIP), San Antonio, Texas (USA), 16-19 September, 2007

 

Unsupervised fuzzy clustering for trajectory analysis
N. Anjum and A. Cavallaro
Proc. of  IEEE Int. Conference on Image Processing (ICIP), San Antonio, Texas (USA), 16-19 September, 2007

 

Multi-modal particle filtering tracking using appearance, motion and audio likelihoods
M. Bregonzio, M. Taj, A. Cavallaro
Proc. of  IEEE Int. Conference on Image Processing (ICIP), San Antonio, Texas (USA), 16-19 September, 2007

 

Region segmentation and feature point extraction on 3D faces using a point distribution model
P. Nair and A. Cavallaro
Proc. of  IEEE Int. Conference on Image Processing (ICIP), San Antonio, Texas (USA), 16-19 September, 2007

 

Single camera calibration for trajectory-based behavior analysis [pdf] [video]
N. Anjum and A. Cavallaro
Proc. of IEEE International Conference on Advanced Signal and Video based Surveillance, London (UK), September 5-7, 2007

 

Person and vehicle detection and tracking: experiments on the CLEAR dataset
M. Taj, E. Maggio, A. Cavallaro
Proc. of Classification of Events, Activities and Relationships (CLEAR) Workshop, Baltimore, Maryland (USA), May 8-9 2007

 

Relative position estimation of non-overlapping cameras [pdf] [video]
N. Anjum, M. Taj, A. Cavallaro
Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu (USA), April 15-20, 2007

 

Tracking atoms with particles for audio-visual source localization [pdf]
G. Monaci, P. Vandergheynst, E. Maggio, A. Cavallaro
Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu (USA), April 15-20, 2007

 

Particle PHD filter for multi-target visual tracking [Winner of the ICASSP Student Paper Contest] [pdf]
E. Maggio, E. Piccardo, C. Regazzoni, A. Cavallaro
Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu (USA), April 15-20, 2007

 

Hands-on experience in image processing: the automated lecture cameraman
A. Cavallaro, R. Chandrasekera, M. Taj
Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu (USA), April 15-20, 2007

 

Evaluation of multi-sensor surveillance event detectors
F. Ziliani and A. Cavallaro
IET Conference on Imaging for Crime Detection and Prevention (ICDP 2006), London, UK, 13-14 June, 2006

 

Surveillance scene change detection
A. Cavallaro and L-Q. Xu
IEEE International Workshop on Visual Surveillance (VS2006), in conjunction with ECCV, Graz, Austria, 7-13 May, 2006

 

Multi-feature graph-based object tracking [pdf]
         M. Taj, E. Maggio, A. Cavallaro
         Proc. of Classification of Events, Activities and Relationships (CLEAR) Workshop,
         Springer LNCS 4122, pp. 190-199, Southampton, UK, 6-7 April, 2006

 

Event detection in underground stations using multiple heterogeneous surveillance cameras     [invited paper]
A. Cavallaro
Proc. of International Symposium on Visual Computing, Intelligent Vehicles and Autonomous Navigation, Lake Tahoe, Nevada, 5-7 December 2005.

 

Facial scan change detection    [Winner of the QM Electronic Engineering Showcase Event]
Prathap Nair, Lifong Zou, Andrea Cavallaro
2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies (EWIMT), pp. 77-82, London, UK, 30 Nov- 1 Dec, 2005

 

Performance evaluation of event detection solutions: the CREDS experience
     
F. Ziliani, S. Velastin, F. Porikli, L. Marcenaro, T. Kelliher, A. Cavallaro, P. Bruneaut
      Proc. of IEEE Int. Conference on Advanced Video and Signal based Surveillance (AVSS 2005), Como (I), 15-16 September 2005

 

Surveillance video for mobile devices
     
O. Steiger,  T. Ebrahimi, A. Cavallaro
      Proc. of IEEE Int. Conference on Advanced Video and Signal based Surveillance (AVSS 2005), Como (I), 15-16 September 2005

 

Multi-part target representation for colour tracking [pdf]   [rated among the top 10% of the accepted papers]
      
E. Maggio, A. Cavallaro
       Proc. of  IEEE Int. Conference on Image Processing (ICIP), Genova (I), 11-14 September 2005

 

Combining Colour and Orientation for Adaptive Particle Filter-based Tracking [pdf]
      E. Maggio, F. Smeraldi, A. Cavallaro
      British Machine Vision Conference (BMVC), Oxford (UK), 6-8 September 2005

 

Evaluating perceptually pre-filtered video
      
O. Steiger,  T. Ebrahimi, A. Cavallaro
       Proc. of IEEE International Conference on Multimedia and Expo (ICME-2005), Amsterdam (NL), 6-8 July 2005.

 

Characterisation of tracking performance [pdf]
        A. Cavallaro, F. Ziliani
        Proc. of Workshop on Image Analysis For Multimedia Interactive Services (WIAMIS-2005), Montreux (CH), 13-15 April 2005.

 

Real-time generation of annotated video for surveillance
       O. Steiger,  T. Ebrahimi, A. Cavallaro
       Proc. of Workshop on Image Analysis For Multimedia Interactive Services (WIAMIS-2005), Montreux (CH), 13-15 April 2005.

 

Hybrid Particle Filter and Mean Shift tracker with adaptive transition model [Winner of the ICASSP Student Paper Contest]  [demo] [pdf]
E. Maggio, A. Cavallaro
Proc. of IEEE Signal Processing Society International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, PA, USA, March 19-23, 2005

 

Image analysis and computer vision for undergraduates    [QM Drapers' Prize for the Development of Learning and Teaching]
A. Cavallaro
Proc. of IEEE Signal Processing Society International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, PA, USA, March 19-23, 2005

 

Adding privacy constraints to video-based applications [pdf]
A. Cavallaro
Proc. of  European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, London, 25-26 November 2004

 

Segmentation-driven perceptual quality metric [pdf]
A. Cavallaro, S. Winkler
Proc. of  IEEE Int. Conference on Image Processing (ICIP), Singapore, 24-27 October 2004

 

Perceptual pre-filtering for video coding     [invited paper]
A. Cavallaro, O. Steiger, T. Ebrahimi
Proc. of IEEE International Symposium on Intelligent Multimedia, Video and Speech Processing, Hong Kong, 20-22 October 2004

 

Scalable Colour Image Coding with Matching Pursuit   [pdf]
R. Ventura, P. Vandergheynst, P. Frossard, A. Cavallaro
Proc. of  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-2004), Montreal (Canada), 17-21 May 2004

 

Shadow detection in image sequences  
A. Cavallaro, E. Salvador, T. Ebrahimi
Proc. of  IEE Conference on Visual Media Production (CVMP), London (UK), 15-16 March 2004

 

 Semantic segmentation and description for video transcoding   [pdf]  [ps.gz]
A. Cavallaro, O. Steiger, T. Ebrahimi
Proc. of IEEE International Conference on Multimedia and Expo 2003, Baltimore (MD, USA), 6-9 July 2003

 

 

Object-based video: extraction tools, evaluation metrics and applications   [pdf]
A. Cavallaro, T. Ebrahimi
Proc. of SPIE Visual Communications and Image Processing, Lugano (Switzerland), 8-11 July 2003

 

Classification of change detection algorithms for object-based applications   [pdf] 
A. Cavallaro, T. Ebrahimi
Proc. of Workshop on Image Analysis For Multimedia Interactive Services (WIAMIS-2003), London (UK), 9-11 April 2003

 

Spatio-temporal shadow segmentation and tracking
E. Salvador, A. Cavallaro, T. Ebrahimi
Proc. of SPIE Image and Video Communication and Processing, Santa Clara (California, USA), 21-24 January 2003

 

 Multiple video object tracking in complex scenes   [pdf]
A. Cavallaro, O. Steiger, T. Ebrahimi
Proc. of ACM Multimedia 2002, Juan les Pins (France), 1-6 December 2002

 

 Accurate video object segmentation through change detection
A. Cavallaro, T. Ebrahimi
Proc. of IEEE International Conference on Multimedia and Expo, Lausanne (Switzerland), 26-29 August 2002

 

Objective evaluation of segmentation quality using spatio-temporal context   [pdf]  [ps.gz]
A. Cavallaro, E. Drelie, T. Ebrahimi
Proc. of IEEE International Conference on Image Processing, Rochester (New York, USA), 22-25 September 2002

 

MPEG-7 Description of Generic Video Objects for Scene Reconstruction
O. Steiger, A. Cavallaro, T. Ebrahimi
Proc. of SPIE Visual Communications and Image Processing, San Jose (California, USA), pp. 947-958, 21-23 January 2002

 

Change detection based on color edges   [pdf]
A. Cavallaro and T. Ebrahimi
Proc. of IEEE International Symposium on Circuits and Systems (ISCAS-2001), Sydney (Australia), 6-9 May 2001

 

Segmenting moving objects: the MODEST video object kernel    [pdf]  [ps.gz]     [invited paper]
A. Cavallaro, D. Douxchamps, T. Ebrahimi, B.Macq
Proc. of Workshop on Image Analysis For Multimedia Interactive Services (WIAMIS-2001), 16-17 May 2001

 

 Shadow Identification and Classification using Invariant Color Models   [pdf]
E. Salvador, A. Cavallaro, T. Ebrahimi
Proc. of IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP-2001) Salt Lake City (Utah, USA), 7-11 May, 2001

 

Video Object Extraction based on Adaptive Background and Statistical Change Detection   [ps.gz]
A. Cavallaro and T. Ebrahimi
Proc. of SPIE Visual Communications and Image Processing, San Jose (California, USA), pp. 465-475, 21-26 January 2001

 

Vehicle extraction based on focus of attention, multi feature segmentation and tracking   [pdf]
A. Cavallaro, F. Ziliani, R. Castagno, T. Ebrahimi
Proc. of X European Signal Processing Conference (EUSIPCO-2000), Tampere (Finland), pp. 2161-2164, 5-8 September 2000

 

Video-Based Multi-Agent Traffic Surveillance System   [pdf]
B. Abreu, L. Botelho, A. Cavallaro, et al.
Proc. of IEEE Intelligent Vehicles Symposium (IV2000), Detroit (USA), pp. 457-462, 3-5 October 2000

 

 Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection
F. Ziliani and A. Cavallaro
Proc. of 10th Int. Conference on Image Analysis and Processing (ICIAP'99), Venice (Italy), pp. 1108-1111, 27-29 September 1999

 

High Level Descriptors of Video Surveillance Sequences   [pdf]
P. Piscaglia, A. Cavallaro, M. Bonnet and D. Douxchamps
Proc. of European Conf. on Multimedia Applications, Services and Techniques (ECMAST), Madrid, pp. 316-331, 26-28 May 1999

 

A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Structure   [ps.gz]
 A. Cavallaro, S. Marsi and G.L. Sicuranza
Proc. of The First European Conference on Signal Analysis and Prediction (ECSAP'97), Prague, 24-27 June 1997

 

 

Books

 

Intelligent multimedia surveillance
    
P. Atrey, M. Kankanhalli, A. Cavallaro
     Springer-Verlag GmbH, ISBN: 978-3-642-41511-1, December 2013

 

Analysis, retrieval and delivery of multimedia content
    
N. Adami, A. Cavallaro, R. Leonardi, P. Migliorati
     Springer, ISBN-13: 978-1461438304, August 2012

 

Video Tracking: Theory and Practice [link] [Hard cover] [Kindle edition]
    
E. Maggio, A. Cavallaro
     Wiley and Sons, ISBN: 978-0-470-74964-7, January 2011

 

Multi-Camera Networks: Principles and Applications [link]
    
H. Aghajan, A. Cavallaro
     Elsevier, ISBN: 978-0-12-374633-7, May 2009



 

Book chapters

 

Towards cognitive and perceptive video systems
T. Akgun, C. Attwood, A. Cavallaro, C. Fabre, F. Poiesi, P. Szczuko
in Human Behaviour Understanding in Networked Sensing, (Eds: P. Spagnolo et al.), Springer, (to appear)

 

View selection
F. Daniyal, A. Cavallaro
in Emerging Technologies for 3D Video, (Eds: F. Dufaux et al.), Wiley, (to appear)

 

Multi-target tracking in video
F. Poiesi, A. Cavallaro
in Video Processing, (Eds: A Roy-Chowdhury et al.), Elsevier, (to appear)

 

Simultaneous detection and tracking with multiple cameras
M. Taj and A. Cavallaro
in Computer Vision and Machine Learning for Image and Video Analysis, (Eds: R. Cipolla et al.), Springer Verlag, 2012

 

Change detection for object segmentation
A. Cavallaro
in Smart Cameras, (Ed: A.N. Belbachir), Springer, ISBN: 978-1-4419-0952-7, 2010

 

Multi-view multi-object detection tracking
M. Taj and A. Cavallaro
in Computer Vision: Detection, Recognition and Reconstruction, (Eds: R. Cipolla et al.), Springer Verlag GmbH, 2010

 

Trajectory clustering for scene context learning and outlier detection
N. Anjum and A. Cavallaro
in Encyclopaedia Video Mining, (Eds: D. Schonfeld et al.) Springer-Verlag, 2010

 

Recognizing interactions in video
M. Taj and A. Cavallaro
in Intelligent Multimedia Analysis for Security Applications, (Eds: S. Velastin et al.) Springer, ISBN: 978-3-642-11754-1, 2010

 

Multi-camera calibration and global trajectory fusion
N. Anjum and A. Cavallaro
in Intelligent Video Surveillance: Systems and Technologies, (Eds: Y. Ma and G. Qian) CRC Press, ISBN: 978-1-4398-1328-7, December 2009

 

Perceptual semantics
A. Cavallaro, S. Winkler
in Multimedia Technologies: Concepts, Methodologies, Tools, and Applications (Ed: M. Rahman), pp. 1441-1455, Information Science Reference, June 2008.

 

Perceptual semantics
A. Cavallaro, S. Winkler
in Digital Multimedia Perception and Design (Eds: G. Ghinea, S. Y. Chen), Idea Group Publishing, ISBN 159140861-X, April 2006

 

Universal Multimedia Access
A. Cavallaro
in Encyclopaedia of Multimedia Technology and Networking (Ed. M. Pagani) Idea Group Reference, ISBN 1-59140-561-0, May 2005

 

Automatic and Interactive Segmentation of Video Sequences
R. Castagno, A. Cavallaro, F. Ziliani, T. Ebrahimi
in Non Linear Model-based Image/Video Processing and Analysis, I.Pitas, C. Kotropoulos (Eds.), WILEY & SONS, chapter 6, April 2001

 

Image Analysis for Advanced Video Surveillance
      
A. Cavallaro and F. Ziliani
       in Multimedia Video-Based Surveillance Systems, G.L.Foresti, P.Mahonen, C.S.Regazzoni (Eds.),
       KLUWER ACADEMIC PUBLISHERS, Boston, chapter 2.3, pp. 57-67, 2000

 

A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Decomposition
       A. Cavallaro, S. Marsi, G.L. Sicuranza
       in Signal Analysis and Prediction, A.Prochazka, J.Uhlir, P.J.W.Rayner, N.G.Kingsbury (Eds.),
      BIRKHAUSER, Boston, ISBN 0-8176-4042-8, chapter 23, pp. 339-350, 1998

 

 

Miscellanea

 

Person Runs detection for the TRECVID Surveillance Event Detection task
F. Daniyal, A. Cavallaro
TREC Video Retrieval Workshop, Gaithersburg, MD, USA,15-17 November 2010

 

Event analysis on the TRECVid 2008 London Gatwick dataset
M. Taj, F. Daniyal, A. Cavallaro
TREC Video Retrieval Workshop, Gaithersburg, MD, USA, 17-18 November 2008

 

Region-of-interest video encoding using object tracking data
T. Popkin, A. Cavallaro, D. Hands
BMVA Inaugural Student Papers Meeting, London (UK), 28 March 2007

 

Automatic macro-block based feature selection for lip-reading
S. Pachoud, S. Gong, A. Cavallaro
BMVA Inaugural Student Papers Meeting, London (UK), 28 March 2007

 

Landmark detection in 2.5-D facial scans
P. Nair and A. Cavallaro
BMVA symposium on Vision-based Biometrics, London (UK), 14 February 2007

 

Theses

 

A. Cavallaro, "From visual information to knowledge: semantic video object segmentation, tracking and description",
Ph.D. Thesis, n.2515, Swiss Federal Institute of Technology, Switzerland, January 2002
Advisor: Prof. T. Ebrahimi. Committee members: Prof. M. Kunt, Dr. F. Moscheni, Prof. Ph. Robert (president), Prof. G.L. Sicuranza, Prof. T. Sikora, Prof. S. Susstrunk

 

 A. Cavallaro, "Video Compression based on Non Linear Techniques",
M.Sc. Thesis, University of Trieste, Italy, October 1996
Advisor: Prof. G.L. Sicuranza. Co-advisors: Dr.S. Marsi, Dr. S. Cucchi.

 

 

 

 

 

 

 

Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: \\bronze\andrea\public_html\Dr. Andrea Cavallaro_files\spacer.gif

 

Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: \\bronze\andrea\public_html\Dr. Andrea Cavallaro_files\spacer.gif

 

 

 

 

 

 

 

Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: Description: \\bronze\andrea\public_html\Dr. Andrea Cavallaro_files\spacer.gif

 

 

 

 

(C) Queen Mary, University of London