|
Books
Intelligent
multimedia surveillance
P. Atrey, M. Kankanhalli,
A. Cavallaro
Springer-Verlag GmbH,
in preparation
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
Journal
papers
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 (to
appear)
Multi-target
tracking on confidence maps: an application to people tracking pdf
[video]
F. Poiesi, R. Mazzon, A. Cavallaro
Computer Vision and Image Understanding (to appear)
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 (Guest 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
Book
chapters
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
Refereed
conference papers
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
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.
|
