Journal
papers
A
spatio-temporal multi-scale binary descriptor
A.
Xompero, O. Lanz, A. Cavallaro
IEEE Transactions on Image Processing, accepted, 2019
Privacy
and utility preserving sensor-data transformations
M. Malekzadeh, R.G. Clegg, A.
Cavallaro, H. Haddadi
Pervasive and Mobile Computing,
accepted, 2019
ConflictNET:
end-to-end learning for speech-based conflict intensity estimation pdf [source code]
V.
Rajan, A. Brutti, A. Cavallaro
IEEE Signal Processing Letters, Vol. 26, Issue 11,
November 2019, pp. 1668-1672
Multi-speaker
tracking from an audio-visual sensing device pdf
X. Qian, A. Brutti, O. Lanz, M.
Omologo, A. Cavallaro
IEEE Transactions on Multimedia, Vol. 21, Issue 10,
Oct. 2019, pp. 2576 - 2588
A
privacy-preserving filter for oblique face images based on adaptive
hopping Gaussian mixtures pdf
O. Sarwar, B. Rinner, A. Cavallaro
IEEE Access, Vol. 7, October 2019, pp. 142623-142639
Live
multicast video streaming from drones: an experimental study
R. Muzaffar, E. Yanmaz, C.
Raffelsberger, C. Bettstetter, A. Cavallaro
Autonomous Robots, DOI: 10.1007/s10514-019-09851-6,
2019
Trustworthiness
in social multimedia analytics and delivery (Editorial)
Z. Su, Q. Fang, H. Wang, S. Mehrotra,
A.C. Begen, Q. Ye, A. Cavallaro
IEEE Transactions on Multimedia, Vol. 21, Issue 3,
March 2019, pp. 537-538
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
Audio-visual
sensing from a quadcopter: dataset and baselines for source localization
and sound enhancement
L.
Wang, R. Sanchez-Matilla, A. Cavallaro
Proc. of IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS),
Macau, China, November 4-8, 2019
Omni-scale feature
learning for person re-identification
K.
Zhou, Y. Yang, A. Cavallaro, T. Xiang
Proc. of IEEE Int. Conf. on Computer Vision (ICCV), Seoul, Korea, Oct. 27
- Nov. 2, 2019
View-LSTM:
novel-view video synthesis through view decomposition
M.
Lakhal, O. Lanz, A. Cavallaro
Proc. of IEEE Int. Conf. on Computer Vision (ICCV), Seoul, Korea, Oct. 27
- Nov. 2, 2019
Learnable masks
for pose-guided view synthesis
M.
Lakhal, O. Lanz, A. Cavallaro
Proc. of IEEE Int. Conf. on Image Processing (ICIP), Taipei, Taiwan,
September 22-25, 2019
A predictor of
moving objects for first-person vision
R.
Sanchez-Matilla, A. Cavallaro
Proc. of IEEE Int. Conf. on Image Processing (ICIP), Taipei, Taiwan,
September 22-25, 2019
Description and
recognition of activity patterns using sparse vector fields
A.
Portelo, A. Cavallaro, C. Barata, J.S. Marques
Proc. of Iberian Conf. on Pattern Recognition and Image Analysis
(IbPRIA), Madrid, Spain, July 1-4, 2019
Learning action
representations for self-supervised visual exploration pdf
C.
Oh, A. Cavallaro
Proc. of IEEE Int. Conference on Robotics and Automation (ICRA),
Montreal, Canada, May 20-24, 2019
Accurate target annotation
in 3D from multimodal streams pdf
O.
Lanz, A. Brutti, A. Xompero, X. Qian, M. Omologo, A. Cavallaro
Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing
(ICASSP), Brighton, UK, May 12-17, 2019
Scene privacy
protection pdf
C.Y.
Li, A.S. Shamsabadi, R. Sanchez-Matilla, R. Mazzon, A. Cavallaro
Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing
(ICASSP), Brighton, UK, May 12-17, 2019
Mobile sensor data
anonymization pdf
M.
Malekzadeh, R.G. Clegg, A. Cavallaro, H. Haddadi
Proc. of Int. Conf. on Internet-of-Things Design and Implementation
(IoTDI), Montreal, Canada, April 15-18, 2019
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 (ICRA),
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
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