Han, S.J.[Sang-Jun],
Cho, S.B.[Sung-Bae],
Evolutionary neural networks for anomaly detection based on the
behavior of a program,
SMC-B(36), No. 3, June 2006, pp. 559-570.
IEEE DOI may work or IEEE-CS DOI may work.
0606Really other kinds of anomalies.
BibRef
Hu, W.M.[Wei-Ming],
Xiao, X.[Xuejuan],
Fu, Z.Y.[Zhou-Yu],
Xie, D.,
Tan, T.N.[Tie-Niu],
Maybank, S.J.[Steve J.],
A System for Learning Statistical Motion Patterns,
PAMI(28), No. 9, September 2006, pp. 1450-1464.
IEEE DOI may work or IEEE-CS DOI may work.
0608Learn patterns for anomaly detection and prediction of behaviors.
Track, then learn patterns of trajectories. Detect anomalies.
Some comparisons with others:
See also Learning the Distribution of Object Trajectories for Event Recognition.
See also Learning Spatio-temporal Patterns for Predicting Object Behaviour.
See also Learning Semantic Scene Models From Observing Activity in Visual Surveillance.
See also Multi feature path modeling for video surveillance. (these do not use probability distributions on the motion patterns)
See also Learning Patterns of Activity Using Real-Time Tracking.
See also Application of the Self-Organizing Map to Trajectory Classification.
See also Utilizing Learned Motion Patterns to Robustly Track Persons.
BibRef
Markou, M.[Markos],
Singh, S.[Sameer],
A Neural Network-Based Novelty Detector for Image Sequence Analysis,
PAMI(28), No. 10, October 2006, pp. 1664-1677.
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0609
BibRef
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Symphor, J.E.[Jean-Emile],
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PR(40), No. 2, February 2007, pp. 492-503.
WWW Version.
0611Data streams; Concentration inequalities; Precision; Recall; Accuracy
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Statistical Borders for Incremental Mining,
ICPR06(III: 212-215).
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0609
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Mining Co-Location Patterns with Rare Events from Spatial Data Sets,
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Irani, M.[Michal],
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IJCV(74), No. 1, August 2007, pp. 17-31.
WWW Version.
0705
BibRef
ICCV05(I: 462-469).
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0510
Award, Marr Prize, HM. Irregular defined in context.
BibRef
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Rivlin, E.[Ehud],
Shimshoni, I.[Ilan],
Reinitz, D.[Daviv],
Robust Real-Time Unusual Event Detection using Multiple Fixed-Location
Monitors,
PAMI(30), No. 3, March 2008, pp. 555-560.
IEEE DOI may work or IEEE-CS DOI may work.
0801Multiple local monitors which collect low-level statistics, each issues an
alert which are integrated to the result.
BibRef
Xiang, T.[Tao],
Gong, S.G.[Shao-Gang],
Video Behavior Profiling for Anomaly Detection,
PAMI(30), No. 5, May 2008, pp. 893-908.
IEEE DOI may work or IEEE-CS DOI may work.
0803
BibRef
Earlier:
Optimal Dynamic Graphs for Video Content Analysis,
BMVC06(I:177).
PDF Version.
0609
BibRef
Earlier:
Online Video Behaviour Abnormality Detection Using Reliability Measure,
BMVC05(xx-yy).
HTML Version.
0509
BibRef
Earlier:
Activity Based Video Content Trajectory Representation and Segmentation,
BMVC04(xx-yy).
HTML Version.
0508group behaviors through learning. Find anomalies.
BibRef
Li, J.,
Gong, S.G.[Shao-Gang],
Xiang, T.[Tao],
Global Behaviour Inference using Probabilistic Latent Semantic Analysis,
BMVC08(xx-yy).
PDF Version.
0809
BibRef
Xiang, T.[Tao],
Gong, S.G.[Shao-Gang],
Incremental and adaptive abnormal behaviour detection,
CVIU(111), No. 1, July 2008, pp. 59-73.
WWW Version.
0711Behaviour analysis and recognition; Visual surveillance; Abnormality
detection; Incremental learning; Likelihood ratio test; Dynamic scene
modelling; Dynamic Bayesian networks
BibRef
Xiang, T.[Tao],
Gong, S.G.[Shao-Gang],
Parkinson, D.,
Autonomous Visual Events Detection and Classification without Explicit
Object-Centred Segmentation and Tracking,
BMVC02(Poster Session).
0208
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Pruteanu-Malinici, I.[Iulian],
Carin, L.[Lawrence],
Infinite Hidden Markov Models for Unusual-Event Detection in Video,
IP(17), No. 5, May 2008, pp. 811-822.
IEEE DOI may work or IEEE-CS DOI may work.
0804
BibRef
Earlier:
Infinite Hidden Markov Models and ISA Features for Unusual-Event
Detection in Video,
ICIP07(V: 137-140).
IEEE DOI may work or IEEE-CS DOI may work.
0709
BibRef
Sudo, K.[Kyoko],
Osawa, T.[Tatsuya],
Wakabayashi, K.[Kaoru],
Koike, H.[Hideki],
Arakawa, K.[Kenichi],
Estimating Anomality of the Video Sequences for Surveillance Using
1-Class SVM,
IEICE(E91-D), No. 7, July 2008, pp. 1929-1936.
WWW Version.
0807
BibRef
Jager, M.,
Knoll, C.,
Hamprecht, F.A.,
Weakly Supervised Learning of a Classifier for Unusual Event Detection,
IP(17), No. 9, September 2008, pp. 1700-1708.
IEEE DOI may work or IEEE-CS DOI may work.
0810
BibRef
Sillito, R.R.,
Fisher, R.B.,
Semi-supervised Learning for Anomalous Trajectory Detection,
BMVC08(xx-yy).
PDF Version.
0809
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Basharat, A.[Arslan],
Gritai, A.[Alexei],
Shah, M.[Mubarak],
Learning object motion patterns for anomaly detection and improved
object detection,
CVPR08(1-8).
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0806
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Dickinson, P.[Patrick],
Hunter, A.[Andrew],
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Motion08(1-6).
IEEE DOI may work or IEEE-CS DOI may work.
0801
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Rav-Acha, A.[Alex],
Gutman, A.[Avital],
Peleg, S.[Shmuel],
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ICCV07(1-8).
IEEE DOI may work or IEEE-CS DOI may work.
0710A short version that contains only those parts where something happens.
Generate the action based description.
BibRef
Reulke, R.[Ralf],
Meysel, F.[Frederik],
Bauer, S.[Sascha],
Situation Analysis and Atypical Event Detection with Multiple Cameras
and Multi-Object Tracking,
RobVis08(234-247).
WWW Version.
0802
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Cetin, A.E.[A. Enis],
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AVSBS07(558-562).
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0709
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Prati, A.[Andrea],
Calderara, S.[Simone],
Cucchiara, R.[Rita],
Using circular statistics for trajectory shape analysis,
CVPR08(1-8).
IEEE DOI may work or IEEE-CS DOI may work.
0806
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Calderara, S.[Simone],
Cucchiara, R.[Rita],
Prati, A.[Andrea],
Detection of abnormal behaviors using a mixture of Von Mises
distributions,
AVSBS07(141-146).
IEEE DOI may work or IEEE-CS DOI may work.
0709
BibRef
Earlier:
Multimedia surveillance: content-based retrieval with multicamera
people tracking,
VSSN06(95-100).
WWW Version.
0701
BibRef
Jiang, F.[Fan],
Wu, Y.[Ying],
Katsaggelos, A.K.[Aggelos K.],
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Hierarchical Clustering,
ICIP07(V: 145-148).
IEEE DOI may work or IEEE-CS DOI may work.
0709
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Izo, T.[Tomas],
Grimson, W.E.L.[W. Eric L.],
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ICIP07(IV: 529-532).
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0709
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Irani, M.[Michal],
Seeing the Invisible and Predicting the Unexpected,
IbPRIA07(I: 7-8).
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0706
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Salas, J.[Joaquin],
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Gonzalez-Barbosa, J.J.[Jose-Joel],
Hurtado-Ramos, J.B.[Juan B.],
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ACIVS07(406-416).
WWW Version.
0708
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Sun, L.F.[Li-Feng],
Liu, Z.Q.A.[Zhi-Qi-Ang],
Yang, S.Q.A.[Shi-Qi-Ang],
A Sequential Monte Carlo Approach to Anomaly Detection in Tracking
Visual Events,
VS07(1-8).
IEEE DOI may work or IEEE-CS DOI may work.
0706
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O'Callaghan, R.[Robert],
Haga, T.[Tetsuji],
Robust Change-Detection by Normalised Gradient-Correlation,
VS07(1-8).
IEEE DOI may work or IEEE-CS DOI may work.
0706
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Lin, D.T.[Daw-Tung],
Liu, M.J.[Ming-Ju],
Face Occlusion Detection for Automated Teller Machine Surveillance,
PSIVT06(641-651).
WWW Version.
0612
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Branzan Albu, A.[Alexandra],
Beugeling, T.[Trevor],
Virji-Babul, N.[Naznin],
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Analysis of Irregularities in Human Actions with Volumetric Motion
History Images,
Motion07(16-16).
IEEE DOI may work or IEEE-CS DOI may work.
0702
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Gaucel, J.M.[Jean-Michel],
Guillaume, M.[Mireille],
Bourennane, S.[Salah],
Non Orthogonal Component Analysis: Application to Anomaly Detection,
ACIVS06(1198-1209).
WWW Version.
0609
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Au, C.E.[Carmen E.],
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Clark, J.J.[James J.],
Anomaly Detection for Video Surveillance Applications,
ICPR06(IV: 888-891).
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0609
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Zhou, H.N.[Han-Ning],
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Unusual Event Detection via Multi-camera Video Mining,
ICPR06(III: 1161-1166).
WWW Version.
0609
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Yu, E.[Elden],
Aggarwal, J.K.,
Detection of stable contacts for human motion analysis,
VSSN06(87-94).
WWW Version.
0701
BibRef
And:
Detection of Fence Climbing from Monocular Video,
ICPR06(I: 375-378).
WWW Version.
0609extended star-skeleton representation, stable contacts are
formed by stationary extreme points.
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Wang, D.[Dong],
Li, J.M.[Jian-Min],
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Relay Boost Fusion for Learning Rare Concepts in Multimedia,
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Itti, L.[Laurent],
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A Principled Approach to Detecting Surprising Events in Video,
CVPR05(I: 631-637).
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0507
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Zhong, H.[Hua],
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Detecting unusual activity in video,
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Dee, H.M.,
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0602
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Earlier:
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BMVC04(xx-yy).
HTML Version.
0508
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Chan, M.T.[Michael T.],
Hoogs, A.[Anthony],
Bhotika, R.[Rahul],
Perera, A.[Amitha],
Schmiederer, J.[John],
Doretto, G.[Gianfranco],
Joint Recognition of Complex Events and Track Matching,
CVPR06(II: 1615-1622).
IEEE DOI may work or IEEE-CS DOI may work.
0606
BibRef
Chan, M.T.[Michael T.],
Hoogs, A.[Anthony],
Sun, Z.H.[Zhao-Hui],
Schmiederer, J.[John],
Bhotika, R.[Rahul],
Doretto, G.[Gianfranco],
Event Recognition with Fragmented Object Tracks,
ICPR06(I: 412-416).
WWW Version.
0609
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Chan, M.T.[Michael T.],
Hoogs, A.[Anthony],
Schmiederer, J.[John],
Petersen, M.,
Detecting rare events in video using semantic primitives with HMM,
ICPR04(IV: 150-154).
IEEE DOI may work or IEEE-CS DOI may work.
0409
BibRef
Zhong, H.,
Shi, J.,
Finding (Un)Usual Events in Video,
CMU-RI-TR-03-05, May, 2003.
HTML Version.
0306
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Rosin, P.L.[Paul L.],
Ellis, T.[Tim],
Detecting and Classifying Intruders in Image Sequences,
BMVC91(xx-yy).
PDF Version.
9109
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Mori, H.,
Ishiguro, H.,
Kotani, S.,
Yasutomi, S.,
Chino, Y.,
A mobile robot strategy applied to Harunobu-4,
ICPR88(I: 525-530).
IEEE DOI may work or IEEE-CS DOI may work.
8811Apply analysis of stereotypical patterns of motion.
BibRef
Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Human Motion Understanding and Analysis .