16.7.4 Human Motion Understanding and Analysis

Chapter Contents (Back)
Event Understanding. This is concerned primarily with surveillance issues, less with gesture recognition. So it is the whole human, not just the face, arms, and hands. See also Human Motion, General Analysis. See also Gesture Recognition Techniques.

Rohr, K.,
Towards Model-Based Recognition of Human Movements in Image Sequences,
CVGIP(59), No. 1, January 1994, pp. 94-115.
WWW Version. BibRef 9401
Earlier:
Incremental Recognition of Pedestrians from Image Sequences,
CVPR93(8-13).
IEEE Abstract. IEEE Top Reference. Extraction of the movement of articulated bodies. BibRef

Rohr, K.,
Recognition of Human Movements Based on Explicit Motion Models,
MBR97(Chapter 8) Germany. BibRef 9700

Wang, J.J.L.[Jessica Jun-Lin], Singh, S.[Sameer],
Video analysis of human dynamics: A Survey,
RealTimeImg(9), No. 5, October 2003, pp. 320-345.
WWW Version. 0311
Survey, Human Motion. BibRef

Chiu, C.Y.[Chih-Yi], Chao, S.P.[Shih-Pin], Wu, M.Y.[Ming-Yang], Yang, S.N.[Shi-Nine], Lin, H.C.[Hsin-Chih],
Content-based retrieval for human motion data,
JVCIR(15), No. 3, September 2004, pp. 446-466.
WWW Version. 0711
BibRef

Rahman, M.M.[M. Masudur], Ishikawa, S.[Seiji],
Human motion recognition using an eigenspace,
PRL(26), No. 6, 1 May 2005, pp. 687-697.
WWW Version. 0501
BibRef
Earlier:
Robust appearance-based human action recognition,
ICPR04(III: 165-168).
IEEE DOI Link 0409
BibRef
And:
Appearance-based representation and recognition of human motions,
CRA03(I: 1410-1415). BibRef

Rahman, M.M.[M. Masudur], Nakamura, K., Ishikawa, S.[Seiji],
Recognizing human behavior using universal eigenspace,
ICPR02(I: 295-298).
IEEE DOI Link 0211
BibRef

Rahman, M.M.[M. Masudur], Robles-Kelly, A.[Antonio],
A Tuned Eigenspace Technique for Articulated Motion Recognition,
ECCV06(I: 174-185).
Springer DOI Link 0608
BibRef

Müller, M.[Meinard],
Information Retrieval for Music and Motion,
Springer2007, ISBN: 978-3-540-74047-6
WWW Version. Multimedia objects using audio and human motion data. BibRef 0700

Rosenhahn, B.[Bodo], Klette, R.[Reinhard], Metaxas, D.[Dimitris], (Eds.)
Human Motion Understanding, Modelling, Capture, and Animation,
Springer2008, ISBN: 978-1-4020-6692-4. Indexed as: BibRef 0800 HumMotBook08
WWW Version. Collection of papers on human motion. Papers filed elsewhere. BibRef

Jang, W.S.[Won-Seob], Lee, W.K.[Won-Kyu], Lee, I.K.[In-Kwon], Lee, J.H.[Je-Hee],
Enriching a motion database by analogous combination of partial human motions,
VC(24), No. 4, April 2008, pp. xx-yy.
Springer DOI Link 0804
BibRef

Yang, J.Y.[Jhun-Ying], Wang, J.S.[Jeen-Shing], Chen, Y.P.[Yen-Ping],
Using acceleration measurements for activity recognition: An effective learning algorithm for constructing neural classifiers,
PRL(29), No. 16, 1 December 2008, pp. 2213-2220.
WWW Version. 0811
Acceleration data; Activity recognition; Feature subset selection; Feature extraction; Neural network; Triaxial accelerometer BibRef

Albanese, M., Chellappa, R., Moscato, V., Picariello, A., Subrahmanian, V.S., Turaga, P.K., Udrea, O.,
A Constrained Probabilistic Petri Net Framework for Human Activity Detection in Video,
MultMed(10), No. 6, October 2008, pp. 982-996.
IEEE DOI Link 0905
BibRef

Bodor, R., Drenner, A., Fehr, D., Masoud, O.T., Papanikolopoulos, N.P.,
View-independent human motion classification using image-based reconstruction,
IVC(27), No. 8, 2 July 2009, pp. 1194-1206.
Elsevier DOI Link
WWW Version. 0906
Image-based rendering; Human motion recognition; Computer vision; Visual tracking; Shape reconstruction BibRef

Cao, D.W.[Dong-Wei], Masoud, O.T.[Osama T.], Boley, D.[Daniel], Papanikolopoulos, N.[Nikolaos],
Human motion recognition using support vector machines,
CVIU(113), No. 10, October 2009, pp. 1064-1075,.
Elsevier DOI Link
WWW Version. 0910
Human motion recognition; Recursive filtering; Support vector machine BibRef

Gonzalez, J.[Jordi], Rowe, D.[Daniel], Varona, J.[Javier], Roca, F.X.[F. Xavier],
Understanding dynamic scenes based on human sequence evaluation,
IVC(27), No. 10, 2 September 2009, pp. 1433-1444.
Elsevier DOI Link
WWW Version. 0906
Image Sequence Evaluation; High-level processing of monitored scenes; Segmentation and tracking in complex scenes; Event recognition in dynamic scenes; Human motion understanding; Human behaviour interpretation; Natural-language text generation; Realistic demonstrators BibRef


Canton-Ferrer, C., Butko, T., Segura, C., Giro, X., Nadeu, C., Hernando, J., Casas, J.R.,
Audiovisual event detection towards scene understanding,
CVPR4HB09(81-88).
IEEE DOI Link 0906
BibRef

Gehrig, D., Schultz, T.,
Selecting relevant features for human motion recognition,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Lablack, A.[Adel], Djeraba, C.[Chabane],
Analysis of human behaviour in front of a target scene,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Blackburn, J.[Jaron], Ribeiro, E.[Eraldo],
Human Motion Recognition Using Isomap and Dynamic Time Warping,
HUMO07(285-298).
Springer DOI Link 0710
BibRef

Cantoni, V.[Virginio], Marmo, R.[Roberto], Zemblini, M.[Marco],
Video Surveillance and SOS Request,
CIAP07(560-565).
IEEE DOI Link 0709
Human surveillance in outdoor environment. BibRef

Mendoza, M.Á.[M. Ángeles], de la Blanca, N.P.[Nicolás Pérez], Marín-Jiménez, M.J.[Manuel J.],
Fitting Product of HMM to Human Motions,
CAIP09(824-831).
Springer DOI Link 0909
BibRef

Mendoza, M.Á.[M. Ángeles], de la Blanca, N.P.[Nicolás Pérez],
Applying Space State Models in Human Action Recognition: A Comparative Study,
AMDO08(xx-yy).
Springer DOI Link 0807
BibRef

Mendoza, M.Á.[M. Ángeles], de la Blanca, N.P.[Nicolás Pérez],
HMM-Based Action Recognition Using Contour Histograms,
IbPRIA07(I: 394-401).
Springer DOI Link 0706
BibRef

Lucena, M.J.[Manuel J.], de la Blanca, N.P.[Nicolás Pérez], Fuertes, J.M.[José Manuel], Marín-Jiménez, M.J.[Manuel Jesús],
Human Action Recognition Using Optical Flow Accumulated Local Histograms,
IbPRIA09(32-39).
Springer DOI Link 0906
See also Matching Deformable Regions Using Local Histograms of Differential Invariants. BibRef

Lucena, M.J.[Manuel J.], Fuertes, J.M.[José Manuel], de la Blanca, N.P.[Nicolás Pérez],
Human Motion Characterization Using Spatio-temporal Features,
IbPRIA07(I: 72-79).
Springer DOI Link 0706
BibRef

Ogale, A.S.[Abhijit S.], Karapurkar, A.[Alap], Aloimonos, Y.[Yiannis],
View-Invariant Modeling and Recognition of Human Actions Using Grammars,
WDV06(115-126).
Springer DOI Link 0705
BibRef

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Human Detection, People Detection, Pedestrians, Locating .


Last update:Nov 16, 2009 at 19:35:14