16.7.4.2.2 Human Detection, People Detection, Pedestrians, Using Body Parts, Body Shape

Chapter Contents (Back)
Human Detection. Body Parts Model. See also Human Detection, People Detection, Pedestrians, Locating. See also Tracking People, Human Tracking, Pedestrian Tracking.

Papageorgiou, C.P.[Constantine P.], Poggio, T.[Tomaso],
A Trainable System for Object Detection,
IJCV(38), No. 1, June 2000, pp. 15-33.
WWW Version. 0006
BibRef
Earlier:
A Pattern Classification Approach to Dynamical Object Detection,
ICCV99(1223-1228).
IEEE DOI Link BibRef
And:
Trainable Pedestrian Detection,
ICIP99(IV:35-39).
IEEE Abstract. Object detection in Video using wavelets. BibRef

Papageorgiou, C.P.[Constantine P.],
A Trainable System for Object Detection in Images and Video Sequences,
MIT AI-TR-1685, May 2000. BibRef 0005 Ph.D.Thesis, May 2000.
WWW Version. 0105
BibRef

Mohan, A.[Anuj], Papageorgiou, C.P.[Constantine P.], Poggio, T.[Tomaso],
Example-Based Object Detection in Images by Components,
PAMI(23), No. 4, April 2001, pp. 349-361.
IEEE DOI Link 0001
Locate people in cluttered scenes by finding the 4 components -- head, legs, left arm, and right arm, then a second classifier is applied to exclude non-persons. BibRef

Papageorgiou, C.P.[Constantine P.], Evgeniou, T.[Theodoros], Poggio, T.[Tomaso],
A Trainable Object Detection System,
DARPA98(1019-1024). BibRef 9800
And:
A trainable pedestrian detection system,
IVS98(xx-yy). BibRef

Papageorgiou, C.P.[Constantine P.], Oren, M.[Michael], and Poggio, T.[Tomaso],
A General Framework for Object Detection,
ICCV98(555-562).
IEEE DOI Link BibRef 9800

Oren, M.[Michael], Papageorgiou, C.P.[Constantine P.], Sinha, P.[Pawan], Osuna, E.[Edgar], Poggio, T.[Tomaso],
Pedestrian Detection Using Wavelet Templates,
CVPR97(193-199).
IEEE DOI Link 9704
BibRef
And:
A Trainable System for People Detection,
DARPA97(207-214). Template average wavelet representations. vertical/horizontal/corner BibRef

Ioffe, S.[Sergey], Forsyth, D.A.[David A.],
Probabilistic Methods for Finding People,
IJCV(43), No. 1, June 2001, pp. 45-68.
WWW Version. Or:
PDF Version. 0108
BibRef
Earlier:
Finding People by Sampling,
ICCV99(1092-1097).
IEEE DOI Link Find candidate parts then assemble those that are consistent with being a person. Not all combinations can be tested, use a sampling approach. Segmentation into parts is the limiting factor. BibRef

Ioffe, S.[Sergey], Forsyth, D.A.[David A.],
Mixtures of Trees for Object Recognition,
CVPR01(II:180-185).
IEEE Abstract. 0110
BibRef
And:
Human Tracking with Mixtures of Trees,
ICCV01(I: 690-695).
IEEE DOI Link Or:
PDF Version. 0106
BibRef

Tran, D.[Duan], Forsyth, D.A.[David A.],
Improved Human Parsing with a Full Relational Model,
ECCV10(IV: 227-240).
Springer DOI Link 1009
BibRef

Armanfard, N.[Narges], Komeili, M.[Majid], Kabir, E.[Ehsanollah],
TED: A texture-edge descriptor for pedestrian detection in video sequences,
PR(45), No. 3, March 2012, pp. 983-992.
Elsevier DOI Link
WWW Version. 1111
Pedestrian detection; Texture; Edge; Local binary pattern; Block-based approach; Background subtraction; Surveillance systems BibRef

Tran, K.N.[Khai N.], Kakadiaris, I.A.[Ioannis A.], Shah, S.K.[Shishir K.],
Part-based motion descriptor image for human action recognition,
PR(45), No. 7, July 2012, pp. 2562-2572.
Elsevier DOI Link
WWW Version. 1203
BibRef
Earlier:
Modeling Motion of Body Parts for Action Recognition,
BMVC11(xx-yy).
HTML Version. 1110
Human action recognition; Motion descriptor image; Subspace learning; Principal component analysis; Discriminant analysis; Sparse representation BibRef


Rothrock, B.[Brandon], Zhu, S.C.[Song-Chun],
Human parsing using stochastic and-or grammars and rich appearances,
SIG11(640-647).
IEEE DOI Link 1201
BibRef

Ma, L.Y.[Lian-Yang], Yang, X.K.[Xiao-Kang], Xu, Y.[Yi], Zhu, J.[Jun],
Human identification using body prior and generalized EMD,
ICIP11(1441-1444).
IEEE DOI Link 1201
BibRef

Cao, S.[Song], Duan, G.Q.[Gen-Quan], Haizhou, A.I.,
Fast human detection using Node-Combined Part Detector,
ICIP11(3589-3592).
IEEE DOI Link 1201
BibRef

Lo, K.H.[Kuo-Hua], Chuang, J.H.[Jen-Hui],
Vanishing point-based line sampling for efficient axis-based people localization,
ICIP11(521-524).
IEEE DOI Link 1201
BibRef

Li, K.C.[Ke-Chun], Su, H.R.[Hong-Ren], Lai, S.H.[Shang-Hong],
Pedestrian Image Segmentation via Shape-Prior Constrained Random Walks,
PSIVT11(II: 215-226).
Springer DOI Link 1111
BibRef

Pishchulin, L.[Leonid], Jain, A.[Arjun], Wojek, C.[Christian], Thormaehlen, T.[Thorsten], Schiele, B.[Bernt],
In Good Shape: Robust People Detection based on Appearance and Shape,
BMVC11(xx-yy).
HTML Version. 1110
BibRef

Pishchulin, L.[Leonid], Jain, A.[Arjun], Wojek, C.[Christian], Andriluka, M.[Mykhaylo], Thormahlen, T.[Thorsten], Schiele, B.[Bernt],
Learning people detection models from few training samples,
CVPR11(1473-1480).
IEEE DOI Link 1106
BibRef

Anwer, R.M.[Rao Muhammad], Vázquez, D.[David], López, A.M.[Antonio M.],
Color Contribution to Part-Based Person Detection in Different Types of Scenarios,
CAIP11(II: 463-470).
Springer DOI Link 1109
BibRef
And:
Opponent Colors for Human Detection,
IbPRIA11(363-370).
Springer DOI Link 1106
BibRef

John, G.S.[Gladis S.], West, G.A.W.[Geoff A. W.], Lazarescu, M.[Mihai],
Part Based Recognition of Pedestrians Using Multiple Features and Random Forests,
DICTA10(363-368).
IEEE DOI Link 1012
BibRef

Wang, S.[Sheng], Du, R.[Ruo], Wu, Q.A.[Qi-Ang], He, X.J.[Xiang-Jian],
Adaptive Stick-Like Features for Human Detection Based on Multi-scale Feature Fusion Scheme,
DICTA10(375-380).
IEEE DOI Link 1012
BibRef

Tosato, D., Farenzena, M., Cristani, M., Murino, V.,
Part-based human detection on Riemannian manifolds,
ICIP10(3469-3472).
IEEE DOI Link 1009
BibRef

Bar-Hillel, A.[Aharon], Levi, D.[Dan], Krupka, E.[Eyal], Goldberg, C.[Chen],
Part-Based Feature Synthesis for Human Detection,
ECCV10(IV: 127-142).
Springer DOI Link 1009
BibRef

Chen, Y.T.[Yu-Ting], Chen, C.S.[Chu-Song], Hung, Y.P.[Yi-Ping], Chang, K.Y.[Kuang-Yu],
Multi-class multi-instance boosting for part-based human detection,
VS09(1177-1184).
IEEE DOI Link 0910
BibRef

Nguyen, D.T.[Duc Thanh], Li, W.Q.[Wan-Qing], Ogunbona, P.[Philip],
A novel template matching method for human detection,
ICIP09(2549-2552).
IEEE DOI Link 0911
BibRef
And:
A part-based template matching method for multi-view human detection,
IVCNZ09(357-362).
IEEE DOI Link 0911
BibRef

Zhou, C.H.[Chen-Hui], Tang, L.[Liang], Wang, S.J.[Sheng-Jin], Ding, X.Q.[Xiao-Qing],
Human Detection Based on Fusion of Histograms of Oriented Gradients and Main Partial Features,
CISP09(1-5).
IEEE DOI Link 0910
BibRef

Seemann, E.[Edgar], Leibe, B.[Bastian], Schiele, B.[Bernt],
Multi-Aspect Detection of Articulated Objects,
CVPR06(II: 1582-1588).
IEEE DOI Link 0606
BibRef
Earlier: A2, A1, A3:
Pedestrian Detection in Crowded Scenes,
CVPR05(I: 878-885).
IEEE DOI Link 0507
Pedestrians. BibRef

Seemann, E., Leibe, B., Mikolajczyk, K.[Krystian], Schiele, B.,
An Evaluation of Local Shape-Based Features for Pedestrian Detection,
BMVC05(xx-yy).
HTML Version. 0509
BibRef

Andriluka, M.[Mykhaylo], Roth, S.[Stefan], Schiele, B.[Bernt],
Monocular 3D pose estimation and tracking by detection,
CVPR10(623-630).
IEEE DOI Link 1006
Video of talk:
WWW Version. BibRef
Earlier:
Pictorial structures revisited: People detection and articulated pose estimation,
CVPR09(1014-1021).
IEEE DOI Link 0906
BibRef
Earlier:
People-tracking-by-detection and people-detection-by-tracking,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Wojek, C.[Christian], Schiele, B.[Bernt],
A Performance Evaluation of Single and Multi-feature People Detection,
DAGM08(xx-yy).
Springer DOI Link 0806
BibRef

Seemann, E.[Edgar], Fritz, M.[Mario], Schiele, B.[Bernt],
Towards Robust Pedestrian Detection in Crowded Image Sequences,
CVPR07(1-8).
IEEE DOI Link 0706
BibRef

Seemann, E.[Edgar], Schiele, B.[Bernt],
Cross-Articulation Learning for Robust Detection of Pedestrians,
DAGM06(242-252).
Springer DOI Link 0610
BibRef

Mikolajczyk, K.[Krystian], Schmid, C.[Cordelia], Zisserman, A.[Andrew],
Human Detection Based on a Probabilistic Assembly of Robust Part Detectors,
ECCV04(Vol I: 69-82).
WWW Version. 0405
BibRef

Ronfard, R., Schmid, C., Triggs, B.,
Learning to Parse Pictures of People,
ECCV02(IV: 700 ff.).
HTML Version. 0205
BibRef

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


Last update:May 16, 2012 at 20:31:07