21.4.1.4 Human Pose from Silhouettes

Chapter Contents (Back)
Human Pose. Silhouettes. Pose. See also Human Posture, or Human Pose, Human Body Pose. See also Human Action Recognition and Detection Using Human Pose.

Agarwal, A.[Ankur], Triggs, B.[Bill],
Recovering 3D Human Pose from Monocular Images,
PAMI(28), No. 1, January 2006, pp. 44-58.
IEEE DOI 0512
BibRef
And:
A Local Basis Representation for Estimating Human Pose from Cluttered Images,
ACCV06(I:50-59).
Springer DOI 0601
BibRef
Earlier:
Monocular Human Motion Capture with a Mixture of Regressors,
VHCI05(III: 72-72).
IEEE DOI 0507
BibRef
Earlier:
3D human pose from silhouettes by relevance vector regression,
CVPR04(II: 882-888).
IEEE DOI 0408
Learn pose from shape descriptor vectors. BibRef

Boulay, B.[Bernard], Brémond, F.[Francois], Thonnat, M.[Monique],
Applying 3D human model in a posture recognition system,
PRL(27), No. 15, November 2006, pp. 1788-1796.
Elsevier DOI 0609
3D human model; Silhouette; Horizontal and vertical projections; Hu moments; Image skeletonisation BibRef

Shen, C.F.[Chun-Feng], Lin, X.Y.[Xue-Yin], Shi, Y.C.[Yuan-Chun],
Human pose estimation from corrupted silhouettes using a sub-manifold voting strategy in latent variable space,
PRL(30), No. 4, 1 March 2009, pp. 421-431.
Elsevier DOI 0903
BibRef
Earlier:
Human Pose Estimation from Polluted Silhouettes Using Sub-manifold Voting Strategy,
IWICPAS06(56-65).
Springer DOI 0608
Gaussian Processes; Manifold; Human pose estimation; Robust statistics; Voting BibRef

Yue, Z.F.[Zhan-Feng], Chellappa, R.,
Synthesis of Silhouettes and Visual Hull Reconstruction for Articulated Humans,
MultMed(10), No. 8, December 2008, pp. 1565-1577.
IEEE DOI 0905
BibRef

Parameswaran, V., Chellappa, R.,
View independent human body pose estimation from a single perspective image,
CVPR04(II: 16-22).
IEEE DOI 0408
BibRef

Peng, B.[Bo], Qian, G.[Gang], Ma, Y.Q.[Yun-Qian],
Recognizing body poses using multilinear analysis and semi-supervised learning,
PRL(30), No. 14, 15 October 2009, pp. 1289-1294.
Elsevier DOI 0909
BibRef
Earlier:
View-Invariant Pose Recognition Using Multilinear Analysis and the Universum,
ISVC08(II: 581-591).
Springer DOI 0812
Gesture recognition; Human-computer interaction Human pose using pairs of silhouette images. BibRef

Peng, B.[Bo], Qian, G.[Gang], Rajko, S.[Stjephan],
View-invariant full-body gesture recognition from video,
ICPR08(1-5).
IEEE DOI 0812
BibRef

Peng, B.[Bo], Qian, G.[Gang],
Online Gesture Spotting from Visual Hull Data,
PAMI(33), No. 6, June 2011, pp. 1175-1188.
IEEE DOI 1105
From view-invariant pose feature HMM trained. Detect and model specific nongesture movement. BibRef

Liang, G.Q.[Guo-Qiang], Lan, X.G.[Xu-Guang], Wang, J.[Jiang], Wang, J.J.[Jian-Ji], Zheng, N.N.[Nan-Ning],
A Limb-Based Graphical Model for Human Pose Estimation,
SMCS(48), No. 7, July 2018, pp. 1080-1092.
IEEE DOI 1806
BibRef
Earlier: A1, A2, A3, A5, Only:
Human pose estimation based on human limbs,
ICPR16(913-918)
IEEE DOI 1705
Elbow, Feature extraction, Graphical models, Joining processes, Pose estimation, Shape, Visual systems, limbs detection. Adaptation models, Heating systems, ConvNet, Graphical model. BibRef


Wang, W., Zhang, Z., Qi, S., Shen, J., Pang, Y., Shao, L.,
Learning Compositional Neural Information Fusion for Human Parsing,
ICCV19(5702-5712)
IEEE DOI 2004
inference mechanisms, learning (artificial intelligence), Estimation, neural nets, sensor fusion, inference processes, direct inference. BibRef

Wang, J., Huang, S., Wang, X., Tao, D.,
Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts,
ICCV19(7770-7779)
IEEE DOI 2004
pose estimation, DOF, pose-attribution estimation methods, 3D bidirectional dependency modeling, degree of freedom, Joints BibRef

Sun, Y., Ye, Y., Liu, W., Gao, W., Fu, Y., Mei, T.,
Human Mesh Recovery From Monocular Images via a Skeleton-Disentangled Representation,
ICCV19(5348-5357)
IEEE DOI 2004
cameras, image motion analysis, image sensors, image sequences, learning (artificial intelligence), pose estimation, Couplings BibRef

Xiong, F., Zhang, B., Xiao, Y., Cao, Z., Yu, T., Zhou, J.T., Yuan, J.,
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image,
ICCV19(793-802)
IEEE DOI 2004
learning (artificial intelligence), pose estimation, regression analysis, stereo image processing, Task analysis BibRef

Payer, C., Štern, D., Urschler, M.,
Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks,
IVCNZ19(1-6)
IEEE DOI 2004
computer vision, face recognition, image representation, learning (artificial intelligence), Markov processes, human pose estimation BibRef

Sun, S., Li, C., Guo, Z., Tai, Y.,
Parametric Human Shape Reconstruction via Bidirectional Silhouette Guidance,
GMDL19(4004-4013)
IEEE DOI 2004
computer vision, feature extraction, image motion analysis, image reconstruction, image sequences, pose estimation, adpative bidirectional loss BibRef

Wang, X.G.[Xiao-Gang], Zhou, B.[Bin], Shi, Y.[Yahao], Chen, X.[Xiaowu], Zhao, Q.P.[Qin-Ping], Xu, K.[Kai],
Shape2Motion: Joint Analysis of Motion Parts and Attributes From 3D Shapes,
CVPR19(8868-8876).
IEEE DOI 2002
BibRef

Tang, W.[Wei], Wu, Y.[Ying],
Does Learning Specific Features for Related Parts Help Human Pose Estimation?,
CVPR19(1107-1116).
IEEE DOI 2002
BibRef

Xu, Z., Zhou, Y., Kalogerakis, E., Singh, K.,
Predicting Animation Skeletons for 3D Articulated Models via Volumetric Nets,
3DV19(298-307)
IEEE DOI 1911
Joints, Shape, Solid modeling, Animation, Predictive models, Animation skeleton, 3D shape, 3D deep learning BibRef

Smith, B.M., Chari, V., Agrawal, A., Rehg, J.M., Sever, R.,
Towards Accurate 3D Human Body Reconstruction from Silhouettes,
3DV19(279-288)
IEEE DOI 1911
Shape, Solid modeling, Image segmentation, Training, Cameras, Anthropomorphic Measurements BibRef

Dibra, E.[Endri], Jain, H., Öztireli, C.[Cengiz], Ziegler, R.[Remo], Gross, M.[Markus],
Human Shape from Silhouettes Using Generative HKS Descriptors and Cross-Modal Neural Networks,
CVPR17(5504-5514)
IEEE DOI 1711
BibRef
Earlier:
HS-Nets: Estimating Human Body Shape from Silhouettes with Convolutional Neural Networks,
3DV16(108-117)
IEEE DOI 1701
Neural networks, Shape, Solid modeling, Strain, Training. clothing BibRef

Yoo, B.I.[Byung In], Kim, W.J.[Won-Jun], Han, J.J.[Jae-Joon], Choi, C.K.[Chang-Kyu], Park, D.[Dusik], Kim, J.[Junmo],
Randomized decision bush: Combining global shape parameters and local scalable descriptors for human body parts recognition,
ICIP14(1560-1564)
IEEE DOI 1502
Accuracy BibRef

Weiss, A.[Alexander], Hirshberg, D.[David], Black, M.J.[Michael J.],
Home 3D body scans from noisy image and range data,
ICCV11(1951-1958).
IEEE DOI 1201
3-D human shape from home quality systems. Silhouettes, coarse range, multiple images. BibRef

Guan, P.[Peng], Weiss, A.[Alexander], Balan, A.O.[Alexandru O.], Black, M.J.[Michael J.],
Estimating Human Shape and Pose from a Single Image,
ICCV09(1381-1388).
IEEE DOI 0909
BibRef

Freifeld, O.[Oren], Weiss, A.[Alexander], Zuffi, S.[Silvia], Black, M.J.[Michael J.],
Contour people: A parameterized model of 2D articulated human shape,
CVPR10(639-646).
IEEE DOI Video of talk:
WWW Link. 1006
BibRef

Balan, A.O.[Alexandru O.], Black, M.J.[Michael J.],
The Naked Truth: Estimating Body Shape Under Clothing,
ECCV08(II: 15-29).
Springer DOI 0810
BibRef

Balan, A.O.[Alexandru O.], Sigal, L.[Leonid], Black, M.J.[Michael J.], Davis, J.E.[James E.], Haussecker, H.W.[Horst W.],
Detailed Human Shape and Pose from Images,
CVPR07(1-8).
IEEE DOI 0706
BibRef

Franco, J.S.[Jean-Sebastien], Lapierre, M.[Marc], Boyer, E.[Edmond],
Visual Shapes of Silhouette Sets,
3DPVT06(397-404).
IEEE DOI 0606
BibRef

Poppe, R.[Ronald], Poel, M.[Mannes],
Body-Part Templates for Recovery of 2D Human Poses under Occlusion,
AMDO08(xx-yy).
Springer DOI 0807
BibRef
Earlier:
Comparison of Silhouette Shape Descriptors for Example-based Human Pose Recovery,
FGR06(541-546).
IEEE DOI 0604
BibRef

Buccolieri, F., Distante, C., Leone, A.,
Human posture recognition using active contours and radial basis function neural network,
AVSBS05(213-218).
IEEE DOI 0602
BibRef

Mittal, A., Zhao, L.[Liang], Davis, L.S.,
Human body pose estimation using silhouette shape analysis,
AVSBS03(263-270).
IEEE DOI 0310
BibRef

Sminchisescu, C.[Cristian], Telea, A.C.[Alexandru C.],
Human Pose Estimation from Silhouettes: A Consistent Approach Using Distance Level Sets,
WSCG02(413).
HTML Version. 0209
BibRef
Earlier:
A Framework for Generic State Estimation in Computer Vision Applications,
CVS01(21-34).
Springer DOI 0106
BibRef

Shoji, K.[Kenji], Mito, A.[Atsushi], Toyama, F.[Fubito],
Pose Estimation of a 2-d Articulated Object from Its Silhouette Using a GA,
ICPR00(Vol III: 713-717).
IEEE DOI 0009
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Human Pose from Depth, 3-D Data, Stereo, Multi-View Data .


Last update:May 19, 2020 at 11:55:09