22.4.1.12 Human Posture and Shape, Clothing Related

Chapter Contents (Back)
Human Pose. Posture. Clothes.
See also Human Posture, or Human Pose, Human Body Pose. More the fashion side:
See also Clothing Styles, Fashion Related.
See also Rendering, Cloth, Clothing, Fabric.

Poikos,
FlixFit Body Measurement technology by Poikos 2013.
WWW Link. Vendor, Body Measurements.

Rosenhahn, B.[Bodo], Kersting, U.G.[Uwe G.], Powell, K.[Katie], Klette, R.[Reinhard], Klette, G.[Gisela], Seidel, H.P.[Hans-Peter],
A system for articulated tracking incorporating a clothing model,
MVA(18), No. 1, February 2007, pp. 25-40.
Springer DOI 0702

See also Optimization and Filtering for Human Motion Capture: A Multi-Layer Framework. BibRef

Rosenhahn, B.[Bodo], Kersting, U.G.[Uwe G.], Powell, K.[Katie], Seidel, H.P.[Hans-Peter],
Cloth X-Ray: MoCap of People Wearing Textiles,
DAGM06(495-504).
Springer DOI 0610
Motion Capture. BibRef

Hu, Z.L.[Zhi-Lan], Yan, H.[Hong], Lin, X.G.[Xing-Gang],
Clothing segmentation using foreground and background estimation based on the constrained Delaunay triangulation,
PR(41), No. 5, May 2008, pp. 1598-1609.
Elsevier DOI 0711
Graph cuts; Constrained Delaunay triangulation; Clothing segmentation; Torso detection BibRef

Wang, X.W.[Xian-Wang], Zhang, T.[Tong], Tretter, D.R., Lin, Q.[Qian],
Personal Clothing Retrieval on Photo Collections by Color and Attributes,
MultMed(15), No. 8, December 2013, pp. 2035-2045.
IEEE DOI 1402
Same clothing worn by same person. BibRef

Zhang, W.[Wei], Zhang, T.[Tong], Tretter, D.R.[Daniel R.],
Clothing-based person clustering in family photos,
ICIP10(4593-4596).
IEEE DOI 1009
BibRef

Manfredi, M.[Marco], Grana, C.[Costantino], Calderara, S.[Simone], Cucchiara, R.[Rita],
A complete system for garment segmentation and color classification,
MVA(25), No. 4, May 2014, pp. 955-969.
Springer DOI 1404

See also Learning superpixel relations for supervised image segmentation. BibRef

Shen, J., LIU, G., Chen, J., Fang, Y., Xie, J., Yu, Y., Yan, S.,
Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification,
IP(23), No. 11, November 2014, pp. 4786-4798.
IEEE DOI 1410
Clothing BibRef

Yan, C.G.C.[Cheng-Gang Clarence], Huang, L.[Lei], Wei, Z.Q.[Zhi-Qiang], Nie, J.[Jie], Chen, B.[Bochuan], Zhang, Y.P.[Ying-Ping],
Finding suits in images of people in unconstrained environments,
JVCIR(25), No. 7, 2014, pp. 1588-1594.
Elsevier DOI 1410
Suits detection BibRef

Wuhrer, S.[Stefanie], Pishchulin, L.[Leonid], Brunton, A.[Alan], Shu, C.[Chang], Lang, J.[Jochen],
Estimation of human body shape and posture under clothing,
CVIU(127), No. 1, 2014, pp. 31-42.
Elsevier DOI 1408
Digital human shape and posture modeling BibRef

Shahu, A., Yang, J.L.[Jin-Long], Franco, J.S.[Jean-Sébastien], Hétroy-Wheeler, F.[Franck], Wuhrer, S.[Stefanie],
Computing Temporal Alignments of Human Motion Sequences in Wide Clothing Using Geodesic Patches,
3DV16(185-193)
IEEE DOI 1701
Biological system modeling BibRef

Zhou, B.[Boyao], Franco, J.S.[Jean-Sébastien], de La Gorce, M.[Martin], Boyer, E.[Edmond],
Pyramidal Signed Distance Learning for Spatio-temporal Human Shape Completion,
ACCV22(I:360-377).
Springer DOI 2307
BibRef

Zhou, B.[Boyao], Meng, D.[Di], Franco, J.S.[Jean-Sébastien], Boyer, E.[Edmond],
Human Body Shape Completion with Implicit Shape and Flow Learning,
CVPR23(12901-12911)
IEEE DOI 2309
BibRef

Zhou, B.[Boyao], Franco, J.S.[Jean-Sébastien], Bogo, F.[Federica], Boyer, E.[Edmond],
Spatio-Temporal Human Shape Completion With Implicit Function Networks,
3DV21(669-678)
IEEE DOI 2201
Deep learning, Solid modeling, Shape, Redundancy, Neural networks, Estimation, 4D Reconstruction, Implicit Function, Neural Networks BibRef

Yang, J.L.[Jin-Long], Franco, J.S.[Jean-Sébastien], Hétroy-Wheeler, F.[Franck], Wuhrer, S.[Stefanie],
Estimation of Human Body Shape in Motion with Wide Clothing,
ECCV16(IV: 439-454).
Springer DOI 1611
BibRef

Biasi, N.[Nicoló], Setti, F.[Francesco], del Bue, A.[Alessio], Tavernini, M.[Mattia], Lunardelli, M.[Massimo], Fornaser, A.[Alberto], da Lio, M.[Mauro], de Cecco, M.[Mariolino],
Garment-based motion capture (GaMoCap): High-density capture of human shape in motion,
MVA(26), No. 7-8, November 2015, pp. 955-973.
Springer DOI 1511
BibRef

Huang, L.C.[Lu-Chen], Yang, R.Y.[Ruo-Yu],
Automatic alignment for virtual fitting using 3D garment stretching and human body relocation,
VC(32), No. 6-8, June 2016, pp. 705-715.
WWW Link. 1608
BibRef

Flores, M.J., Gual-Arnau, X., Ibáñez, M.V., Simó, A.,
Intrinsic sample mean in the space of planar shapes,
PR(60), No. 1, 2016, pp. 164-176.
Elsevier DOI 1609
Intrinsic sample mean BibRef

Domingo, J., Simó, A., Ibáñez, M.V., Dura, E., Ayala, G., Alemany, S.,
Towards a mean body for apparel design,
IVC(52), No. 1, 2016, pp. 88-96.
Elsevier DOI 1609
Mean set BibRef

Chen, Y.[Yin], Cheng, Z.Q.[Zhi-Quan], Martin, R.R.[Ralph R.],
Parametric editing of clothed 3D avatars,
VC(32), No. 11, November 2016, pp. 1405-1414.
WWW Link.
Springer DOI 1611
BibRef

Yoon, S.H.[Seung-Hyun], Kim, H.W.[Ho-Won], Kim, T.[Taejoon], Lee, J.[Jieun],
Transferring Skin Weights to 3D Scanned Clothes,
ETRI(38), No. 6, December 2016, pp. 1095-1103.
DOI Link 1612
BibRef

Corona, E.[Enric], Alenyà, G.[Guillem], Gabas, A.[Antonio], Torras, C.[Carme],
Active garment recognition and target grasping point detection using deep learning,
PR(74), No. 1, 2018, pp. 629-641.
Elsevier DOI 1711
Garment classification BibRef

Halstead, M.A.[Michael A.], Denman, S.[Simon], Sridharan, S.[Sridha], Tian, Y.L.[Ying-Li], Fookes, C.[Clinton],
Multimodal clothing recognition for semantic search in unconstrained surveillance imagery,
JVCIR(58), 2019, pp. 439-452.
Elsevier DOI 1901
Soft biometrics, Dempster-Shafer theory, Surveillance, Semantic person search BibRef

Su, Z.[Zhuo], Guo, J.M.[Jia-Ming], Zhang, G.W.[Geng-Wei], Luo, X.H.[Xiang-Hui], Wang, R.M.[Ruo-Mei], Zhou, F.[Fan],
Conditional progressive network for clothing parsing,
IET-IPR(13), No. 4, March 2019, pp. 556-565.
DOI Link 1903
BibRef

Dong, Q.[Qi], Gong, S.G.[Shao-Gang], Zhu, X.T.[Xia-Tian],
Imbalanced Deep Learning by Minority Class Incremental Rectification,
PAMI(41), No. 6, June 2019, pp. 1367-1381.
IEEE DOI 1905
Training data, Data models, Machine learning, Data mining, Training, Computational modeling, Benchmark testing, person attribute recognition BibRef
Earlier:
Class Rectification Hard Mining for Imbalanced Deep Learning,
ICCV17(1869-1878)
IEEE DOI 1802
BibRef
Earlier:
Multi-task Curriculum Transfer Deep Learning of Clothing Attributes,
WACV17(520-529)
IEEE DOI 1609
clothing, data mining, face recognition, . Adaptation models, Data models, Image recognition, Machine learning, Training, Training, data BibRef

Huang, C., Chen, J., Pan, Y., Lai, H., Yin, J., Huang, Q.,
Clothing Landmark Detection Using Deep Networks With Prior of Key Point Associations,
Cyber(49), No. 10, October 2019, pp. 3744-3754.
IEEE DOI 1907
Clothing, Probabilistic logic, Machine learning, Convolution, Image recognition, Deconvolution, Robustness, Image recognition, object detection BibRef

Yan, S.[Song], Wirta, J.[Johan], Kämäräinen, J.K.[Joni-Kristian],
Anthropometric clothing measurements from 3D body scans,
MVA(31), No. 1, January 2020, pp. Article7.
WWW Link. 2001
BibRef

Ge, Y.Y.[Yu-Ying], Zhang, R.[Ruimao], Wang, X.G.[Xiao-Gang], Tang, X.[Xiaoou], Luo, P.[Ping],
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images,
CVPR19(5332-5340).
IEEE DOI 2002
BibRef

Matsumoto, T.[Takuya], Shimosato, K.[Kodai], Maeda, T.[Takahiro], Murakami, T.[Tatsuya], Murakoso, K.[Koji], Mino, K.[Kazuhiko], Ukita, N.[Norimichi],
Human Pose Annotation Using a Motion Capture System for Loose-Fitting Clothes,
IEICE(E103-D), No. 6, June 2020, pp. 1257-1264.
WWW Link. 2006
BibRef

Hayashi, R.[Ryota], Shimokura, A.[Asei], Matsumoto, T.[Takuya], Ukita, N.[Norimichi],
Joint Learning of Object Detection and Pose Estimation using Augmented Autoencoder,
MVA21(1-5)
DOI Link 2109
Rather than detect then pose, do them together. Pose estimation, Detectors, Object detection, Feature extraction BibRef

Zhao, M., Liu, Y., Li, X., Zhang, Z., Zhang, Y.,
An End-to-End Framework for Clothing Collocation Based on Semantic Feature Fusion,
MultMedMag(27), No. 4, October 2020, pp. 122-132.
IEEE DOI 2012
Collaboration, Semantics, Feature extraction, Data mining, Business, Machine learning BibRef

Zhang, H., Wang, X., Liu, L., Zhou, D., Zhang, Z.,
WarpClothingOut: A Stepwise Framework for Clothes Translation From the Human Body to Tiled Images,
MultMedMag(27), No. 4, October 2020, pp. 58-68.
IEEE DOI 2012
Clothing, Generative adversarial networks, Task analysis, Image reconstruction, Biological system modeling BibRef

Ji, W., Li, X., Wu, F., Pan, Z., Zhuang, Y.,
Human-Centric Clothing Segmentation via Deformable Semantic Locality-Preserving Network,
CirSysVideo(30), No. 12, December 2020, pp. 4837-4848.
IEEE DOI 2012
Clothing, Image segmentation, Semantics, Task analysis, Manifolds, Training, Optical imaging, Clothing segmentation, interaction BibRef

Xiang, D., Prada, F., Wu, C., Hodgins, J.,
MonoClothCap: Towards Temporally Coherent Clothing Capture from Monocular RGB Video,
3DV20(322-332)
IEEE DOI 2102
Clothing, Strain, Shape, Deformable models, Image reconstruction, Data models BibRef

Liu, L.L.[Lin-Lin], Zhang, H.J.[Hai-Jun], Zhou, D.L.[Dong-Liang],
Clothing generation by multi-modal embedding: A compatibility matrix-regularized GAN model,
IVC(107), 2021, pp. 104097.
Elsevier DOI 2103
Multi-modal embedding, Compatibility learning, Generative adversarial network, Image translation, Fashion data BibRef

Lu, Y.C.[Yu-Cheng], Cha, J.H.[Jin-Hyuck], Youm, S.K.[Se-Kyoung], Jung, S.W.[Seung-Won],
Parametric Shape Estimation of Human Body Under Wide Clothing,
MultMed(23), 2021, pp. 3657-3669.
IEEE DOI 2110
Shape, Clothing, Biological system modeling, synthetic dataset BibRef

Dwivedi, S.K.[Sai Kumar], Athanasiou, N.[Nikos], Kocabas, M.[Muhammed], Black, M.J.[Michael J.],
Learning to Regress Bodies from Images using Differentiable Semantic Rendering,
ICCV21(11230-11239)
IEEE DOI 2203
Training, Solid modeling, Shape, Semantics, Clothing, Estimation, Gestures and body pose, 3D from a single image and shape-from-x BibRef

Yang, S.[Sen], Yang, W.K.[Wan-Kou], Cui, Z.[Zhen],
Searching part-specific neural fabrics for human pose estimation,
PR(128), 2022, pp. 108652.
Elsevier DOI 2205
Human pose estimation, Neural architecture search, Cell-based neural fabrics, Micro and macro search space, Part-specific BibRef

Zhang, D.[Dong], Zuo, C.T.[Cheng-Ting], Wu, Q.H.[Qian-Hao], Fu, L.Y.[Li-Yong], Xiang, X.G.[Xin-Guang],
Unabridged adjacent modulation for clothing parsing,
PR(127), 2022, pp. 108594.
Elsevier DOI 2205
Encoder-decoder network, Clothing parsing, Attention learning, Features modulation, Self-supervised learning BibRef

Rasheed, A.H.[Abdullah Haroon], Romero, V.[Victor], Bertails-Descoubes, F.[Florence], Wuhrer, S.[Stefanie], Franco, J.S.[Jean-Sebastien], Lazarus, A.[Arnaud],
A Visual Approach to Measure Cloth-Body and Cloth-Cloth Friction,
PAMI(44), No. 10, October 2022, pp. 6683-6694.
IEEE DOI 2209
Friction, Visualization, Protocols, Estimation, Data models, Physics, Force, Friction estimation, cloth simulation, deep learning, inverse problem BibRef

Thota, K.S.P.[Kundan Sai Prabhu], Suh, S.[Sungho], Zhou, B.[Bo], Lukowicz, P.[Paul],
Estimation Of 3d Body Shape And Clothing Measurements From Frontal-And Side-View Images,
ICIP22(2631-2635)
IEEE DOI 2211
Industries, Image segmentation, Shape, Shape measurement, Clothing, Estimation, 3D Shape Estimation, Clothing Measurements, SMPL BibRef

Jinka, S.S.[Sai Sagar], Srivastava, A.[Astitva], Pokhariya, C.[Chandradeep], Sharma, A.[Avinash], Narayanan, P.J.,
SHARP: Shape-Aware Reconstruction of People in Loose Clothing,
IJCV(131), No. 1, January 2023, pp. 918-937.
Springer DOI 2303
BibRef

Li, S.H.[Shi-Hua], Chen, H.B.[Hao-Bin], Yu, S.J.[Shi-Jie], He, Z.Q.[Zhi-Qun], Zhu, F.[Feng], Zhao, R.[Rui], Chen, J.[Jie], Qiao, Y.[Yu],
COCAS+: Large-Scale Clothes-Changing Person Re-Identification With Clothes Templates,
CirSysVideo(33), No. 4, April 2023, pp. 1839-1853.
IEEE DOI 2304
Feature extraction, Biometrics (access control), Task analysis, Shape, Surveillance, Fuses, Faces, Person re-identification, benchmarks BibRef

Yu, S.J.[Shi-Jie], Li, S.H.[Shi-Hua], Chen, D., Zhao, R.[Rui], Yan, J., Qiao, Y.[Yu],
COCAS: A Large-Scale Clothes Changing Person Dataset for Re-Identification,
CVPR20(3397-3406)
IEEE DOI 2008
Face, Feature extraction, Benchmark testing, Protocols, Biological system modeling, Shape BibRef

Aggarwal, A.[Alakh], Wang, J.[Jikai], Hogue, S.[Steven], Ni, S.[Saifeng], Budagavi, M.[Madhukar], Guo, X.[Xiaohu],
Layered-garment Net: Generating Multiple Implicit Garment Layers from a Single Image,
ACCV22(I:378-395).
Springer DOI 2307
BibRef

Deng, Y.[Yong], Li, B.X.[Bao-Xing], Yang, Y.[Yehui], Zhao, X.[Xu],
Temporally consistent reconstruction of 3D clothed human surface with warp field,
IVC(137), 2023, pp. 104782.
Elsevier DOI 2309
Warp field, Normal maps, Implicit function, Temporally consistent information BibRef

Tang, G.Y.[Guang-Yu], Yu, F.[Feng], Li, H.Y.[Hui-Yin], Shi, Y.K.[Yan-Kang], Liu, L.[Li], Peng, T.[Tao], Hu, X.R.[Xin-Rong], Jiang, M.H.[Ming-Hua],
ClothSeg: semantic segmentation network with feature projection for clothing parsing,
JVCIR(97), 2023, pp. 103980.
Elsevier DOI 2312
Clothing semantic segmentation, Transformer, Feature projection fusion, Pixel distance loss BibRef

Corona, E.[Enric], Alenyà, G.[Guillem], Pons-Moll, G.[Gerard], Moreno-Noguer, F.[Francesc],
LayerNet: High-Resolution Semantic 3D Reconstruction of Clothed People,
PAMI(46), No. 2, February 2024, pp. 1257-1272.
IEEE DOI 2401
BibRef

Sanchez-Riera, J.[Jordi], Pumarola, A.[Albert], Moreno-Noguer, F.[Francesc],
PhysXNet: A Customizable Approach for Learning Cloth Dynamics on Dressed People,
3DV21(879-888)
IEEE DOI 2201
Deep learning, Solid modeling, Computational modeling, Clothing, Pipelines, Topology BibRef


Lin, S.[Siyou], Zhou, B.[Boyao], Zheng, Z.[Zerong], Zhang, H.W.[Hong-Wen], Liu, Y.B.[Ye-Bin],
Leveraging Intrinsic Properties for Non-Rigid Garment Alignment,
ICCV23(14439-14450)
IEEE DOI Code:
HTML Version. 2401
BibRef

Dai, L.[Lu], Ma, L.Q.[Li-Qian], Qian, S.[Shenhan], Liu, H.[Hao], Liu, Z.W.[Zi-Wei], Xiong, H.[Hui],
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing,
ICCV23(14961-14971)
IEEE DOI 2401
BibRef

Xu, W.Q.[Wen-Qiang], Du, W.X.[Wen-Xin], Xue, H.[Han], Li, Y.T.[Yu-Tong], Ye, R.L.[Ruo-Lin], Wang, Y.F.[Yan-Feng], Lu, C.[Cewu],
ClothPose: A Real-world Benchmark for Visual Analysis of Garment Pose via An Indirect Recording Solution,
ICCV23(58-68)
IEEE DOI 2401
BibRef

Kim, B.J.[Byung-Jun], Kwon, P.[Patrick], Lee, K.[Kwangho], Lee, M.[Myunggi], Han, S.[Sookwan], Kim, D.[Daesik], Joo, H.[Hanbyul],
Chupa: Carving 3D Clothed Humans from Skinned Shape Priors using 2D Diffusion Probabilistic Models,
ICCV23(15919-15930)
IEEE DOI 2401
BibRef

Kant, Y.[Yash], Siarohin, A.[Aliaksandr], Guler, R.A.[Riza Alp], Chai, M.L.[Meng-Lei], Ren, J.[Jian], Tulyakov, S.[Sergey], Gilitschenski, I.[Igor],
Invertible Neural Skinning,
CVPR23(8715-8725)
IEEE DOI 2309
BibRef

Xue, H.[Han], Xu, W.Q.[Wen-Qiang], Zhang, J.[Jieyi], Tang, T.[Tutian], Li, Y.T.[Yu-Tong], Du, W.X.[Wen-Xin], Ye, R.L.[Ruo-Lin], Lu, C.[Cewu],
GarmentTracking: Category-Level Garment Pose Tracking,
CVPR23(21233-21242)
IEEE DOI 2309
BibRef

Song, D.Y.[Dae-Young], Lee, H.[HeeKyung], Seo, J.[Jeongil], Cho, D.[Donghyeon],
DIFu: Depth-Guided Implicit Function for Clothed Human Reconstruction,
CVPR23(8738-8747)
IEEE DOI 2309
BibRef

Grigorev, A.[Artur], Black, M.J.[Michael J.], Hilliges, O.[Otmar],
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics,
CVPR23(16965-16974)
IEEE DOI 2309
BibRef

Hu, Z.H.[Zhan-Hao], Chu, W.[Wenda], Zhu, X.P.[Xiao-Pei], Zhang, H.[Hui], Zhang, B.[Bo], Hu, X.L.[Xiao-Lin],
Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling,
CVPR23(16975-16984)
IEEE DOI 2309
BibRef

Zou, X.X.[Xing-Xing], Han, X.T.[Xin-Tong], Wong, W.[Waikeung],
CLOTH4D: A Dataset for Clothed Human Reconstruction,
CVPR23(12847-12857)
IEEE DOI 2309
BibRef

Zhang, H.W.[Hong-Wen], Lin, S.Y.[Si-You], Shao, R.Z.[Rui-Zhi], Zhang, Y.X.[Yu-Xiang], Zheng, Z.[Zerong], Huang, H.[Han], Guo, Y.D.[Yan-Dong], Liu, Y.B.[Ye-Bin],
CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition,
CVPR23(501-511)
IEEE DOI 2309
BibRef

Tan, Q.Y.[Qing-Yang], Zhou, Y.[Yi], Wang, T.[Tuanfeng], Ceylan, D.[Duygu], Sun, X.[Xin], Manocha, D.[Dinesh],
A Repulsive Force Unit for Garment Collision Handling in Neural Networks,
ECCV22(III:451-467).
Springer DOI 2211
BibRef

Lin, S.[Siyou], Zhang, H.W.[Hong-Wen], Zheng, Z.R.[Ze-Rong], Shao, R.Z.[Rui-Zhi], Liu, Y.B.[Ye-Bin],
Learning Implicit Templates for Point-Based Clothed Human Modeling,
ECCV22(III:210-228).
Springer DOI 2211
BibRef

Qian, S.[Shenhan], Xu, J.[Jiale], Liu, Z.W.[Zi-Wei], Ma, L.Q.[Li-Qian], Gao, S.H.[Sheng-Hua],
UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation,
ECCV22(III:121-137).
Springer DOI 2211
BibRef

Moon, G.[Gyeongsik], Nam, H.[Hyeongjin], Shiratori, T.[Takaaki], Lee, K.M.[Kyoung Mu],
3D Clothed Human Reconstruction in the Wild,
ECCV22(II:184-200).
Springer DOI 2211
BibRef

Zhu, H.M.[He-Ming], Qiu, L.T.[Ling-Teng], Qiu, Y.[Yuda], Han, X.G.[Xiao-Guang],
Registering Explicit to Implicit: Towards High-Fidelity Garment Mesh Reconstruction from Single Images,
CVPR22(3835-3844)
IEEE DOI 2210
Geometry, Deep learning, Surface reconstruction, Shape, Clothing, 3D from single images BibRef

Lei, B.[Biwen], Guo, X.F.[Xie-Fan], Yang, H.Y.[Hong-Yu], Cui, M.M.[Miao-Miao], Xie, X.S.[Xuan-Song], Huang, D.[Di],
ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo,
CVPR22(2098-2107)
IEEE DOI 2210
Photography, Adaptive systems, Refining, Power line communications, Clothing, Pipelines, Graphics processing units, Low-level vision, Image and video synthesis and generation BibRef

Santesteban, I.[Igor], Otaduy, M.A.[Miguel A.], Casas, D.[Dan],
SNUG: Self-Supervised Neural Dynamic Garments,
CVPR22(8130-8140)
IEEE DOI 2210
Deformable models, Training, Solid modeling, Tracking, Clothing, Dynamics, Physics-based vision and shape-from-X, Self- semi- meta- unsupervised learning BibRef

Han, X.[Xiao], He, S.[Sen], Zhang, L.[Li], Song, Y.Z.[Yi-Zhe], Xiang, T.[Tao],
UIGR: Unified Interactive Garment Retrieval,
CVFAD22(2219-2224)
IEEE DOI 2210
Computational modeling, Clothing, Semantics, Computer architecture, Benchmark testing, Multitasking, Pattern recognition BibRef

Xiu, Y.L.[Yu-Liang], Yang, J.L.[Jin-Long], Tzionas, D.[Dimitrios], Black, M.J.[Michael J.],
ICON: Implicit Clothed humans Obtained from Normals,
CVPR22(13286-13296)
IEEE DOI 2210
Solid modeling, Surface reconstruction, Avatars, Computational modeling, Refining, Training data, Vision + graphics BibRef

Feng, R.[Ruili], Ma, C.[Cheng], Shen, C.J.[Cheng-Ji], Gao, X.[Xin], Liu, Z.J.[Zhen-Jiang], Li, X.B.[Xiao-Bo], Ou, K.[Kairi], Zhao, D.L.[De-Li], Zha, Z.J.[Zheng-Jun],
Weakly Supervised High-Fidelity Clothing Model Generation,
CVPR22(3430-3439)
IEEE DOI 2210
Heart, Economics, Biological system modeling, Computational modeling, Clothing, Training data, Image and video synthesis and generation BibRef

Xie, Y.[You], Mao, H.Q.[Hui-Qi], Yao, A.[Angela], Thuerey, N.[Nils],
TemporalUV: Capturing Loose Clothing with Temporally Coherent UV Coordinates,
CVPR22(3440-3449)
IEEE DOI 2210
Hair, Visualization, Computational modeling, Clothing, Pipelines, Stability analysis, Image and video synthesis and generation, Pose estimation and tracking BibRef

Alldieck, T.[Thiemo], Zanfir, M.[Mihai], Sminchisescu, C.[Cristian],
Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing,
CVPR22(1496-1505)
IEEE DOI 2210
Geometry, Surface reconstruction, Solid modeling, Image color analysis, Computational modeling, Clothing, Vision + graphics BibRef

Choutas, V.[Vasileios], Müller, L.[Lea], Huang, C.H.P.[Chun-Hao P.], Tang, S.[Siyu], Tzionas, D.[Dimitrios], Black, M.J.[Michael J.],
Accurate 3D Body Shape Regression using Metric and Semantic Attributes,
CVPR22(2708-2718)
IEEE DOI 2210
Solid modeling, Shape, Annotations, Shape measurement, Biological system modeling, Clothing, 3D from single images, Pose estimation and tracking BibRef

Cao, Y.[Yukang], Chen, G.Y.[Guan-Ying], Han, K.[Kai], Yang, W.Q.[Wen-Qi], Wong, K.Y.K.[Kwan-Yee K.],
JIFF: Jointly-aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction,
CVPR22(2719-2729)
IEEE DOI 2210
Solid modeling, Telepresence, Shape, Face recognition, Computational modeling, Computer architecture, Face and gestures BibRef

Chi, C.[Cheng], Song, S.[Shuran],
GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion,
ICCV21(3304-3313)
IEEE DOI 2203
Training, Point cloud compression, Shape, Clothing, Pose estimation, Windings, Detection and localization in 2D and 3D, Vision for robotics and autonomous vehicles BibRef

Ma, Q.L.[Qian-Li], Yang, J.L.[Jin-Long], Tang, S.[Siyu], Black, M.J.[Michael J.],
The Power of Points for Modeling Humans in Clothing,
ICCV21(10954-10964)
IEEE DOI 2203
Point cloud compression, Deformable models, Solid modeling, Shape, Avatars, Clothing, Gestures and body pose, BibRef

Burov, A.[Andrei], Nießner, M.[Matthias], Thies, J.[Justus],
Dynamic Surface Function Networks for Clothed Human Bodies,
ICCV21(10734-10744)
IEEE DOI 2203
Surface reconstruction, Network topology, Rendering (computer graphics), Animation, Topology, Strain, 3D from multiview and other sensors BibRef

Zhao, F.[Fang], Wang, W.H.[Wen-Hao], Liao, S.C.[Sheng-Cai], Shao, L.[Ling],
Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment Reconstruction,
ICCV21(12654-12663)
IEEE DOI 2203
Training, Surface reconstruction, Solid modeling, Shape, Clothing, Feature extraction, 3D from a single image and shape-from-x, BibRef

Zakharkin, I.[Ilya], Mazur, K.[Kirill], Grigorev, A.[Artur], Lempitsky, V.[Victor],
Point-Based Modeling of Human Clothing,
ICCV21(14698-14707)
IEEE DOI 2203
Point cloud compression, Geometry, Shape, Computational modeling, Clothing, Geometric modeling, Image and video synthesis, Neural generative models BibRef

Basset, J.[Jean], Boukhayma, A.[Adnane], Wuhrer, S.[Stefanie], Multon, F.[Franck], Boyer, E.[Edmond],
Neural Human Deformation Transfer,
3DV21(545-554)
IEEE DOI 2201
Training, Learning systems, Deformable models, Shape, Clothing, Transforms, Deformation Transfer, character animation BibRef

Anatoliotakis, N.E., Koustoumpardis, P., Moustakas, K.,
Cloth mechanical parameter estimation and simulation for optimized robotic manipulation,
CVinHRC21(2612-2620)
IEEE DOI 2112
Training, Atmospheric modeling, Estimation, Reliability engineering, Mechanical factors, Shock absorbers, Task analysis BibRef

Tiwari, L.[Lokender], Bhowmick, B.[Brojeshwar],
DeepDraper: Fast and Accurate 3D Garment Draping over a 3D Human Body,
Diff3D21(1416-1426)
IEEE DOI 2112
Deformable models, Shape, Shape measurement, Clothing BibRef

Saito, S.[Shunsuke], Yang, J.L.[Jin-Long], Ma, Q.L.[Qian-Li], Black, M.J.[Michael J.],
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks,
CVPR21(2885-2896)
IEEE DOI 2111
Deformable models, Shape, Avatars, Clothing, Supervised learning, Training data BibRef

Hong, Y.[Yang], Zhang, J.Y.[Ju-Yong], Jiang, B.[Boyi], Guo, Y.D.[Yu-Dong], Liu, L.G.[Li-Gang], Bao, H.J.[Hu-Jun],
StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision,
CVPR21(535-545)
IEEE DOI 2111
Geometry, Surface reconstruction, Shape, Robustness, Stereo vision BibRef

Corona, E.[Enric], Pumarola, A.[Albert], Alenyà, G.[Guillem], Pons-Moll, G.[Gerard], Moreno-Noguer, F.[Francesc],
SMPLicit: Topology-aware Generative Model for Clothed People,
CVPR21(11870-11880)
IEEE DOI 2111
Geometry, Training, Shape, Computational modeling, Clothing BibRef

Ma, Q.L.[Qian-Li], Saito, S.[Shunsuke], Yang, J.L.[Jin-Long], Tang, S.[Siyu], Black, M.J.[Michael J.],
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements,
CVPR21(16077-16088)
IEEE DOI 2111
Deformable models, Geometry, Surface reconstruction, Solid modeling, Shape, Clothing BibRef

Caliskan, A.[Akin], Mustafa, A.[Armin], Hilton, A.[Adrian],
Temporal Consistency Loss for High Resolution Textured and Clothed 3D Human Reconstruction from Monocular Video,
DynaVis21(1780-1790)
IEEE DOI 2109
Performance evaluation, Geometry, Solid modeling, Image resolution, Shape BibRef

Jouanneau, W.[Warren], Bugeau, A.[Aurélie], Palyart, M.[Marc], Papadakis, N.[Nicolas], Vézard, L.[Laurent],
Where are my clothes? A multi-level approach for evaluating deep instance segmentation architectures on fashion images,
CVFAD21(3946-3950)
IEEE DOI 2109
Image segmentation, Image color analysis, Computational modeling, Computer architecture, Pattern recognition BibRef

Treu, M.[Marc], Le, T.N.[Trung-Nghia], Nguyen, H.H.[Huy H.], Yamagishi, J.[Junichi], Echizen, I.[Isao],
Fashion-Guided Adversarial Attack on Person Segmentation,
WMF21(943-952)
IEEE DOI 2109
Training, Image quality, Image segmentation, Image coding, Filtering, Clothing, Robustness BibRef

Sidnev, A.[Alexey], Krapivin, A.[Alexander], Trushkov, A.[Alexey], Krasikova, E.[Ekaterina], Kazakov, M.[Maxim], Viryasov, M.[Mikhail],
DeepMark++: Real-time Clothing Detection at the Edge,
WACV21(2979-2987)
IEEE DOI 2106
Image edge detection, Computational modeling, Clothing, Semantics, Estimation BibRef

He, R.[Ruhan], Su, Y.Y.[Yu-Yi], Peng, T.[Tao], Chen, J.[Jia], Zhang, Z.L.[Zi-Li], Hu, X.R.[Xin-Rong],
A Structured Feature Learning Model for Clothing Keypoints Localization,
MMMod21(I:629-640).
Springer DOI 2106
BibRef

Yao, L.X.[Ling-Xiang], Kusakunniran, W.[Worapan], Wu, Q.[Qiang], Zhang, J.[Jian], Xu, J.S.[Jing-Song],
Part-based Collaborative Spatio-temporal Feature Learning for Cloth-changing Gait Recognition,
ICPR21(2057-2064)
IEEE DOI 2105
Databases, Clothing, Collaboration, Feature extraction, Robustness, Spatiotemporal phenomena, Data mining BibRef

Qian, X.L.[Xue-Lin], Wang, W.X.[Wen-Xuan], Zhang, L.[Li], Zhu, F.R.[Fang-Rui], Fu, Y.W.[Yan-Wei], Xiang, T.[Tao], Jiang, Y.G.[Yu-Gang], Xue, X.Y.[Xiang-Yang],
Long-term Cloth-changing Person Re-identification,
ACCV20(III:71-88).
Springer DOI 2103
BibRef

Caliskan, A.[Akin], Mustafa, A.[Armin], Imre, E.[Evren], Hilton, A.[Adrian],
Multi-view Consistency Loss for Improved Single-image 3d Reconstruction of Clothed People,
ACCV20(I:71-88).
Springer DOI 2103
BibRef

Jiang, B.Y.[Bo-Yi], Zhang, J.Y.[Ju-Yong], Hong, Y.[Yang], Luo, J.H.[Jin-Hao], Liu, L.G.[Li-Gang], Bao, H.J.[Hu-Jun],
Bcnet: Learning Body and Cloth Shape from a Single Image,
ECCV20(XX:18-35).
Springer DOI 2011
BibRef

Hickey, C., Zhang, B.,
Hierarchical Color Learning in Convolutional Neural Networks,
MVM20(1559-1562)
IEEE DOI 2008
Image color analysis, Color, Clothing, Object detection, Training, Analysis of variance, Belts BibRef

Huang, Z., Xu, Y., Lassner, C., Li, H., Tung, T.,
ARCH: Animatable Reconstruction of Clothed Humans,
CVPR20(3090-3099)
IEEE DOI 2008
Image reconstruction, Surface reconstruction, Semantics, Rendering (computer graphics), Shape BibRef

Ma, Q., Yang, J., Ranjan, A., Pujades, S., Pons-Moll, G., Tang, S., Black, M.J.,
Learning to Dress 3D People in Generative Clothing,
CVPR20(6468-6477)
IEEE DOI 2008
Clothing, Shape, Deformable models, Solid modeling, Strain, Image reconstruction BibRef

Wan, F., Wu, Y., Qian, X., Chen, Y., Fu, Y.,
When Person Re-identification Meets Changing Clothes,
Biometrics20(3620-3628)
IEEE DOI 2008
Cameras, Benchmark testing, Lighting, Buildings, Games, Data models, Biological system modeling BibRef

Patel, C., Liao, Z., Pons-Moll, G.,
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style,
CVPR20(7363-7373)
IEEE DOI 2008
Clothing, Shape, Strain, Computational modeling, Predictive models BibRef

Pumarola, A., Sanchez, J., Choi, G.P.T., Sanfeliu, A., Moreno, F.,
3DPeople: Modeling the Geometry of Dressed Humans,
ICCV19(2242-2251)
IEEE DOI 2004
clothing, computational geometry, image representation, image resolution, image segmentation, image sequences, Optical imaging BibRef

Saito, S., Simon, T., Saragih, J., Joo, H.,
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization,
CVPR20(81-90)
IEEE DOI 2008
Image resolution, Image reconstruction, Geometry, Shape, Solid modeling, Cognition BibRef

Saito, S., Huang, Z., Natsume, R., Morishima, S., Li, H., Kanazawa, A.,
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization,
ICCV19(2304-2314)
IEEE DOI 2004
clothing, computational geometry, image reconstruction, image representation, image resolution, Topology BibRef

Sidnev, A., Trushkov, A., Kazakov, M., Korolev, I., Sorokin, V.,
DeepMark: One-Shot Clothing Detection,
Fashion19(3201-3204)
IEEE DOI 2004
clothing, object detection, CenterNet, multitarget network, fast clothing detection, one-shot approach, DeepMark, landmark estimation BibRef

Alldieck, T.[Thiemo], Magnor, M.[Marcus], Bhatnagar, B.L.[Bharat Lal], Theobalt, C.[Christian], Pons-Moll, G.[Gerard],
Learning to Reconstruct People in Clothing From a Single RGB Camera,
CVPR19(1175-1186).
IEEE DOI 2002
BibRef

Natsume, R.[Ryota], Saito, S.[Shunsuke], Huang, Z.[Zeng], Chen, W.[Weikai], Ma, C.Y.[Chong-Yang], Li, H.[Hao], Morishima, S.[Shigeo],
SiCloPe: Silhouette-Based Clothed People,
CVPR19(4475-4485).
IEEE DOI 2002
BibRef

Lazova, V., Insafutdinov, E., Pons-Moll, G.,
360-Degree Textures of People in Clothing from a Single Image,
3DV19(643-653)
IEEE DOI 1911
Clothing, Image segmentation, Shape, Solid modeling, Geometry, Avatars, texture completion, human modelin, texture editing BibRef

Matsumoto, T., Shimosato, K., Maeda, T., Murakami, T., Murakoso, K., Mino, K., Ukita, N.,
Automatic Human Pose Annotation for Loose-fitting Clothes,
MVA19(1-6)
DOI Link 1806
clothing, image motion analysis, learning (artificial intelligence), pose estimation, Smart phones BibRef

Wang, J., Lu, Z., Liao, Q.,
Estimating Human Shape Under Clothing from Single Frontal View Point Cloud of a Dressed Human,
ICIP19(330-334)
IEEE DOI 1910
Human modeling, shape estimation, surface fitting, statistical shape space BibRef

Lähner, Z.[Zorah], Cremers, D.[Daniel], Tung, T.[Tony],
DeepWrinkles: Accurate and Realistic Clothing Modeling,
ECCV18(II: 698-715).
Springer DOI 1810
BibRef

Yang, J.L.[Jin-Long], Franco, J.S.[Jean-Sébastien], Hétroy-Wheeler, F.[Franck], Wuhrer, S.[Stefanie],
Analyzing Clothing Layer Deformation Statistics of 3D Human Motions,
ECCV18(VII: 245-261).
Springer DOI 1810
BibRef

Raj, A.[Amit], Sangkloy, P.[Patsorn], Chang, H.W.[Hui-Wen], Hays, J.[James], Ceylan, D.[Duygu], Lu, J.W.[Jing-Wan],
SwapNet: Image Based Garment Transfer,
ECCV18(XII: 679-695).
Springer DOI 1810
BibRef

Kumar, S., Zheng, R.,
Hierarchical Category Detector for Clothing Recognition from Visual Data,
CVFashion17(2306-2312)
IEEE DOI 1802
Clothing, Correlation, Detectors, Machine learning, Object detection, Visualization BibRef

Yang, S., Liang, J., Lin, M.C.,
Learning-Based Cloth Material Recovery from Video,
ICCV17(4393-4403)
IEEE DOI 1802
clothing, image motion analysis, image reconstruction, learning (artificial intelligence), recurrent neural nets, Visualization BibRef

Lassner, C.[Christoph], Pons-Moll, G., Gehler, P.V.[Peter V.],
A Generative Model of People in Clothing,
ICCV17(853-862)
IEEE DOI 1802
clothing, image segmentation, learning (artificial intelligence), pose estimation, realistic images, rendering (computer graphics), BibRef

Song, Y., Li, Y., Wu, B., Chen, C.Y., Zhang, X., Adam, H.,
Learning Unified Embedding for Apparel Recognition,
CVFashion17(2243-2246)
IEEE DOI 1802
Atmospheric modeling, Complexity theory, Computational modeling, Data models, Degradation, Training, Training data BibRef

Jetchev, N., Bergmann, U.,
The Conditional Analogy GAN: Swapping Fashion Articles on People Images,
CVFashion17(2287-2292)
IEEE DOI 1802
Clothing, Data models, Generators, Training, Training data BibRef

Li, H., Wang, W.,
A new numerical integration method using trapezoid formula for 3D virtual clothes animation,
ICIVC17(572-576)
IEEE DOI 1708
Animation, Mathematical model, Numerical models, Real-time systems, Solid modeling, Springs, clothes animation, massspring model, numerical integration, trapezoid, formula BibRef

Zhao, Q., Wang, J., Li, Z.,
Supervised multi-modal dictionary learning for clothing representation,
MVA17(51-54)
DOI Link 1708
Clothing, Dictionaries, Image color analysis, Laplace equations, Optimization, Semantics, Visualization BibRef

Aghaei, M., Parezzan, F., Dimiccoli, M., Radeva, P., Cristani, M.,
Clothing and People: A Social Signal Processing Perspective,
FG17(532-537)
IEEE DOI 1707
Clothing, Context, Pose estimation, Semiotics, Signal processing, Visualization BibRef

Sun, Q.[Qi], Mirhosseini, S., Gutenko, I., Park, J.H.[Ji Hwan], Papadopoulos, C., Laha, B., Kaufman, A.,
Buyers satisfaction in a virtual fitting room scenario based on realism of avatar,
3DUI15(183-184)
IEEE DOI 1511
avatars BibRef

Nugraha, A.[Ardi], Nasrudin, M.F.[Mohammad Faidzul],
Augmented Reality System for Virtual Hijab Fitting,
IVIC15(454-463).
Springer DOI 1511
BibRef

Bertiche, H.[Hugo], Madadi, M.[Meysam], Escalera, S.[Sergio],
Cloth3D: Clothed 3D Humans,
ECCV20(XX:344-359).
Springer DOI 2011
BibRef

Traumann, A.[Andres], Anbarjafari, G.[Gholamreza], Escalera, S.[Sergio],
A new retexturing method for virtual fitting room using Kinect 2 camera,
ChaLearn15(75-79)
IEEE DOI 1510
Cameras BibRef

Chen, Q.A.[Qi-Ang], Huang, J.S.[Jun-Shi], Feris, R.S.[Rogerio S.], Brown, L.M.[Lisa M.], Dong, J.[Jian], Yan, S.C.[Shui-Cheng],
Deep domain adaptation for describing people based on fine-grained clothing attributes,
CVPR15(5315-5324)
IEEE DOI 1510
BibRef

Neophytou, A.[Alexandros], Hilton, A.[Adrian],
A Layered Model of Human Body and Garment Deformation,
3DV14(171-178)
IEEE DOI 1503
BibRef
Earlier:
Shape and Pose Space Deformation for Subject Specific Animation,
3DV13(334-341)
IEEE DOI 1311
BibRef
Earlier:
A Comparative Study of Surface Representations Used in Statistical Human Models,
AMDO12(102-113).
Springer DOI 1208
Biological system modeling. computer animation BibRef

Zhang, W.P.[Wei-Peng], Shen, J.[Jie], Liu, G.C.[Guang-Can], Yu, Y.[Yong],
A Latent Clothing Attribute Approach for Human Pose Estimation,
ACCV14(I: 146-161).
Springer DOI 1504
BibRef

Freire-Obregon, D., Castrillon-Santana, M., Ramon-Balmaseda, E., Lorenzo-Navarro, J.,
Automatic clothes segmentation for soft biometrics,
ICIP14(4972-4976)
IEEE DOI 1502
Accuracy BibRef

Zhang, N.[Ning], Paluri, M.[Manohar], Ranzato, M.[Marc'Aurelio], Darrell, T.J.[Trevor J.], Bourdev, L.[Lubomir],
PANDA: Pose Aligned Networks for Deep Attribute Modeling,
CVPR14(1637-1644)
IEEE DOI 1409
Human attirbutes -- styles. BibRef

Sengupta, S., Chaudhuri, P.,
Virtual garment simulation,
NCVPRIPG13(1-4)
IEEE DOI 1408
clothing industry BibRef

Jammalamadaka, N.[Nataraj], Minocha, A.[Ayush], Singh, D.[Digvijay], Jawahar, C.V.,
Parsing Clothes in Unrestricted Images,
BMVC13(xx-yy).
DOI Link 1402
BibRef

Zhang, W.[Wei], Antunez, E.[Emilio], Gokturk, S.[Salih], Sumengen, B.[Baris],
Apparel silhouette attributes recognition,
WACV12(489-496).
IEEE DOI 1203
Silhouette analysis applied to apparel categories. BibRef

Wang, N.[Nan], Ai, H.Z.[Hai-Zhou],
Who Blocks Who: Simultaneous clothing segmentation for grouping images,
ICCV11(1535-1542).
IEEE DOI 1201
clothing with occlusions. Series of pair-wise occlusions, global is not needed. BibRef

Freifeld, O.[Oren], Black, M.J.[Michael J.],
Lie Bodies: A Manifold Representation of 3D Human Shape,
ECCV12(I: 1-14).
Springer DOI 1210
BibRef

Guan, P.[Peng], Freifeld, O.[Oren], Black, M.J.[Michael J.],
A 2D Human Body Model Dressed in Eigen Clothing,
ECCV10(I: 285-298).
Springer DOI 1009
BibRef

Zuffi, S.[Silvia], Black, M.J.[Michael J.],
The stitched puppet: A graphical model of 3D human shape and pose,
CVPR15(3537-3546)
IEEE DOI 1510
BibRef

Hasler, N.[Nils], Ackermann, H.[Hanno], Rosenhahn, B.[Bodo], Thormahlen, T.[Thorsten], Seidel, H.P.[Hans-Peter],
Multilinear pose and body shape estimation of dressed subjects from image sets,
CVPR10(1823-1830).
IEEE DOI 1006
BibRef

Kang, D.W.[Dong-Wan], Onuma, Y., Ohya, J.[Jun],
Estimating complicated and overlapped human body postures by wearing a multiple-colored suit using color information processing,
AFGR04(687-692).
IEEE DOI 0411
BibRef

Kawano, T., Yamamoto, K., Kato, K., Hongo, H.,
Integration of pose recognition for a person wearing short or long sleeves,
ICPR02(III: 1023-1026).
IEEE DOI 0211
BibRef

Zhao, L.,
Dressed Human Modeling, Detection, and Parts Localization,
CMU-RI-TR-01-19, July, 2001. BibRef 0107 Ph.D.Thesis.
PDF File.
PS File. 0205
BibRef

Certain, A., Stuetzle, W.,
Automatic body measurement for mass customization of garments,
3DIM99(405-412).
IEEE DOI 9910
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Clothing Styles, Fashion Related .


Last update:Mar 16, 2024 at 20:36:19