patents.google.com

Pishchulin et al., 2017 - Google Patents

  • ️Sun Jan 01 2017
Building statistical shape spaces for 3d human modeling

Pishchulin et al., 2017

View PDF
Document ID
3205705500210010622
Author
Wuhrer S
Helten T
Theobalt C
Schiele B
Publication year
2017
Publication venue
Pattern Recognition

External Links

Snippet

Statistical models of 3D human shape and pose learned from scan databases have developed into valuable tools to solve a variety of vision and graphics problems. Unfortunately, most publicly available models are of limited expressiveness as they were …

Continue reading at arxiv.org (PDF) (other versions)
  • 230000037237 body shape 0 abstract description 36

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00268—Feature extraction; Face representation
    • G06K9/00281—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20112—Image segmentation details
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06K9/6232—Extracting features by transforming the feature space, e.g. multidimensional scaling; Mappings, e.g. subspace methods
    • G06K9/6247—Extracting features by transforming the feature space, e.g. multidimensional scaling; Mappings, e.g. subspace methods based on an approximation criterion, e.g. principal component analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6201—Matching; Proximity measures
    • G06K9/6202—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46—Extraction of features or characteristics of the image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformation in the plane of the image, e.g. from bit-mapped to bit-mapped creating a different image
    • G06T3/0068—Geometric image transformation in the plane of the image, e.g. from bit-mapped to bit-mapped creating a different image for image registration, e.g. elastic snapping
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration, e.g. from bit-mapped to bit-mapped creating a similar image
    • G06T5/007—Dynamic range modification
    • G06T5/008—Local, e.g. shadow enhancement
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T13/00—Animation

Similar Documents

Publication Publication Date Title
Pishchulin et al. 2017 Building statistical shape spaces for 3d human modeling
Ploumpis et al. 2020 Towards a complete 3D morphable model of the human head
US11127163B2 (en) 2021-09-21 Skinned multi-infant linear body model
Guo et al. 2018 Cnn-based real-time dense face reconstruction with inverse-rendered photo-realistic face images
US10679046B1 (en) 2020-06-09 Machine learning systems and methods of estimating body shape from images
US10755464B2 (en) 2020-08-25 Co-registration—simultaneous alignment and modeling of articulated 3D shapes
US8139067B2 (en) 2012-03-20 Shape completion, animation and marker-less motion capture of people, animals or characters
Gall et al. 2010 Optimization and filtering for human motion capture: A multi-layer framework
Chen et al. 2013 Tensor-based human body modeling
CN110310285B (en) 2022-12-20 Accurate burn area calculation method based on three-dimensional human body reconstruction
US10121273B2 (en) 2018-11-06 Real-time reconstruction of the human body and automated avatar synthesis
Wuhrer et al. 2013 Estimating 3D human shapes from measurements
KR102734045B1 (en) 2024-11-25 Generative nonlinear human figure model
US20230126829A1 (en) 2023-04-27 Point-based modeling of human clothing
CN112330813A (en) 2021-02-05 A reconstruction method of 3D human model under clothing based on monocular depth camera
Kaashki et al. 2021 Deep learning-based automated extraction of anthropometric measurements from a single 3-D scan
Potamias et al. 2023 Handy: Towards a high fidelity 3d hand shape and appearance model
Wang et al. 2021 Dynamic human body reconstruction and motion tracking with low-cost depth cameras
Chen et al. 2019 Parametric 3D modeling of a symmetric human body
Ye et al. 2020 3d morphable face model for face animation
Neophytou et al. 2013 Shape and pose space deformation for subject specific animation
Hu et al. 2022 Predicting high-fidelity human body models from impaired point clouds
Li et al. 2023 Remodeling of mannequins based on automatic binding of mesh to anthropometric parameters
Fechteler et al. 2019 Markerless multiview motion capture with 3D shape model adaptation
Kanaujia et al. 2011 3D human pose and shape estimation from multi-view imagery