Deep Learning Publication Navigator - subtopic: pose


Year TitleAuthor
2017   Deep Refinement Convolutional Networks for Human Pose Estimation  I Marras, P Palasek, I Patras
2017   Predicting Head Pose in Dyadic Conversation  D Greenwood, S Laycock, I Matthews
2017   From Depth Data to Head Pose Estimation: a Siamese approach  M Venturelli, G Borghi, R Vezzani, R Cucchiara
2017   Robust Hand Pose Regression Using Convolutional Neural Networks  F Gomez
2017   Deep Globally Constrained MRFs for Human Pose Estimation  I Marras, P Palasek, I Patras
2017   Learning Feature Pyramids for Human Pose Estimation  W Yang, S Li, W Ouyang, H Li, X Wang
2017   Pose Estimation of a Cuboid in a Controlled Environment with Deep Convolutional Neural Networks for an Industrial Application  A Froessl
2017   KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors  A Kumar, A Alavi, R Chellappa
2017   Structured SVM backpropagation to Convolutional Neural Network applying to Human Pose Estimation  P Witoonchart, P Chongstitvatana
2017   Human Pose Estimation based on Human Limbs  G Liang, X Lan, J Wang, N Zheng
2017   Towards Pose Estimation of 3D Objects in Monocular Images via Keypoint Detection  D Dwibedi
2017   6-DoF Object Pose from Semantic Keypoints  G Pavlakos, X Zhou, A Chan, KG Derpanis, K Daniilidis
2017   Pose Guided Person Image Generation  L Ma, X Jia, Q Sun, B Schiele, T Tuytelaars, L Van Gool
2017   Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation  X Chen, G Wang, H Guo, C Zhang
2017   An Adversarial Hierarchical Hidden Markov Model for Human Pose Modeling and Generation  R Zhao, Q Ji
2017   Implementation of Multiple View Approach for Pose Estimation with an Eye-In-Hand Robotic System  K Li, C Zhuang, J Wu, Z Xiong
2017   Relative Camera Pose Estimation Using Convolutional Neural Networks  I Melekhov, J Kannala, E Rahtu
2017   Face-from-Depth for Head Pose Estimation on Depth Images  G Borghi, M Fabbri, R Vezzani, S Calderara 
2017   Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression  AS Jackson, A Bulat, V Argyriou, G Tzimiropoulos
2017   The Pose Knows: Video Forecasting by Generating Pose Futures  J Walker, K Marino, A Gupta, M Hebert
2017   Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation  Y Chen, C Shen, XS Wei, L Liu, J Yang
2017   Human Pose Estimation using Global and Local Normalization  K Sun, C Lan, J Xing, W Zeng, D Liu, J Wang
2017   Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos  J Song, L Wang, L Van Gool, O Hilliges
2017   Geometric loss functions for camera pose regression with deep learning  A Kendall, R Cipolla
2017   Towards Accurate Multi-person Pose Estimation in the Wild  G Papandreou, T Zhu, N Kanazawa, A Toshev
2017   Self Adversarial Training for Human Pose Estimation  CJ Chou, JT Chien, HT Chen
2017   Simple Very Deep Convolutional Network for Robust Hand Pose Regression from a Single Depth Image  Q Fan, X Shen, Y Hu, C Yu 
2017   Holistic Planimetric prediction to Local Volumetric prediction for 3D Human Pose Estimation  G Moon, JY Chang, Y Suh, KM Lee
2017   Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images  M Rad, M Oberweger, V Lepetit 
2017   Human Pose Search using Deep Networks  N Jammalamadaka, A Zisserman, CV Jawahar
2017   Unsupervised Pose Estimation Across Domains  A Karpur, Q Huang
2017   Ligand Pose Optimization with Atomic Grid-Based Convolutional Neural Networks  M Ragoza, L Turner, DR Koes 
2017   Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image  D Tome, C Russell, L Agapito
2017   Learning a deep network with spherical part model for 3D hand pose estimation  TY Chen, PW Ting, MY Wu, LC Fu
2017   Multi-modal Face Pose Estimation with Multi-task Manifold Deep Learning  C Hong, J Yu 
2017   Crossing Nets: Dual Generative Models with a Shared Latent Space for Hand Pose Estimation  C Wan, T Probst, L Van Gool, A Yao
2017   Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Estimation  MH Li, TA Mestre, SH Fox, B Taati
2017   Generating Multiple Hypotheses for Human 3D Pose Consistent with 2D Joint Detections  E Jahangiri, AL Yuille
2017   Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation  H Guo, G Wang, X Chen, C Zhang, F Qiao, H Yang
2017   Learning to Estimate 3D Hand Pose from Single RGB Images  C Zimmermann, T Brox
2017   VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera  D Mehta, S Sridhar, O Sotnychenko, H Rhodin
2017   Harvesting Multiple Views for Marker-less 3D Human Pose Annotations  G Pavlakos, X Zhou, KG Derpanis, K Daniilidis
2017   Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources  A Bulat, G Tzimiropoulos
2017   PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes  Y Xiang, T Schmidt, V Narayanan, D Fox 
2017   Human Pose Regression by Combining Indirect Part Detection and Contextual Information  DC Luvizon, H Tabia, D Picard 
2017   Hand3D: Hand Pose Estimation using 3D Neural Network  X Deng, S Yang, Y Zhang, P Tan, L Chang, H Wang
2017   Appearance based pedestrians' head pose and body orientation estimation using deep learning  M Raza, Z Chen, SU Rehman, W Peng, B Peng
2017   Pose Invariant Embedding for Deep Person Re-identification  L Zheng, Y Huang, H Lu, Y Yang
2017   Head Pose Estimation Based on Robust Convolutional Neural Network  J Bao, M Ye
2017   A neural-dynamic architecture for concurrent estimation of object pose and identity  O Lomp, C Faubel, G Schöner
2017   Generation of Human Depth Images with Body Part Labels for Complex Human Pose Recognition  K Nishi, J Miura
2017   Head pose estimation algorithm based on deep learning  Y Cao, Y Liu
2017   Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition  J Liu, A Mian
2017   PoseTrack: A Benchmark for Human Pose Estimation and Tracking  M Andriluka, U Iqbal, A Milan, E Insafutdinov 
2017   A Two-Step Methodology for Human Pose Estimation Increasing the Accuracy and Reducing the Amount of Learning Samples Dramatically  M Van Droogenbroeck 
2016   Three-dimensional image-based human pose recovery with hypergraph regularized autoencoders  C Hong, J Yu, Y Jane, Z Yu, X Chen
2016   ORGM: Occlusion Relational Graphical Model for Human Pose Estimation  L Fu, J Zhang, K Huang
2016   3D Human Pose Estimation via Deep Learning from 2D Annotations  E Brau, H Jiang
2016   Recent Advances on Application of Deep Learning for Recovering Object Pose  W Li, Y Luo, P Wang, Z Qin, H Zhou, H Qiao
2016   Recovering 6D Object Pose and Predicting Next-Best-View in the Crowd  A Doumanoglou, R Kouskouridas, S Malassiotis
2016   Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition  S Gattupalli, A Ghaderi, V Athitsos
2016   Human pose estimation via convolutional part heatmap regression  A Bulat, G Tzimiropoulos
2016   3D Human Pose Estimation: A Review of the Literature and Analysis of Covariates  N Sarafianos, B Boteanu, B Ionescu, IA Kakadiaris
2016   Visual Compiler: Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator  N Lee, X Weng, VN Boddeti, Y Zhang, F Beainy
2016   Spatiotemporal Graphs for Object Segmentation and Human Pose Estimation in Videos  D Zhang
2016   The Essence of Pose  J Thatte, V Sitzmann, T Ruban
2016   Viewpoint Invariant 3D Human Pose Estimation with Recurrent Error Feedback  A Haque, B Peng, Z Luo, A Alahi, S Yeung, L Fei
2016   Local shape feature fusion for improved matching, pose estimation and 3D object recognition  AG Buch, HG Petersen, N Krüger
2016   Recent Developments on 2D Pose Estimation From Monocular Images  A Bąk, M Kulbacki, J Segen, D Świątkowski
2016   Deep Kinematic Pose Regression  X Zhou, X Sun, W Zhang, S Liang, Y Wei
2016   Deep Learning Based Robust Human Body Segmentation for Pose Estimation from RGB-D Sensors  D Frank
2016   Pose from Action: Unsupervised Learning of Pose Features based on Motion  S Purushwalkam, A Gupta
2016   Fast Single Shot Detection and Pose Estimation  P Poirson, P Ammirato, CY Fu, W Liu, J Kosecka
2016   End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation  W Yang, W Ouyang, H Li, X Wang
2016   SASE: RGB-Depth Database for Human Head Pose Estimation  I Lüsi, S Escarela, G Anbarjafari
2016   Convolutional Pose Machines: A Deep Architecture for Estimating Articulated Poses  SE Wei
2016   Synthesizing Training Images for Boosting Human 3D Pose Estimation  W Chen, H Wang, Y Li, H Su, D Lischinsk, D Cohen
2016   Evaluation of Deep Learning based Pose Estimation for Sign Language  S Gattupalli, A Ghaderi, V Athitsos
2016   Human Pose Estimation using Deep Consensus Voting  I Lifshitz, E Fetaya, S Ullman
2016   Latent-Class Hough Forests for 6 DoF Object Pose Estimation  R Kouskouridas, A Tejani, A Doumanoglou, D Tang
2016   Local feature hierarchy for face recognition across pose and illumination  X Jiang, D Zhang, X Feng
2016   MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild  G Rogez, C Schmid
2016   3D Human Pose Estimation from a Single Image via Distance Matrix Regression  F Moreno
2016   Multi-Person Pose Estimation with Local Joint-to-Person Associations  U Iqbal, J Gall
2016   DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model  E Insafutdinov, L Pishchulin, B Andres, M Andriluka
2016   Recurrent Human Pose Estimation  V Belagiannis, A Zisserman
2016   Convolutional Pose Machines  SE Wei, V Ramakrishna, T Kanade, Y Sheikh
2016   HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition  R Ranjan, VM Patel, R Chellappa
2016   Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation  W Kehl, F Milletari, F Tombari, S Ilic, N Navab
2016   Stacked Hourglass Networks for Human Pose Estimation  A Newell, K Yang, J Deng
2016   CRF-CNN: Modeling Structured Information in Human Pose Estimation  X Chu, W Ouyang, H Li, X Wang
2016   Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects  Y Zhang, C Xu, L Cheng
2016   Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation  A Doumanoglou, V Balntas, R Kouskouridas, TK Kim
2016   A Framework for Human Pose Estimation in Videos  D Zhang, M Shah
2016   Structured Prediction of 3D Human Pose with Deep Neural Networks  B Tekin, I Katircioglu, M Salzmann, V Lepetit, P Fua
2016   A Reduced Feature Set for Driver Head Pose Estimation  K Diaz
2016   Deep Learning a Grasp Function for Grasping under Gripper Pose Uncertainty  E Johns, S Leutenegger, AJ Davison
2016   Human Pose Estimation in Space and Time using 3D CNN  A Grinciunaite, A Gudi, E Tasli, M Uyl
2016   Convolutional Neural Networks for Pose Recognition in Binary Omni-directional Images  SV Georgakopoulos, K Kottari, K Delibasis
2016   Pose for Action-Action for Pose  U Iqbal, M Garbade, J Gall
2016   Structured Feature Learning for Pose Estimation  X Chu, W Ouyang, H Li, X Wang
2016   Pose Estimation of Anime/Manga Characters: A Case for Synthetic Data  P Khungurn, D Chou
2016   Human Pose Estimation from Monocular Images: A Comprehensive Survey  W Gong, X Zhang, J Gonzàlez, A Sobral, T Bouwmans
2016   Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose  G Pavlakos, X Zhou, KG Derpanis, K Daniilidis
2016   Pose Invariant Face Recognition using Gabor Jets Combined with a t-norm based Classifier  A Bhat
2016   Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning  K Wang, S Zhai, H Cheng, X Liang, L Lin
2016   Multi-view Self-supervised Deep Learning for 6D Pose Estimation in the Amazon Picking Challenge  A Zeng, KT Yu, S Song, D Suo, E Walker Jr
2016   Survey of Human Pose Estimation Deep Learning Based Methods  EH Ahmed
2015   Hands Deep in Deep Learning for Hand Pose Estimation  M Oberweger, P Wohlhart, V Lepetit
2015   Inferring 3D Object Pose in RGB-D Images  S Gupta, P Arbeláez, R Girshick, J Malik
2015   Multiclass classification based on a deep convolutional network for head pose estimation  CAI Ying, M YANG, LI Jun
2015   Cascaded Hand Pose Regression  X Sun, Y Wei, S Liang, X Tang, J Sun
2015   Accurate 3D Human Pose Recognition via Fusion of Depth and Motion Sensors  SB Nam, SU Park, JH Park, MDZ Uddin, TS Kim
2015   Attributed Grammars for Joint Estimation of Human Attributes, Part and Pose  S Park, SC Zhu
2015   Learning Descriptors for Object Recognition and 3D Pose Estimation  P Wohlhart, V Lepetit
2015   A Framework for Articulated Hand Pose Estimation and Evaluation  G Riegler, D Ferstl, M Rüther, H Bischof
2015   Flowing ConvNets for Human Pose Estimation in Videos  T Pfister, J Charles, A Zisserman
2015   Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation  S Li, W Zhang, AB Chan
2015   Efficient Monocular Pose Estimation for Complex 3D Models  A Rubio, M Villamizar, L Ferraz, A Penate
2015   Multimodal Deep Autoencoder for Human Pose Recovery.  D Tao, C Hong, J Yu, J Wan, M Wang
2015   Instantaneous Real-Time Head Pose At A Distance  SS Mukherjee, RH Baxter, NM Robertson
2015   A Survey of Human Pose Estimation: The body parts parsing based methods  Z Liu, J Zhu, J Bu, C Chen
2015   Pose Embeddings: A Deep Architecture for Learning to Match Human Poses  G Mori, C Pantofaru, N Kothari, T Leung, G Toderici
2015   Face Alignment Assisted by Head Pose Estimation  H Yang, W Mou, Y Zhang, I Patras, H Gunes
2015   Human arm pose modeling with learned features using joint convolutional neural network  C Li, NHC Yung, EY Lam
2015   A Facial Pose Estimation Algorithm Using Deep Learning  L Wu, K Wang, Y Ma, W Qi
2015   Improved Deep Learning of Object Category using Pose Information  J Zhao, L Itti
2015   Hypergraph Regularized Autoencoder for Image-Based 3D Human Pose Recovery  C Hong, X Chen, X Wang, C Tang
2015   Hypergraph Regularized Autoencoder for 3D Human Pose Recovery  C Hong, J Yu, Y Jane, X Chen
2015   An Effective Solution to Double Counting Problem in Human Pose Estimation  W Gong, Y Huang, J Gonzalez
2015   3D Pictorial Structures Revisited: Multiple Human Pose Estimation  V Belagiannis, S Amin, M Andriluka, B Schiele
2015   Pose and category recognition of highly deformable objects using deep learning  I Mariolis, G Peleka, A Kargakos, S Malassiotis
2015   Pose estimation-dependent identification method for field moth images using deep learning architecture  C Wen, D Wu, H Hu, W Pan
2015   Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT Images  P Sun, JK Min, G Xiong
2015   Pose Estimation-dependent Identification Method for Field  C Wen, D Wu, H Hu, W Pan
2015   Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties  G Poier, K Roditakis, S Schulter, D Michel, H Bischof
2015   Depth-based hand pose estimation: methods, data, and challenges  JS Supancic III, G Rogez, Y Yang, J Shotton
2015   Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation  X Fan, K Zheng, Y Lin, S Wang
2015   Fine-grained pose prediction, normalization, and recognition  N Zhang, E Shelhamer, Y Gao, T Darrell
2015   Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos  T Pfister, K Simonyan, J Charles, A Zisserman
2015   Articulated Pose Estimation Using Hierarchical Exemplar-Based Models  J Liu, Y Li, P Allen, P Belhumeur
2015   Thin-Slicing for Pose: Learning to Understand Pose without Explicit Pose Estimation  S Kwak, M Cho, I Laptev
2015   A Collaborative Filtering Approach to Real-Time Hand Pose Estimation  C Choi, A Sinha, JH Choi, S Jang, K Ramani
2015   Poselet-Based Contextual Rescoring for Human Pose Estimation via Pictorial Structures  A Hernández
2015   Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video  X Zhou, M Zhu, S Leonardos, K Derpanis, K Daniilidis
2014   Hough Networks for Head Pose Estimation and Facial Feature Localization  G Riegler, D Ferstl, M Rüther, H Bischof
2014   MoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation  A Jain, J Tompson, Y LeCun, C Bregler
2014   Facial Landmark Localization using Hierarchical Pose Regression  Z Zhang, W Zhang, J Liu, X Tang
2014   3D Human Pose Estimation from Monocular Images with Deep Convolutional Neural Network  S Li, AB Chan
2014   Real-time continuous pose recovery of human hands using convolutional networks  J Tompson, M Stein, Y Lecun, K Perlin