„… : Automatic Estimation of 3D Human Pose and Shape from a Single Image.” In: European Conference on Computer …” „… pose estimation of humans using dynamic graph-cuts.” In: European Conference on Computer Vision (ECCV …” „… Chen and Deva Ramanan. “3D Human Pose Estimation = 2D Pose Estimation + Matching.” In: Conference on …”

„… estimation network is still a plausible human pose. To demonstrate this we additionally investigated the …” „… plausible human poses. Even for noise levels as high as N (0, 20) we achieve an average symmetry error of …” „… human pose estimation neural network that infers 3D poses from 2D joint detections in single images. We …”

„… , several natural constraints are given by human poses (e. g. the 3D position of the elbow defines the …” „… is motivated by the NRSfM formulation. Sequences of human poses obey several temporal constraints …” „… . Since the velocity of human body parts is naturally restricted there is only a minor difference of poses …”

„… Human Pose Estimation from Monocular Images Institut für Informationsverarbeitung …” „… VE R Human Pose Estimation from Monocular Images Von der Fakultät für Elektrotechnik und Informatik …” „… VDI Human Pose Estimation from Monocular Images Bastian Wandt, M. Sc., Hannover Informatik …”

„… image 3D human pose estimation. In Section 2.3 the rather small amount of publications in the field of …” „… The research field of human pose estimation is constantly growing and there is a vast amount of …” „… overview can be found in [74]. Early works on human pose estimation from image sequences build volumetric …”

„… the human pose and motion estimation problem from monocular cameras by either exploiting temporal or …” „… for human poses by replacing it by a kinematic chain. The third approach learns a distribution of …” „… human poses using an adversarial neural network which is able to even reconstruct poses that are not in …”

„… from a data space to a latent space. For the application in human pose estimation it is important that …” „… based on [27]. Representations of human poses used in this thesis are explained in Section 3.2 …” „… human poses are introduced. The basics of factorization based (non-rigid) structure from motion …”

„… reprojection network for 3d human pose estimation. In Proceedings of the 2019 Conference on Computer Vision and …” „… Ioannis A Kakadiaris. 3D human pose estimation: A review of the literature and analysis of covariates …” „… . Fitzgibbon. The vitruvian manifold: Inferring dense correspondences for one-shot human pose estimation. In …”

„… volume. Depth-Sensors The field of human pose estimation has experienced significant advances with the …” „… von Marcard, Gerard Pons-Moll, and Bodo Rosenhahn. Human Pose Estimation from Video and IMUs. In …” „… human motion capture refers to the task of reconstructing the body pose, rather than hand gestures or …”

„… : Human Pose Estimation – Inertial Sensors – Video – Non-static Camera – Modelbased Optimization – Sparse …” „… novel dataset, which was made publicly available for research purposes. Keywords: Human Pose Estimation …” „… Reihe 10 Human Motion Capture with Sparse Inertial Sensors and Video Institut für …”

„… , walking in the city, having coffee or taking the bus. 3D human pose estimation from single images and …” „… , particularly in 2D human pose estimation [86, 87]. This progress has been possible thanks to the availability …” „… in clothing and no environmental occlusions. As a result, evaluations of 3D human pose estimation …”

„… computer vision has seen significant progress in the estimation of 3D human pose from images, but this …” „… . 48 3.2 Model In summary, SIP makes the challenging problem of human pose estimation from sparse IMU …” „… estimating 3D human pose from single images have been proposed [78]. However, these methods are still far …”

„… reality, the adult human spine consists of 24 articulated vertebrae. Finally, we define the pose of the …” „… Optimization The methods presented in this thesis reconstruct the body pose of a human body model from sensor …” „… gold standard. These systems infer the skeletal pose from surface-mounted markers on the human body …”

„… pictorial structures for 3d human pose estimation. In British Machine Vision Conference (BMVC), 2013. [3 …” „… Schiele, Nassir Navab, and Slobodan Ilic. 3d pictorial structures for multiple human pose estimation. In …” „… Crandall. A multi-layer composite model for human pose estimation. In British Machine Vision Conference …”

„… continuous space. Some typical examples are: human pose estimation and object tracking (searching for the …” „… ) discriminative pose estimation methods and (b) online tracking methods. The overview of related work starts with …” „… the state-of-the-art in part-based object tracking and pose estimation in section 2.1. Following that …”

„… known approaches for pose estimation and detection of highly articulated objects such as humans. They …” „… commonly used in human pose estimation methods [36] tends to rip apart into two or more completely …” „… improvements in visual online tracking. Another rapidly evolving area is part-based pose estimation using …”

„… robustly extract human pose estimates with precise positions of the limbs in real time [43]. These systems …” „… foreground mask. • Joint pose estimation, image segmentation, and visibility reasoning using a global shape …” „… uploaded per minute on the popular online video platform YouTube in 2016 [20]. Comparing to four years ago …”

„… . Some recent computer vision problems solved via DD are multi-layer human pose estimation [31, 32 …” „… , whereas the pose estimation sub-problem is solved using belief propagation. In Sect. 5.3 this type of …” „… ], joint pose estimation and image segmentation [119] and higher-order graph matching [131]. In the …”

„… problems with multiple modes such as human pose estimation [91], optical flow estimation, and protein side …” „… 〉) ← Aq(u〈m〉) ∩ (−∞, x〈m〉] 17: end if 18: goto 7 19: end if 20: end for 21: Set x = x〈M〉 4.1.2 Particle …” „… : Accept: x (i)〈m〉 s ← x̄(i)〈m〉s 18: end if 19: end for 20: x (i) s ← x(i)〈M〉s 21: end for 22: Normalize …”

„… . “Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human PoseEstimation.” In: Proceedings of the …” „… Learning for Bottom-Up HumanPose Estimation.” In: Proceedings of the IEEE/CVF Conference on Computer …” „… , 2008.[50] Rıza Alp Güler, Natalia Neverova, and Iasonas Kokkinos. “DensePose: DenseHuman Pose Estimation in …”

„… correspondences on the human model (in canonical shapeand pose) and a forward map parameterized by the human …” „… reduced supervision in the broader field of human motion analysis(2.3).2.1 inverse dynamics by physical …” „… simulationThe study of human movement has a very long tradition in human history. As a formof art it already …”

„… pose estimation [19, 50,90, 137, 162]. The regression of acting forces and moments from an observed …” „… learning of human dynamics is presented. The application ofmachine learning to inverse dynamics is …” „… motivated by the tremendous success of artificialneural networks in related problems such as 2D and 3D human …”

„… 3F U N DA M E N TA L S3.1 rigid body motionDue to the stiffness of skeletal bones, the human body …” „… (3). In order to mathematically describe the human body as a system of rigidbodies, the following …” „… representation of rigid motion for individual bodies. Inorder to model the motion of an entire human skeleton, we …”

„… Low-Latency, Near-Eye Gaze Estimation.” In: Proceed-ings of the 2019 CHI Conference on Human Factors in …” „… coarse-to-fine network for head pose estimation from synthetic data.” In:Pattern Recognition 94 (2019), pp …” „… . 196–206.[43] A. Spurr, A. Dahiya, X. Wang, X. Zhang, and O. Hilliges. “Self-Supervised 3D Hand Pose Estimation …”

„… . In other words, there exists a one-to-one or many-to-one mapping.3introductionHead pose estimation …” „… meaningfulgoal is to investigate UDA for head pose estimation to enable real-worldapplications when using …” „… tasks, [43] propose a contrastive-learningmethod for 3D hand pose estimation. However, after contrastive …”

„… Informationsverarbeitungwww.tnt.uni-hannover.deKuhnkeDomain Adaptation for Head Pose EstimationReihe 10 | Nr. 883Reihe 10Informatik/KommunikationNr. 883 …” „… Pose Estimation from Synthetic DataReihe 10Informatik/KommunikationISBN 978-3-18-388310-3E-ISBN …” „… Real-WorldHead Pose Estimation from Synthetic DataVon der Fakultät für Elektrotechnik und Informatikder Gottfried …”

„… the task of head pose estimation (HPE). In contrast to otherwork on HPE, our methods use unlabeled …” „… evaluation5.1 evaluation protocolsAs with most machine learning algorithms, head pose estimation per-formance …” „… different test sets reported in relatedwork on head pose estimation. We have divided the results coarsely …”