„… suit with optical markers attached to it. These products achieve highly accurate 3D estimations of the …” „… human pose estimation (for a single pose) refers to 3D reconstructions from data recorded by a camera …” „… reason why this thesis develops and improves state-of-the-art machine learning methods to solve the 3D …”

„… Section 3.5. 3.1 camera models Figure 3.1: The pinhole camera model. The light emitted by a 3D object …” „… is visualized in Figure 3.1. A 3D object can be seen through a small pinhole in an otherwise opaque …” „… plane. If an image plane is placed behind the pinhole the 3D object gets projected to this plane. The …”

„… , Bodo Rosenhahn, and Marcus Magnor. “Optical Flow-based 3D Human Motion Estimation from Monocular Video …” „… , and Bernt Schiele. “Monocular 3d pose estimation and tracking by detection.” In: Conference on …” „… : Automatic Estimation of 3D Human Pose and Shape from a Single Image.” In: European Conference on Computer …”

„… structure of an object is a well studied problem in computer vision. In 1992 Tomasi and Kanade [84] proposed …” „… the first factorization approach to solve this problem for rigid objects which is well-known as the …” „… considered as an non-rigidly deforming object it is an obvious choice to solve the MoCap problem by NRSfM …”

„… / off-state of the specific pixel depending on the particular overlap with one of the objects . To leave a …” „… are detected and tracked by the front camera. In the following calculation, objects being glared by …” „… glaring effect for a given object and which have to be turned off. Based on these main parts we give a …”

„… , namely the object detection and tracking. In ready state, the objects around the vehicle are tracked …” „… and dynamic objects are detected. - Operator assignment: the operator is assigned as a unique object …” „… . - Operator tracking: all detected objects must be tracked over time, all around the vehicle. The operator is …”

„… information should not be limited to static map data, it should also take the objects around the car into …” „… module needs to decide which objects need to be highlighted. To do so, the trajectory of the ego vehicle …” „… application is depicted. Objects such as cars, pedestrians, bikes, and lanes are detected based on a front …”

„… State-of-the-art object detection, implemented mostly via Deep Learning, is a central component of the environment …” „… Validation and Interpretation of Neural Networks: DNN-Based Object Detection as an Example Dr …” „… image data for 2D object detection. Furthermore, camera sensors are cost-effective and can provide depth …”

„… estimation or speed profile prediction. These models are then used within a simulation framework to forecast …” „… infrastructure on long-distance. Traditional range estimation methods are often unable to make accurate …” „… representations of physical objects that can simulate real-world behavior and performance. By using such models …”

„… sensor system range and coverage. Example: For actor classes, as one of the target objects we consider a …” „… .  Interaction with Ego.  Environmental conditions.  Risk estimation, if to be executed in real world or at a …” „… objects  Road user (mis-)behavior To enable the driver or co-driver to mark/tag these events, an Android …”

„… step, a state-of-the-art panoptic segmentation model is used for object detection. The input images for …” „… objects by utilizing laser scattering, which recognizes the water content differences in objects. The data …” „… residuals, and then segmenting individual objects. Based on the object detection result and the height …”

„… ; Failure Mode Behavior(s), that refer to hardware or software errors causing system failures; and Object …” „… robot when detecting objects and events. The OEDR component closes the loop between the realization and …” „… scenarios to code VDI-Berichte Nr. 2427, 2023222a stop (safe state). A diagnostics module is also included …”

„… part of the BMWK-funded project NaLamKI, we employ a state-of-the-art deep learning approach based on a …” „… transformer network for stereo depth estimation with task-specific optimization regarding the network size and …” „… agriculture while preserving finer details. Introduction and Related Work Stereo depth estimation is a …”

„… estimation of the kernel weight during harvest is possible by analyzing image data of the harvested and …” „… Technology description In modern state-of the art combines, sensor systems are integrated to sense and …” „… example, by counting the objects within the defined window surveilled by the camera. To get a first …”

„… digital agriculture arises directly from the limitations of the state-of-the-art: Extensive process …” „… the environment and the objects. The spectrum of AI applications ranges from intelligent individual …” „… . The satellites complement each other, capturing different processes and states on the Earth's surface …”