„… Coherence Tomography This section summarizes the contributions of the author on OCT motion compensation and …” „… along the y-axis (slow scanning axis). In our setting we are confronted with severe axial motion shift …” „… skin tissue around a percutaneous implant (see Fig. A.3). Along the fast scanning axis, motion …”

„… midpoint to reduce motion artifacts during in vivo imaging. Image segmentation allowed the automatic …” „… limited to (in-)extensible surfaces. The handling of occlusions or the expression of articulated motion is …” „… visibility prior allows the incorporation of foreground/background segmentation cues. The proposed method is …”

„… & region segmentation of objects in n-d images. In IEEE International Conference on Computer Vision (ICCV …” „… to accurate structure and motion recovery. In LNCS International Symposium on Visual Computing (ISVC …” „… , and Ian Reid. Articulated body motion capture by annealed particle filtering. In IEEE Computer Vision …”

„… foreground/background segmentation cues, leading to a discrete-continuous inference problem with complex high-order …” „… motions and reducing overall localization noise. Selecting σr and σφ has analogous effects on changes in …” „… object scaling and rotation. This way one has to incorporate prior knowledge about the object motion in …”

„… trackers, is reduced by incorporating image segmentation cues and by using a novel global consistency …” „… prior. Joint tracking and segmentation is formulated as a high-order probabilistic graphical model over …” „… Demonstrator . . . . . . . . . . . . . . . . . . . . . . 85 5.3 Joint Tracking and Segmentation …”

„… addition, segmentation can help to calculate depth and motion information, i.e. due to feedback loops from …” „… cell types on the retina are specialized e.g. to differentiate between colors or to be motion sensitive …” „… the visual cortex the tasks have an increasing complexity and include e.g. object/action segmentation …”

„… 58 4 Optical Flow Estimation As discussed in the introduction, motion is an useful source of …” „… . Motion couples two important properties, form and temporal variations. Rigid forms can only change …” „… consistently, thus motion patterns are highly correlated to the underlying structure of the moving object …”

„… Network (FFNN) for biological motion recognition, the optical flow estimation (VNMF-OFE) and the learned …” „… Estimation (VNMF-OFE) The motion analysis starts on the small scale with the estimation of the optical flow …” „… , i.e. the motion of each pixel between two consecutive images. The VNMF approach changes the OFE …”

„… the measurement of visual motion. International Journal of Computer Vision, 2(3):283–310. [4] Beintema …” „… , J. and Lappe, M. (2002). Perception of biological motion without local image motion. Proceedings of …” „… Shiffrar, M. (2007). Perception of human motion. Annu. Rev. Psychol., 58:47–73. [8] Blank, M., Gorelick, L …”

„… comparison of 3-d motion segmentation algorithms. In Proceedings of the IEEE Conference on Computer Vision …” „… measurement of visual motion. International Journal of Computer Vision, 2(3):283–310, 1989. [3] P. Arbelaez, M …” „… . Maire, C. Fowlkes, and J. Malik. Contour Detection and Hierarchical Image Segmentation. IEEE …”

„… challenging segmentation task with low contrast and large object motion. Top row: the original sequence with a …” „… chapter is twofold. The first part introduces two approaches for propagating the superpixel segmentation …” „… selfocclusion and disocclusion. 4.1 Segmentation Propagation After performing Z iterations of the hybrid …”

„… result in a high segmentation error for scenes with object or camera motion which is not indicated in the …” „… on the example of interactive video segmentation. 5.1 Evaluation of Temporally Consistent Superpixels …” „… The evaluation of the segmentation quality is a complex problem with many aspects and an additional …”

„… different techniques for image segmentation. This includes graph-based image segmentation utilizing Markov …” „… consecutive frames will be described. 2.1 Image Segmentation In this thesis, image segmentation is seen as the …” „… labels to pixels these pixels are divided into disjoint groups. To create a meaningful segmentation …”

„… segmentation is created which in general contains more segments than visible object parts. Simultaneously, it …” „… superpixels are widely spread and include e.g. video segmentation [48, 31], tracking [91], multi-view object …” „… segmentation [22], scene flow [87], 3D layout estimation of indoor scenes [94], interactive scene modeling [83 …”

„… , 1985. [3] P. Banerjee and R. Nevatia. Dynamics Based Trajectory Segmentation for UAV Videos. In …” „… 3-540-55426-2. [21] O. D. Faugeras and F. Lustman. Motion and Structure From Motion in a Piecewise Planar …” „… and M. Spann. Robust optical flow estimation based on a sparse motion trajectory set. IEEE …”

„… . Keywords: Aerial Surveillance – Motion Detection – Motion Segmentation – Non-planar Motion Compensation …” „… segmentation, non-planar motion compensation XI Kurzfassung Das Erkennen bewegter Objekte in Luftbildsequenzen …” „… of image pixels resulting from the motion of the camera need to be compensated. The most common …”

„… 1 1 Introduction The detection and segmentation of moving objects in video sequences is a common …” „… background is not static anymore but changes with the camera movement. To cope with this, a global motion …” „… of the camera motion and a model of the background structure, whose parameters have to be determined …”

„… segmentation Superpixel Current frame detection ROI-NA Mesh-based locally adaptivemotion compensation Motion …” „… . ROI detector; magenta: superpixel segmentation and selection; green: global motion estimation and new …” „… decoder to reconstruct the static parts of the scene (background) by means of global motion compensation …”

„… https://parisvideotech.com/wp-content/uploads/2017/07/ AOM-AV1-Video-Tech-meet-up.pdf. [6] J. Bang, D. Kim, and H. Eom. Motion Object and …” „… of Global Motion Parameter Accuracies on the E ciency of Video Coding. In Proceedings of the IEEE …” „… . Huang. High-E ciency Coding for Shaking Surveillance Videos based on Global Motion Compensation. In …”

„… 117 6 Summary and Conclusions Motion-compensated prediction is one key element in modern hybrid …” „… translational motion model is su cient to describe most of the motion contained in the videos, in aerial …” „… surveillance videos a high amount of non-translational motion like scaling (zoom) and rotation is present. Such …”