Auflistung nach Autor "Gall, Jürgen"
Anzeige der Dokumente 1-17 von 17
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Approaching Partial Differential Equations with Physics-Driven Deep Learning
Wandel, Nils (2023-12-14)Partial Differential Equations (PDEs) play an important role in describing continuous physical systems such as fluids, air-flows, waves and many more. Thus, by solving these equations, one can simulate smoke and water ... -
Articulated Human Pose Estimation in Unconstrained Images and Videos
Iqbal, Umar (2018-12-12)The understanding of the articulated human body pose is of great interest in many scenarios. While humans have an unmatched ability to effortlessly extract and interpret such information in any unconstrained environment, ... -
Capturing Hand-Object Interaction and Reconstruction of Manipulated Objects
Tzionas, Dimitrios (2017-04-26)Hand motion capture with an RGB-D sensor gained recently a lot of research attention, however, even most recent approaches focus on the case of a single isolated hand. We focus instead on hands that interact with other ... -
Characterizing Objects in Images using Human Context
Srikantha, Abhilash (2017-09-01)Humans have an unmatched capability of interpreting detailed information about existent objects by just looking at an image. Particularly, they can effortlessly perform the following tasks: 1) Localizing various objects ... -
Constraint-based automated reconstruction of grape bunches from 3D range data for high-throughput phenotyping
Mack, Jennifer (2019-10-25)With increasing global population, the resources for agriculture required to feed the growing number of people are becoming scarce. Estimates expect that by 2050, 60 % more food will be necessary. Nowadays, 70 % of fresh ... -
Domain Adaptation for Image Recognition and Viewpoint Estimation
Panareda Busto, Pau (2020-09-08)Image-based recognition tasks require in their training phase large amounts of data to capture as much visual traits as possible. In many situations, however, the collection of image data implies a tedious effort or, even ... -
Efficient Visual Perception for Soccer Robots, Motion Segmentation, and Video Prediction
Farazi, Hafez (2024-08-23)A robot’s ability to perceive the state of its environment is crucial for successful autonomous behavior and complex interactions, such as those in robot-robot and human-robot scenarios. For robot perception systems to ... -
Foresighted People Finding and Following
Bayoumi, AbdElMoniem (2018-07-05)Mobile service robots are needed in several applications (e.g., transportation systems, autonomous shopping carts, household activities ... etc). In such scenarios the robot aids the user with tasks that require the robot ... -
Human Motion Analysis for Efficient Action Recognition
Eweiwi, Abdalrahman (2015-09-25)Automatic understanding of human actions is at the core of several application domains, such as content-based indexing, human-computer interaction, surveillance, and sports video analysis. The recent advances in digital ... -
Maximizing Information from User-Clicks for Efficient Instance Segmentation in Images
Majumder, Soumajit (2022-08-29)Interactive instance segmentation allows users to select and obtain accurate pixel-level masks for objects of interest by providing inputs such as clicks, scribbles, or bounding boxes. It has always been a problem of ... -
Methods for Learning Structured Prediction in Semantic Segmentation of Natural Images
Müller, Andreas Christian (2014-09-15)Automatic segmentation and recognition of semantic classes in natural images is an important open problem in computer vision. In this work, we investigate three different approaches to recognition: without supervision, ... -
Modelling Complex Activities from Visual and Textual Data
Sener Merzbach, Fadime (2021-07-23)Complex activity videos are long-range videos composed of multiple sub-activities following some temporal structuring and connected purpose. Recognizing human activities in such videos is a long-standing goal with a broad ... -
Robot navigation in cluttered environments
Regier, Peter (2022-01-11)Service robots are designed for non-industrial use to help people at home and in public spaces. Today, service robots perform a variety of tasks that range from distributing medical supply to clean the floor. The wide range ... -
Robust and Interpretable Visual Perception Using Deep Neural Networks
Wagner, Jörg (2023-01-11)Autonomous vehicles promise to revolutionize the transportation of people and goods by increasing road safety, reducing resource consumption, and improving quality of life. To achieve an unrestricted and large-scale ... -
Semantic Segmentation and Completion of 2D and 3D Scenes
Garbade, Martin (2019-11-28)Semantic segmentation is one of the fundamental problems in computer vision. This thesis addresses various tasks, all related to the fine-grained, i.e. pixel-wise or voxel-wise, semantic understanding of a scene. In the ... -
Temporal Segmentation of Human Actions in Videos
Richard, Alexander (2019-10-29)Understanding human actions in videos is of great interest in various scenarios ranging from surveillance over quality control in production processes to content-based video search. Algorithms for automatic temporal action ... -
Vision-based 3D Pose Retrieval and Reconstruction
Yasin, Hashim (2016-04-14)The people analysis and the understandings of their motions are the key components in many applications like sports sciences, biomechanics, medical rehabilitation, animated movie productions and the game industry. In this ...