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Detection and Pose Estimation in Challenging Real-World Scenes People Detection and Pose Estimation in Challenging Real-World Scenes Mykhaylo Andriluka & Leonid Pishchulin & Siyu Tang People Detection and Pose [...] of real and synthetically generated images Joint detection and tracking of people in crowded scenes We apply the idea of synthetic training data generation to the problem of people detection and tracking [...] occlusion and mutual arrangements of people. We show that our joint detector signifi cantly increases detection performance in crowded scenes and leads to an improvement in people tracking. Figure 3 and 4: Example

Departments Computer Vision and Machine Learning Research People Detection, Pose Estimation and Tracking People Detection and Tracking People Detection and Tracking Finding and following people is a key [...] problems in computer vision and remains a scientific challenge for realistic and challenging scenes. We developed a new approach for detecting people and estimating their poses in complex street scenes with multiple [...] a novel and generic procedure for people detection and 2D pose estimation [1] that is based on the pictorial structures model and also enables to estimate viewpoints of people from monocular and single

Research Departments Computer Vision and Machine Learning Research People Detection, Pose Estimation and Tracking People Detection, Pose Estimation and Tracking How Far are We from Solving Pedestrian Detection [...] convnets, and discuss which factors affect their performance. Other than our in-depth analysis, we report top performance on the Caltech dataset, and provide a new sanitized set of training and test annotations [...] people in personal photo albums in the presence of occluded faces and appearance changes. The method is simple and is built on open source and open data, yet it improves the state of the art results on a large

Computer Vision and Machine Learning Research People Detection, Pose Estimation and Tracking People-Tracking-by-Detection and People-Detection-by-Tracking People-Tracking-by-Detection and People-Detecti [...] Abstract: Both detection and tracking people are challenging problems, especially in complex real world scenes that commonly involve multiple people, complicated occlusions, and cluttered or even moving [...] show detection and tracking of people on the "TUD Campus" sequence (left) and "TUD Crossing" sequence (right). Tracks of each person are visualized using unique combination of color and line type. The

color bleeding and blurring. Using Monte Carlo light transport simulation and a calibration procedure to obtain material scattering parameters, we achieve superior detail preservation and color fidelity [...] dataset, and conduct perceptual experiments to assess artifacts in light-field processing. Our findings highlight the need for specialized metrics to better predict perceived quality in complex fabrication [...] developed dataset will aid future research in spatially and angularly varying appearance reproduction, contributing to the advancement of 3D printing and computational fabrication. Editor: Bertram Somieski

navigation Institute D1 Algorithms & Complexity D2 Computer Vision and Machine Learning D3 Internet Architecture D4 Computer Graphics D5 Databases and Information Systems D6 Visual Computing and Artificial Intelligence [...] Departments D1 Algorithms & Complexity D2 Computer Vision and Machine Learning D3 Internet Architecture D4 Computer Graphics D5 Databases and Information Systems D6 Visual Computing and Artificial Intelligence [...] RG2 Network and Cloud Systems RG3 Multimodal Language Processing Publications Algorithms & Complexity Computer Vision and Machine Learning Internet Architecture Computer Graphics Databases and Information

detailed movement patterns and the interaction between body, clothing, and lighting conditions. Based on this data, a model is generated that learns how a specific person moves and how their clothing responds [...] captures both body shape and fine details of clothing and surface textures. During this process, the pre-trained model is refined to align exactly with the egocentric camera perspective and produce lifelike movements [...] its paper, “EgoAvatar: Egocentric View-Driven and Photorealistic Full-body Avatars,” at the 2024 ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH ASIA)

navigation Institute D1 Algorithms & Complexity D2 Computer Vision and Machine Learning D3 Internet Architecture D4 Computer Graphics D5 Databases and Information Systems D6 Visual Computing and Artificial Intelligence [...] Intelligence BIO Research Group Computational Biology RG1 Automation of Logic RG2 Network and Cloud Systems RG3 Multimodal Language Processing Alumni Deutsch Departments Alumni Ganzinger Workshop on Programming

Research Departments Algorithms and Complexity Offers Postdoc Application Postdoc and Group Leader positions We are looking for applicants from all areas of algorithms and complexity as well as related areas [...] (such as algorithm engineering, high-performance computing, theory of computation, and quantum computing). Researchers of several nationalities work in the Algorithms and Complexity Department, and our working [...] collaborations with algorithms and complexity researchers in other institutes on the campus, including the Department of Computer Science, CISPA Helmholtz Center for Information Security, and Max Planck Institute

as finding patterns, routing, and survivable network design, and novel algorithmic results and new levels of algorithmic understanding can be achieved even for classic and well-studied problems. The candidates [...] Research Departments Algorithms and Complexity Offers Postdoc Position: ERC SYSTEMATICGRAPH project Postdoc positions are available at the Algorithms & Complexity group of the Max Planck Institute for [...] advantage. A successful candidate should have excellent knowledge of algorithms and/or complexity. Strong background parameterized complexity, fixed-parameter tractability, graph theory, combinatorics, or