main 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 [...] networking 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 [...] Assistant (m/f/d) for 6G-RIC project Lise Meitner Award Postdoctoral Fellowship Joint Research Fellowships with the Simons Institute Hiring: CS/EE postdoc (m/f/d) & PhD positions (m/f/d) on optical networking
Photography Calibrated Display Management Recognizing Human Activity Correspondences and Symmetry in 3D Scenes Flow Analysis Optimizing User Interfaces for Human Performance
Ikhsanul Habibie , PhD in VCAI department (graduated 2023 - thesis: Learning-based 3D human motion capture and animation). Jiayi Wang , PhD in VCAI department (graduated 2023 - thesis: 3D Hand Reconstruction [...] Modeling of Speech and Gesture in Multi-Person dialogue (2023). Kartik Teotia : HQ3D Avatar: High Quality Controllable 3D Head Avatar (2023). Akshay Mundra: LiveHand: Real-time and Photorealistic Neural [...] Simulator for Non-Rigid 3D Tracking (2021) Vikramjit Sidhu, Neural Dense Non-Rigid Structure from Motion with Latent Space Constraints (2020). Tarun Yenamandra, i3DMM: Deep Implicit Morphable 3D Head Model (2020)
how 3D human shape models from computer graphics can be leveraged to obtain synthetic training data suitable for training models in computer vision. We rely on the recent statistical model of 3D human [...] Challenging Real-World Scenes 3D Scene Analysis 3D Object Detection Markerless Reconstruction of Dynamic Scenes Advanced Video Processing Recognition of Kitchen Activities in Videos 3D Scene Understanding from [...] images. Our method is able to generate synthetic images of people either by directly sampling from 3D shape model or by automatically reshaping real images of people. We validate the effectiveness of our
in recovering 3D body poses from monocular data. Several key components contribute to the success of the approach. The first is a novel and generic procedure for people detection and 2D pose estimation [...] enables people tracking and monocular 3D pose estimation [2,3]. In contrast to prior work we accumulate evidence in multiple stages thereby reducing the ambiguity of 3D pose estimation effectively in every [...] adjacent frames of the sequence. In contrast to these approaches, our 3D pose likelihood is formulated in terms of estimates of the 2D body configurations and viewpoints obtained with a strong discriminative
datasets. Multi-view Pictorial Structures for 3D Human Pose Estimation We propose a multi-view pictorial structures model that builds on recent advances in 2D pose estimation and incorporates evidence across [...] to allow for robust 3D pose estimation. We evaluate our multi-view pictorial structures approach on the HumanEva-I and MPII Cooking datasets. In comparison to related work for 3D pose estimation our approach [...] articulated human detection and articulated pose estimation. Leveraging 3D Body Model for Training Data Generation This work leverages 3D human shape model from compute graphics to ease training data generation
Articulated People Detection and Pose Estimation Leveraging 3D Body Model for Training Data Generation Multi-view Pictorial Structures for 3D Human Pose Estimation Learning People Detectors for Tracking [...] Detection Pictorial Structures Revisited: People Dectection and Articulated Pose Estimation Monocular 3D Pose Estimation and Tracking by Detection People-Tracking-by-Detection and People-Detection-by-Tracking
Articulated People Detection and Pose Estimation Leveraging 3D Body Model for Training Data Generation Multi-view Pictorial Structures for 3D Human Pose Estimation Learning People Detectors for Tracking [...] upper body attributes, as described in the paper, we finetune on the PETA database of pedestrians [3] with five long term attributes: Age1: personalLess30 Age2: personalLess45 Gender: personalMale Short [...] R. Fergus and L. Bourdev, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. [3] Pedestrian Attribute Recognition at Far Distance , Y. Deng, P. Luo, C. C. Loy, X. Tang, In Proceedings
in high-fidelity material appearance reproduction for multi-material inkjet 3D printing. Despite recent advances in fullcolor 3D printing, accurate reproduction remains difficult due to the translucency [...] Denis Sumin joined MPI-INF and Saarland University in 2016 as a PhD candidate for computer science, his advisor was Karol Myszkowski . He received his doctorate from Saarland University. The abstract of [...] research in spatially and angularly varying appearance reproduction, contributing to the advancement of 3D printing and computational fabrication. Editor: Bertram Somieski Tel.: +49.681.9302-5710 Email: so
