Supply Chain Management - eine Schlüsselkompetenz im Wettbewerb. - Matthias Grundmann (HMD Prax. Wirtsch., 2001)

3D Shape Context and Distance Transform for action recognition. - Matthias Grundmann; Franziska Meier; Irfan A. Essa (ICPR, 2008)

Real-Time Object Detection and Tracking for Industrial Applications. - Selim Benhimane; Hesam Najafi; Matthias Grundmann; Yakup Genc; Nassir Navab; Ezio Malis (VISAPP (2), 2008)

Discontinuous seam-carving for video retargeting. - Matthias Grundmann; Vivek Kwatra; Mei Han; Irfan A. Essa (CVPR, 2010)

Efficient hierarchical graph-based video segmentation. - Matthias Grundmann; Vivek Kwatra; Mei Han; Irfan A. Essa (CVPR, 2010)

Player localization using multiple static cameras for sports visualization. - Raffay Hamid; Ramkrishan K. Kumar; Matthias Grundmann; Kihwan Kim; Irfan A. Essa; Jessica K. Hodgins (CVPR, 2010)

Motion fields to predict play evolution in dynamic sport scenes. - Kihwan Kim; Matthias Grundmann; Ariel Shamir; Iain A. Matthews; Jessica K. Hodgins; Irfan A. Essa (CVPR, 2010)

Auto-directed video stabilization with robust L1 optimal camera paths. - Matthias Grundmann; Vivek Kwatra; Irfan A. Essa (CVPR, 2011)

Weakly Supervised Learning of Object Segmentations from Web-Scale Video. - Glenn Hartmann; Matthias Grundmann; Judy Hoffman; David Tsai 002; Vivek Kwatra; Omid Madani; Sudheendra Vijayanarasimhan; Irfan A. Essa; James M. Rehg; Rahul Sukthankar (ECCV Workshops (1), 2012)

Calibration-free rolling shutter removal. - Matthias Grundmann; Vivek Kwatra; Daniel Castro; Irfan A. Essa (ICCP, 2012)

Geometric Context from Videos. - S. Hussain Raza 001; Matthias Grundmann; Irfan A. Essa (CVPR, 2013)

Post-processing approach for radiometric self-calibration of video. - Matthias Grundmann; Chris McClanahan; Sing Bing Kang; Irfan A. Essa (ICCP, 2013)

Computational video: post-processing methods for stabilization, retargeting and segmentation. - Matthias Grundmann (2013)

Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context. - S. Hussain Raza 001; Ahmad Humayun; Irfan A. Essa; Matthias Grundmann; David Anderson (WACV, 2015)

Bitcoin Peer-To-Peer Network Monitoring. - Till Neudecker; Matthias Grundmann; Hannes Hartenstein (Zenodo, 2015)

Exploiting Transaction Accumulation and Double Spends for Topology Inference in Bitcoin. - Matthias Grundmann; Till Neudecker; Hannes Hartenstein (Financial Cryptography Workshops, 2018)

TEE-Based Distributed Watchtowers for Fraud Protection in the Lightning Network. - Marc Leinweber; Matthias Grundmann; Leonard Schönborn; Hannes Hartenstein (DPM/CBT@ESORICS, 2019)

Banklaves: Concept for a Trustworthy Decentralized Payment Service for Bitcoin. - Matthias Grundmann; Marc Leinweber; Hannes Hartenstein (IEEE ICBC, 2019)

MediaPipe: A Framework for Building Perception Pipelines. - Camillo Lugaresi; Jiuqiang Tang; Hadon Nash; Chris McClanahan; Esha Uboweja; Michael Hays; Fan Zhang; Chuo-Ling Chang; Ming Guang Yong; Juhyun Lee; Wan-Teh Chang; Wei Hua; et al. (CoRR, 2019)

On-Device Neural Net Inference with Mobile GPUs. - Juhyun Lee; Nikolay Chirkov; Ekaterina Ignasheva; Yury Pisarchyk; Mogan Shieh; Fabio Riccardi; Raman Sarokin; Andrei Kulik; Matthias Grundmann (CoRR, 2019)

BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs. - Valentin Bazarevsky; Yury Kartynnik; Andrey Vakunov; Karthik Raveendran; Matthias Grundmann (CoRR, 2019)

Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs. - Yury Kartynnik; Artsiom Ablavatski; Ivan Grishchenko; Matthias Grundmann (CoRR, 2019)

Instant Motion Tracking and Its Applications to Augmented Reality. - Jianing Wei; Genzhi Ye; Tyler Mullen; Matthias Grundmann; Adel Ahmadyan; Tingbo Hou (CoRR, 2019)

Fundamental Properties of the Layer Below a Payment Channel Network. - Matthias Grundmann; Hannes Hartenstein (DPM/CBT@ESORICS, 2020)

MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape Supervision. - Tingbo Hou; Adel Ahmadyan; Liangkai Zhang; Jianing Wei; Matthias Grundmann (CoRR, 2020)

BlazePose: On-device Real-time Body Pose tracking. - Valentin Bazarevsky; Ivan Grishchenko; Karthik Raveendran; Tyler Zhu; Fan Zhang; Matthias Grundmann (CoRR, 2020)

MediaPipe Hands: On-device Real-time Hand Tracking. - Fan Zhang; Valentin Bazarevsky; Andrey Vakunov; Andrei Tkachenka; George Sung; Chuo-Ling Chang; Matthias Grundmann (CoRR, 2020)

Attention Mesh: High-fidelity Face Mesh Prediction in Real-time. - Ivan Grishchenko; Artsiom Ablavatski; Yury Kartynnik; Karthik Raveendran; Matthias Grundmann (CoRR, 2020)

Instant 3D Object Tracking with Applications in Augmented Reality. - Adel Ahmadyan; Tingbo Hou; Jianing Wei; Liangkai Zhang; Artsiom Ablavatski; Matthias Grundmann (CoRR, 2020)

Fundamental Properties of the Layer Below a Payment Channel Network (Extended Version). - Matthias Grundmann; Hannes Hartenstein (CoRR, 2020)

Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild With Pose Annotations. - Adel Ahmadyan; Liangkai Zhang; Artsiom Ablavatski; Jianing Wei; Matthias Grundmann (CVPR, 2021)

Towards Correct Smart Contracts: A Case Study on Formal Verification of Access Control. - Jonas Schiffl; Matthias Grundmann; Marc Leinweber; Oliver Stengele; Sebastian Friebe; Bernhard Beckert (SACMAT, 2021)

On the Estimation of the Number of Unreachable Peers in the Bitcoin P2P Network by Observation of Peer Announcements. - Matthias Grundmann; Hedwig Amberg; Hannes Hartenstein (CoRR, 2021)

Estimating the Node Degree of Public Peers and Detecting Sybil Peers Based on Address Messages in the Bitcoin P2P Network. - Matthias Grundmann; Max Baumstark (CoRR, 2021)

On-device Real-time Hand Gesture Recognition. - George Sung; Kanstantsin Sokal; Esha Uboweja; Valentin Bazarevsky; Jonathan Baccash; Eduard Gabriel Bazavan; Chuo-Ling Chang; Matthias Grundmann (CoRR, 2021)

Short Paper: What Peer Announcements Tell Us About the Size of the Bitcoin P2P Network. - Matthias Grundmann; Hedwig Amberg; Max Baumstark; Hannes Hartenstein (Financial Cryptography, 2022)

On the Peer Degree Distribution of the Bitcoin P2P Network. - Matthias Grundmann; Max Baumstark; Hannes Hartenstein (ICBC, 2022)

Verifying Payment Channels with TLA+. - Matthias Grundmann; Hannes Hartenstein (ICBC, 2022)

On the Applicability of Payment Channel Networks for Allocation of Transport Ticket Revenues. - Matthias Grundmann; Otto von Zastrow-Marcks; Hannes Hartenstein (ICCCN, 2022)

Decentralizing Watchtowers for Payment Channels using IPFS. - Hannes Bönisch; Matthias Grundmann (ICDCS Workshops, 2022)

BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation. - Ivan Grishchenko; Valentin Bazarevsky; Andrei Zanfir; Eduard Gabriel Bazavan; Mihai Zanfir; Richard Yee; Karthik Raveendran; Matsvei Zhdanovich; Matthias Grundmann; Cristian Sminchisescu (CoRR, 2022)

Efficient Heterogeneous Video Segmentation at the Edge. - Jamie Menjay Lin; Siargey Pisarchyk; Juhyun Lee; David Tian; Tingbo Hou; Karthik Raveendran; Raman Sarokin; George Sung; Trent Tolley; Matthias Grundmann (CoRR, 2022)

Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations. - Yu-Hui Chen; Raman Sarokin; Juhyun Lee; Jiuqiang Tang; Chuo-Ling Chang; Andrei Kulik; Matthias Grundmann (CVPR Workshops, 2023)

BlazeStyleGAN: A Real-Time On-Device StyleGAN. - Haolin Jia 001; Qifei Wang; Omer Tov; Yang Zhao; Fei Deng 001; Lu Wang; Chuo-Ling Chang; Tingbo Hou; Matthias Grundmann (CVPR Workshops, 2023)

Guided Speech Enhancement Network. - Yang Yang 010; Shao-Fu Shih; Hakan Erdogan; Jamie Menjay Lin; Chehung Lee; Yunpeng Li; George Sung; Matthias Grundmann (ICASSP, 2023)

Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond. - Yang Zhao; Tingbo Hou; Yu-Chuan Su; Xuhui Jia; Yandong Li; Matthias Grundmann (ICCV, 2023)

On-device Real-time Custom Hand Gesture Recognition. - Esha Uboweja; David Tian; Qifei Wang; Yi-Chun Kuo; Joe Zou; Lu Wang; George Sung; Matthias Grundmann (ICCV (Workshops), 2023)

Semi-Implicit Denoising Diffusion Models (SIDDMs). - Yanwu Xu 003; Mingming Gong; Shaoan Xie; Wei Wei; Matthias Grundmann; Kayhan Batmanghelich; Tingbo Hou (NeurIPS, 2023)

Towards a Formal Verification of the Lightning Network with TLA+. - Matthias Grundmann; Hannes Hartenstein (CoRR, 2023)

Blendshapes GHUM: Real-time Monocular Facial Blendshape Prediction. - Ivan Grishchenko; Geng Yan; Eduard Gabriel Bazavan; Andrei Zanfir; Nikolai Chinaev; Karthik Raveendran; Matthias Grundmann; Cristian Sminchisescu (CoRR, 2023)

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models. - Fei Deng 001; Qifei Wang; Wei Wei; Tingbo Hou; Matthias Grundmann (CVPR, 2024)

STREAMVC: Real-Time Low-Latency Voice Conversion. - Yang Yang 010; Yury Kartynnik; Yunpeng Li; Jiuqiang Tang; Xing Li; George Sung; Matthias Grundmann (ICASSP, 2024)

Binaural Angular Separation Network. - Yang Yang 010; George Sung; Shao-Fu Shih; Hakan Erdogan; Chehung Lee; Matthias Grundmann (ICASSP, 2024)

Scaling On-Device GPU Inference for Large Generative Models. - Jiuqiang Tang; Raman Sorokin; Ekaterina Ignasheva; Grant Jensen; Lin Chen; Juhyun Lee; Andrei Kulik; Matthias Grundmann (CVPR Workshops, 2025)

Scaling On-Device GPU Inference for Large Generative Models. - Jiuqiang Tang; Raman Sarokin; Ekaterina Ignasheva; Grant Jensen; Lin Chen; Juhyun Lee; Andrei Kulik; Matthias Grundmann (CoRR, 2025)

Model Checking the Security of the Lightning Network. - Matthias Grundmann; Hannes Hartenstein (CoRR, 2025)