Patrik Huber

3 papers · 2017–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

CVPR (2) AAAI (1)

Top co-authors

Josef Kittler (2) Zhen-Hua Feng (2) Xiao-Jun Wu (2) Muhammad Awais (1) William Christmas (1) Sarthak Gupta (1)

Research topics

Computer Vision (3) Analysis (3) Deep Learning (1) Machine Learning (1) Application Areas (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

facial landmark detection (2) data augmentation (2) surface reconstruction (1) convolutional neural network (1) loss function (1) neural radiance field (1) camera calibration (1) multi-view geometry (1) image-based rendering (1) facial landmark localisation (1) wing loss (1) pose based data balancing (1) domain adaptation (1) cascaded shape regression (1) attention mechanism (1)

Papers

Neural Implicit Surface Reconstruction from Noisy Camera Observations (Student Abstract) AAAI 2023 Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks CVPR 2018 Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting CVPR 2017