Search Results for author: Volker Blanz

Found 6 papers, 2 papers with code

Robust Semantic Segmentation with Superpixel-Mix

1 code implementation2 Aug 2021 Gianni Franchi, Nacim Belkhir, Mai Lan Ha, Yufei Hu, Andrei Bursuc, Volker Blanz, Angela Yao

Along with predictive performance and runtime speed, reliability is a key requirement for real-world semantic segmentation.

Data Augmentation Segmentation +2

Learning a Discriminant Latent Space with Neural Discriminant Analysis

no code implementations13 Jul 2021 Mai Lan Ha, Gianni Franchi, Emanuel Aldea, Volker Blanz

NDA transforms deep features to become more discriminative and, therefore, improves the performances in various tasks.

Classification Out-of-Distribution Detection

Deep Ranking with Adaptive Margin Triplet Loss

no code implementations13 Jul 2021 Mai Lan Ha, Volker Blanz

We propose a simple modification from a fixed margin triplet loss to an adaptive margin triplet loss.

Face Recognition

Automated 3D Face Reconstruction From Multiple Images Using Quality Measures

no code implementations CVPR 2016 Marcel Piotraschke, Volker Blanz

Automated 3D reconstruction of faces from images is challenging if the image material is difficult in terms of pose, lighting, occlusions and facial expressions, and if the initial 2D feature positions are inaccurate or unreliable.

Ranked #6 on 3D Face Reconstruction on Florence (RMSE Cooperative metric)

3D Face Reconstruction 3D Reconstruction

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