V
Vassileios Balntas
Researcher at University of Oxford
Publications - 2
Citations - 192
Vassileios Balntas is an academic researcher from University of Oxford. The author has contributed to research in topics: Metric (mathematics) & Artificial neural network. The author has an hindex of 2, co-authored 2 publications receiving 134 citations.
Papers
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Book ChapterDOI
RelocNet: Continuous Metric Learning Relocalisation Using Neural Nets
TL;DR: A method of learning suitable convolutional representations for camera pose retrieval based on nearest neighbour matching and continuous metric learning-based feature descriptors, which is able to generalise in a meaningful way, and outperforms related methods across several experiments.
Journal ArticleDOI
$\mathbb {H}$ H -Patches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors
Vassileios Balntas,Karel Lenc,Andrea Vedaldi,Tinne Tuytelaars,Jiri Matas,Krystian Mikolajczyk +5 more
TL;DR: In this paper, the authors introduce a new large dataset suitable for training and testing modern image descriptors, together with strictly defined evaluation protocols in several tasks such as matching, retrieval and verification.