Search Results for author: Veniamin I. Morgenshtern

Found 4 papers, 3 papers with code

Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration Systems

1 code implementation15 Jul 2021 Protim Bhattacharjee, Martin Burger, Anko Boerner, Veniamin I. Morgenshtern

In this work we present an algorithm, called the RoI Prioritised Sampling (RPS), that prioritises Region-of-Interests (RoIs) in an exploration scenario in order to utilise the limited resources of the imaging instrument on the rover effectively.

Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement

1 code implementation23 Nov 2020 Angel Villar-Corrales, Veniamin I. Morgenshtern

This method is inspired by the observation that, in the scattering transform domain, the subspaces formed by the eigenvectors corresponding to the few largest eigenvalues of the data matrices of individual classes are nearly shared among different classes.

Clustering Deep Clustering +1

Region segmentation via deep learning and convex optimization

1 code implementation28 Nov 2019 Matthias Sonntag, Veniamin I. Morgenshtern

We assume that (i) the shape and the number of regions in the point cloud are not known and (ii) the point cloud may be noisy.

FRICATIVE PHONEME DETECTION WITH ZERO DELAY

no code implementations25 Sep 2019 Metehan Yurt, Alberto N. Escalante B., Veniamin I. Morgenshtern

Therefore, timely (with zero delay) and accurate fricative phoneme detection is a key problem for high quality hearing aids.

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