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Luisa F. Polanía

10 papers hereh-index 161k citations34 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author5

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV8
  • cs.LG1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedExploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing

33 citations · 45 across the 5 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

cs.CV2018

Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation

Luisa Polania, Dongning Wang, Glenn Fung

Ordinal regression aims to classify instances into ordinal categories. In this paper, body mass index (BMI) category estimation from facial images is cast as an ordinal regression…

eess.SP2018

Compressed Sensing ECG using Restricted Boltzmann Machines

Luisa Polania, Rafael Plaza

Recently, it has been shown that compressed sensing (CS) has the potential to lower energy consumption in wireless electrocardiogram (ECG) systems. By reducing the number of acquir…

cs.CV2018

Smile detection in the wild based on transfer learning

Xin Guo, Luisa F. Polanía, Kenneth E. Barner

Smile detection from unconstrained facial images is a specialized and challenging problem. As one of the most informative expressions, smiles convey basic underlying emotions, such…

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