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Luisa F. Polanía
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Year
Compressed sensing based method for ECG compression
LF Polania, RE Carrillo, M Blanco-Velasco, KE Barner
2011 IEEE international conference on acoustics, speech and signal …, 2011
1952011
Exploiting prior knowledge in compressed sensing wireless ECG systems
LF Polania, RE Carrillo, M Blanco-Velasco, KE Barner
IEEE journal of Biomedical and Health Informatics 19 (2), 508-519, 2014
1352014
Iterative algorithms for compressed sensing with partially known support
RE Carrillo, LF Polania, KE Barner
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
902010
Deep adaptive wavelet network
MXB Rodriguez, A Gruson, L Polania, S Fujieda, F Prieto, K Takayama, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
582020
Iterative hard thresholding for compressed sensing with partially known support
RE Carrillo, LF Polania, KE Barner
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
462011
Group-level emotion recognition using hybrid deep models based on faces, scenes, skeletons and visual attentions
X Guo, B Zhu, LF Polanía, C Boncelet, KE Barner
Proceedings of the 20th ACM International Conference on Multimodal …, 2018
432018
Multi-scale dictionary learning for compressive sensing ECG
LF Polania, KE Barner
2013 IEEE Digital Signal Processing and Signal Processing Education Meeting …, 2013
432013
Group-level emotion recognition using deep models on image scene, faces, and skeletons
X Guo, LF Polanía, KE Barner
Proceedings of the 19th ACM International Conference on Multimodal …, 2017
422017
Visual prompt tuning for generative transfer learning
K Sohn, H Chang, J Lezama, L Polania, H Zhang, Y Hao, I Essa, L Jiang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
402023
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing
LF Polanía, KE Barner
IEEE Transactions on Signal Processing 65 (17), 4538-4550, 2017
402017
Graph neural networks for image understanding based on multiple cues: Group emotion recognition and event recognition as use cases
X Guo, L Polania, B Zhu, C Boncelet, K Barner
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
362020
Method for classifying cardiac arrhythmias using photoplethysmography
LF Polanía, LK Mestha, DT Huang, JP Couderc
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
352015
Learning fashion compatibility across apparel categories for outfit recommendation
LF Polanía, S Gupte
2019 IEEE International Conference on Image Processing (ICIP), 4489-4493, 2019
272019
Deep Learning for fractographic classification in metallic materials
MX Bastidas-Rodriguez, L Polania, A Gruson, F Prieto-Ortiz
Engineering Failure Analysis 113, 104532, 2020
252020
Compressed sensing ECG using restricted Boltzmann machines
LF Polanía, RI Plaza
Biomedical Signal Processing and Control 45, 237-245, 2018
242018
Leveraging a discriminative dictionary learning algorithm for single-lead ECG classification
SM Mathews, LF Polania, KE Barner
2015 41st Annual Northeast Biomedical Engineering Conference (NEBEC), 1-2, 2015
222015
Method and system for assessing facial skin health from a mobile selfie image
MS Maltz, MA Shreve, LFP Cabrera, SC Morgana, R Bala, PJ Matts, ...
US Patent 10,255,484, 2019
192019
Interactive display for facial skin monitoring
SC Morgana, R Bala, MA Shreve, LFP Cabrera, PJ Matts, A Purwar
US Patent 10,255,482, 2019
182019
Predicting self-reported customer satisfaction of interactions with a corporate call center
J Bockhorst, S Yu, L Polania, G Fung
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
182017
Smile detection in the wild based on transfer learning
X Guo, L Polania, K Barner
2018 13th IEEE International Conference on Automatic Face & Gesture …, 2018
172018
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