Luisa F. Polanía

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 24

Top Topics

Pairwise Comparison

Compressed Sensing

Body Mass Index

Emotion Recognition

Top Venues

Publications

Xin Guo, Luisa F. Polanía, Kenneth E. Barner
Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks. CoRR (2020)
Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. WACV (2020)
Luisa F. Polanía, Raja Bala, Ankur Purwar, Paul Matts, Martin Maltz
Skin Chromophore Estimation from Mobile Selfie Images using Constrained Independent Component Analysis. Computational Imaging (2020)
Luisa F. Polanía, Mauricio Flores, Matthew S. Nokleby, Yiran Li
Learning Furniture Compatibility with Graph Neural Networks. CVPR Workshops (2020)
Luisa F. Polanía, Mauricio Flores, Yiran Li, Matthew S. Nokleby
Learning Furniture Compatibility with Graph Neural Networks. CoRR (2020)
Maria-Ximena Bastidas-Rodríguez, Adrien Gruson, Luisa F. Polanía, Shin Fujieda, Flavio Augusto Prieto Ortíz, Kohei Takayama, Toshiya Hachisuka
Deep Adaptive Wavelet Network. WACV (2020)
Luisa F. Polanía, Glenn Fung, Dongning Wang
Ordinal Regression Using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. WACV (2019)
Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. CoRR (2019)
Luisa F. Polanía, Satyajit Gupte
Learning fashion compatibility across apparel categories for outfit recommendation. CoRR (2019)
Xin Guo, Luisa F. Polanía, Javier Garcia-Frías, Kenneth E. Barner
Social Relationship Recognition Based on A Hybrid Deep Neural Network. FG (2019)
Maria-Ximena Bastidas-Rodríguez, Adrien Gruson, Luisa F. Polanía, Shin Fujieda, Flavio Augusto Prieto Ortíz, Kohei Takayama, Toshiya Hachisuka
Deep Adaptive Wavelet Network. CoRR (2019)
Maria-Ximena Bastidas-Rodríguez, Flavio Augusto Prieto Ortíz, Luisa F. Polanía
A Textural Deep Neural Network Combined With Handcrafted Features for Mechanical Failure Classification. ICIT (2019)
Luisa F. Polanía, Satyajit Gupte
Learning Fashion Compatibility Across Apparel Categories for Outfit Recommendation. ICIP (2019)
Luisa F. Polanía, Dongning Wang, Glenn Fung
Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. CoRR (2018)
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
Smile detection in the wild based on transfer learning. CoRR (2018)
Luisa F. Polanía, Rafael I. Plaza
Compressed sensing ECG using restricted Boltzmann machines. Biomed. Signal Process. Control. 45 (2018)
Xin Guo, Bin Zhu, Luisa F. Polanía, Charles Boncelet, Kenneth E. Barner
Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions. ICMI (2018)
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
Smile Detection in the Wild Based on Transfer Learning. FG (2018)
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
Group-level emotion recognition using deep models on image scene, faces, and skeletons. ICMI (2017)
Luisa F. Polanía, Kenneth E. Barner
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing. CoRR (2017)
Joseph Bockhorst, Shi Yu, Luisa F. Polanía, Glenn Fung
Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center. ECML/PKDD (3) (2017)
Luisa F. Polanía, Kenneth E. Barner
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing. IEEE Trans. Signal Process. 65 (17) (2017)
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Luisa F. Polanía, Lalit K. Mestha, David T. Huang, Jean-Philippe Couderc
Method for classifying cardiac arrhythmias using photoplethysmography. EMBC (2015)
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems. CoRR (2014)
Luisa F. Polanía, Kenneth E. Barner
A weighted ℓ1 minimization algorithm for compressed sensing ECG. ICASSP (2014)
Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner
Iterative hard thresholding for compressed sensing with partially known support. ICASSP (2011)
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
Matrix completion based ECG compression. EMBC (2011)
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
Compressed sensing based method for ECG compression. ICASSP (2011)
Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner
Iterative algorithms for compressed sensing with partially known support. ICASSP (2010)