Brendan Chwyl

发表

DeepPredict: A deep predictive intelligence platform for patient monitoring

Alexander Wong, Audrey G. Chung, Mohammad Javad Shafiee, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

AI-enabled remote and objective quantification of stress at scale

Xiao Yu Wang, Alexander Wong, Brendan Chwyl, 2020, Biomed. Signal Process. Control..

StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks pdf

Michelle Karg, Alexander Wong, Mohammad Javad Shafiee, 2018, Neurocomputing.

Tiny SSD: A Tiny Single-Shot Detection Deep Convolutional Neural Network for Real-Time Embedded Object Detection

Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, 2018, 2018 15th Conference on Computer and Robot Vision (CRV).

Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features

David A. Clausi, Alexander Wong, Brendan Chwyl, 2015, ICIAR.

Tiger: A texture-illumination guided energy response model for illumination robust local saliency

David A. Clausi, Alexander Wong, Audrey G. Chung, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

TIGGER: A Texture-Illumination Guided Global Energy Response Model for Illumination Robust Object Saliency

Alexander Wong, Audrey G. Chung, Brendan Chwyl, 2016, 2016 13th Conference on Computer and Robot Vision (CRV).

High dynamic range map estimation via fully connected random fields with stochastic cliques

Farnoud Kazemzadeh, Alexander Wong, John S. Zelek, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

EdgeSegNet: A Compact Network for Semantic Segmentation pdf

Alexander Wong, Brendan Chwyl, Zhong Qiu Lin, 2019, ArXiv.

Remote Heart Rate Measurement through Broadband Video via Stochastic Bayesian Estimation

David A. Clausi, Jason Deglint, Audrey G. Chung, 2015 .

AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design

Alexander Wong, Brendan Chwyl, Zhong Qiu Lin, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

A Statistical Framework for Non-Contact Heart Rate Estimation via Photoplethysmogram Imaging

Brendan Chwyl, Brendan Chwyl, 2016 .

FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis pdf

Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, 2018, ArXiv.

SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments

David A. Clausi, Robert Amelard, Jason Deglint, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation

David A. Clausi, Alexander Wong, Audrey G. Chung, 2015, ICIAR.

Photoplethysmographic imaging via spectrally demultiplexed erythema fluctuation analysis for remote heart rate monitoring

David A. Clausi, Xiao Yu Wang, Robert Amelard, 2016, SPIE BiOS.

Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks

Michelle Karg, Alexander Wong, Mohammad Javad Shafiee, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis pdf

Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, 2017, ArXiv.

YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection pdf

Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, 2019, 2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing - NeurIPS Edition (EMC2-NIPS).

Time-Frequency Domain Analysis via Pulselets for Non-contact Heart Rate Estimation from Remotely Acquired Photoplethysmograms

David A. Clausi, Robert Amelard, Jason Deglint, 2016, 2016 13th Conference on Computer and Robot Vision (CRV).

A Bayesian Multi-Scale Framework for Photoplethysmogram Imaging Waveform Processing

David A. Clausi, Robert Amelard, Alexander Wong, 2016 .