close-up of a chip on the end of a finger

On-device ML for Object and Activity Detection

Établi : January 8, 2015

Publications

Afficher par:

An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194

Publication Publication Publication
Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems

Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li

Springer Mobile Cloud Visual Media Computing (MCVMC) | Publié par Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition

Publication Publication Publication

AMETHYST: Image Registration Engine for Multiframe Processing

Shuayb Zarar, Richard Stoakley, Jie Liu, Matt Uyttendayle

MSR-TR-2015-100 | November 2015

Publié par Microsoft

Publication

An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015

Publication Publication

Scalable-effort Classifiers for Energy-efficient Machine Learning

Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar

IEEE/ACM Design Automation Conference (DAC) | June 2015

Publication Publication

SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar

IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015

Publication Publication Projet
Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing

Shuayb Zarar, Jie Liu, Matthai Philipose

IEEE Custom Integrated Circuits Conference (CICC) | September 2014

Best paper award nomination

Publication Publication Publication
Picking the Best Daisy

Simon Winder, Gang Hua, Matthew Brown

Computer Vision and Pattern Recognition | June 2009

Publication Publication Projet

AMETHYST: Image Registration Engine for Multiframe Processing

Shuayb Zarar, Richard Stoakley, Jie Liu, Matt Uyttendayle

MSR-TR-2015-100 | November 2015

Publié par Microsoft

Publication
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194

Publication Publication Publication

Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems

Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li

Springer Mobile Cloud Visual Media Computing (MCVMC) | Publié par Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition

Publication Publication Publication

AMETHYST: Image Registration Engine for Multiframe Processing

Shuayb Zarar, Richard Stoakley, Jie Liu, Matt Uyttendayle

MSR-TR-2015-100 | November 2015

Publié par Microsoft

Publication

Scalable-effort Classifiers for Energy-efficient Machine Learning

Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar

IEEE/ACM Design Automation Conference (DAC) | June 2015

Publication Publication

SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar

IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015

Publication Publication Projet

Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing

Shuayb Zarar, Jie Liu, Matthai Philipose

IEEE Custom Integrated Circuits Conference (CICC) | September 2014

Best paper award nomination

Publication Publication Publication
AMETHYST: Image Registration Engine for Multiframe Processing

Shuayb Zarar, Richard Stoakley, Jie Liu, Matt Uyttendayle

MSR-TR-2015-100 | November 2015

Publié par Microsoft

Publication

Scalable-effort Classifiers for Energy-efficient Machine Learning

Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar

IEEE/ACM Design Automation Conference (DAC) | June 2015

Publication Publication

SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar

IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015

Publication Publication Projet

Picking the Best Daisy

Simon Winder, Gang Hua, Matthew Brown

Computer Vision and Pattern Recognition | June 2009

Publication Publication Projet
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194

Publication Publication Publication

Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems

Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li

Springer Mobile Cloud Visual Media Computing (MCVMC) | Publié par Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition

Publication Publication Publication

An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015

Publication Publication

Scalable-effort Classifiers for Energy-efficient Machine Learning

Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar

IEEE/ACM Design Automation Conference (DAC) | June 2015

Publication Publication

SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar

IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015

Publication Publication Projet

Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing

Shuayb Zarar, Jie Liu, Matthai Philipose

IEEE Custom Integrated Circuits Conference (CICC) | September 2014

Best paper award nomination

Publication Publication Publication
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194

Publication Publication Publication

Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems

Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li

Springer Mobile Cloud Visual Media Computing (MCVMC) | Publié par Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition

Publication Publication Publication

An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015

Publication Publication

Scalable-effort Classifiers for Energy-efficient Machine Learning

Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar

IEEE/ACM Design Automation Conference (DAC) | June 2015

Publication Publication

SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar

IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015

Publication Publication Projet

Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing

Shuayb Zarar, Jie Liu, Matthai Philipose

IEEE Custom Integrated Circuits Conference (CICC) | September 2014

Best paper award nomination

Publication Publication Publication
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194

Publication Publication Publication

Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems

Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li

Springer Mobile Cloud Visual Media Computing (MCVMC) | Publié par Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition

Publication Publication Publication

Scalable-effort Classifiers for Energy-efficient Machine Learning

Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar

IEEE/ACM Design Automation Conference (DAC) | June 2015

Publication Publication

SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar

IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015

Publication Publication Projet

Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing

Shuayb Zarar, Jie Liu, Matthai Philipose

IEEE Custom Integrated Circuits Conference (CICC) | September 2014

Best paper award nomination

Publication Publication Publication
Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing

Shuayb Zarar, Jie Liu, Matthai Philipose

IEEE Custom Integrated Circuits Conference (CICC) | September 2014

Best paper award nomination

Publication Publication Publication

AMETHYST: Image Registration Engine for Multiframe Processing

Shuayb Zarar, Richard Stoakley, Jie Liu, Matt Uyttendayle

MSR-TR-2015-100 | November 2015

Publié par Microsoft

Publication
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194

Publication Publication Publication
Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems

Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li

Springer Mobile Cloud Visual Media Computing (MCVMC) | Publié par Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition

Publication Publication Publication
An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines

Soham Desai, Shuayb Zarar, Arijit Raychowdhury

IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015

Publication Publication

Scalable-effort Classifiers for Energy-efficient Machine Learning

Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar

IEEE/ACM Design Automation Conference (DAC) | June 2015

Publication Publication

SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar

IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015

Publication Publication Projet

Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing

Shuayb Zarar, Jie Liu, Matthai Philipose

IEEE Custom Integrated Circuits Conference (CICC) | September 2014

Best paper award nomination

Publication Publication Publication

Picking the Best Daisy

Simon Winder, Gang Hua, Matthew Brown

Computer Vision and Pattern Recognition | June 2009

Publication Publication Projet

Personne

Matthai Philipose

Senior Principal Researcher

Bodhi Priyantha

Researcher

On-device ML for Object and Activity Detection

Publications

Publications

Publications par année

2016

2015

2014

2009

Filtre par zone de recherche

Algorithms

Artificial intelligence

Computer vision

Audio and Acoustics

Hardware and devices

Systems and networking

Medical, health and genomics

Publication Type

Tech Report

Article (Journal)

In Book

Inproceedings (Conference)

Personne

Matthai Philipose

Bodhi Priyantha