Dr. Lynne L. Grewe Profile

Dr. Lynne L. Grewe

at California State Univ East Bay

SPIE Involvement:

Conference Chair | Editor | Author

Publications (31)

Proceedings Article | 14 June 2023 Presentation + Paper

Look and learn: forcing attention through input-fusing of important features and raw image data

Lynne Grewe, Ankush Mahajan, Dikshant Pravin Jain, Jake Shahshahani

Proceedings Volume 12547, 125470R (2023) https://doi.org/10.1117/12.2663206

KEYWORDS: Video, Image fusion, Machine learning, Deep learning, Feature fusion, Data fusion

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Proceedings Article | 8 June 2022 Presentation + Paper

A detective and corrective exercise assistant using computer vision and machine learning

Lynne Grewe, Dung Nu Thanh Pham, Dikshant Pravin Jain, Ankush Mahajan, Allen Shahshahani

Proceedings Volume 12122, 121220X (2022) https://doi.org/10.1117/12.2619102

KEYWORDS: Machine vision, Sensors, Video processing, Machine learning, Computer vision technology, Neural networks, RGB color model, Data modeling, Systems modeling

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Proceedings Article | 20 May 2021 Presentation + Paper

Low-resolution infrared temperature analysis for disease situation awareness via machine learning on a mobile platform

Lynne Grewe, Shivali Choudhary, Emmanuel Gallegos, Dikshant Pravin Jain, Phillip Aguilera

Proceedings Volume 11756, 1175614 (2021) https://doi.org/10.1117/12.2587547

KEYWORDS: Infrared radiation, Head, Machine learning, Infrared imaging, Autoregressive models, Thermal modeling, Temperature metrology, Target detection, Sensors, Infrared sensors

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Proceedings Article | 6 May 2021 Presentation + Paper

Health crisis situation awareness using mobile multiple modalities

Lynne Grewe, Subhangi Asati, Shivali Choudhary, Emmanuel Gallegos, Divya Gupta, Maithri House, Cemil Kes, Jamie Ngyuen, Bhumit Patel, Kunjkumar Patel, Dikshant Pravin Jain, Jake Shahshahani, Phillip Aguilera, Allen Shahshahani, Manasi Rajiv Weginwar, Chengzhi Hu

Proceedings Volume 11756, 1175613 (2021) https://doi.org/10.1117/12.2587544

KEYWORDS: Machine learning, Machine vision, Infrared detectors, Visualization, Visible radiation, Statistical analysis, Sensors, Infrared imaging, Image analysis, Computing systems

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Proceedings Article | 14 April 2021 Presentation

Invited panel discussion: joint data learning

Lynne Grewe, Chee-Yee Chong, Ivan Kadar

Proceedings Volume 11756, 1175602 (2021) https://doi.org/10.1117/12.2598863

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Proceedings Article | 26 May 2020 Presentation + Paper

Machine learning in/with information fusion for infrastructure understanding, panel summary

Erik Blasch, Lynne Grewe, Edward Waltz, Paul Bendich, Vladimir Pavlovic, Ivan Kadar, Chee-Yee Chong

Proceedings Volume 11423, 114230O (2020) https://doi.org/10.1117/12.2559416

KEYWORDS: Data modeling, Information fusion, Machine learning, Data fusion, Sensors, Systems modeling, Telecommunications, Artificial intelligence, Video, Image fusion

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Proceedings Article | 22 April 2020 Presentation + Paper

First person perspective video activity recognition

Lynne Grewe, Chengzhi Hu, Krishna Tank, Aditya Jaiswal, Thomas Martin, Sahil Sutaria, Tran Huynh, Francis David Bustos

Proceedings Volume 11423, 1142310 (2020) https://doi.org/10.1117/12.2557922

KEYWORDS: Video, Machine vision, Computer vision technology, Machine learning

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Proceedings Article | 7 May 2019 Presentation + Paper

ULearn: understanding and reacting to student frustration using deep learning, mobile vision and NLP

Lynne Grewe, Chengzhi Hu

Proceedings Volume 11018, 110180W (2019) https://doi.org/10.1117/12.2518262

KEYWORDS: Java, Facial recognition systems, Machine vision, Computer vision technology, Mobile devices, Data mining, Machine learning

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Proceedings Article | 7 May 2019 Paper

Drone based user and heading detection using deep learning and stereo vision

Lynne Grewe, Garrett Stevenson

Proceedings Volume 11018, 110180X (2019) https://doi.org/10.1117/12.2518266

KEYWORDS: RGB color model, Eye, Sensors, Convolution, Visualization, Unmanned aerial vehicles, Machine learning, Stereo vision systems, Computer vision technology

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Proceedings Article | 7 May 2019 Paper

Deep learning in AI and information fusion panel discussion

Erik Blasch, Ivan Kadar, Lynne Grewe, Garrett Stevenson, Uttam Majumder, Chee-Yee Chong

Proceedings Volume 11018, 110180Q (2019) https://doi.org/10.1117/12.2519230

KEYWORDS: Artificial intelligence, Information fusion, Data modeling, Systems modeling, Sensors, Data fusion, Algorithm development, Evolutionary algorithms, Detection and tracking algorithms, Neural networks

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Proceedings Article | 3 May 2018 Presentation + Paper

blindBike: an assistive bike navigation system for low-vision persons

Lynne Grewei, William Overell, Christopher Lagali

Proceedings Volume 10640, 106400A (2018) https://doi.org/10.1117/12.2305243

KEYWORDS: Roads, Sensors, Navigation systems, Computing systems, Visualization, Machine vision, Computer vision technology, Video

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Proceedings Article | 27 April 2018 Presentation + Paper

iSight: computer vision based system to assist low vision

Lynne Grewe, Archana Kashyap, Krishnan Chandran, Allen Shahshahani, Jake Shahshahani

Proceedings Volume 10646, 1064613 (2018) https://doi.org/10.1117/12.2305233

KEYWORDS: Visualization, Computing systems, Machine vision, Computer vision technology, Augmented reality, Mobile devices, Convolution, Image enhancement, Sensors, Cameras

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Proceedings Article | 2 May 2017 Presentation + Paper

Traffic light detection and intersection crossing using mobile computer vision

Lynne Grewei, Christopher Lagali

Proceedings Volume 10200, 1020012 (2017) https://doi.org/10.1117/12.2264552

KEYWORDS: Global Positioning System, Computing systems, Transform theory, Machine vision, Computer vision technology, Sensors, Sensor fusion, Optical sensors, Visualization, Roads, Blob detection

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Proceedings Article | 2 May 2017 Presentation + Paper

Panel summary of cyber-physical systems (CPS) and Internet of Things (IoT) opportunities with information fusion

Erik Blasch, Ivan Kadar, Lynne Grewe, Richard Brooks, Wei Yu, Andres Kwasinski, Stelios Thomopoulos, John Salerno, Hairong Qi

Proceedings Volume 10200, 102000O (2017) https://doi.org/10.1117/12.2264683

KEYWORDS: Information fusion, Sensing systems, Telecommunications, Internet, Computer security, Sensors, Data modeling, Data fusion, Control systems, Navigation systems, Computing systems, Distributed computing

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Proceedings Article | 2 May 2017 Presentation + Paper

Road following for blindBike: an assistive bike navigation system for low vision persons

Lynne Grewe, William Overell

Proceedings Volume 10200, 1020011 (2017) https://doi.org/10.1117/12.2264548

KEYWORDS: Blob detection, Algorithm development, Edge detection, Hough transforms, Visualization, Roads, Navigation systems, Computer vision technology, Machine vision, Sensors, Statistical analysis, Computing systems, Web services, Speech recognition

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Proceedings Article | 21 May 2015 Paper

Occlusion, optimization, emergency response and partial falls in a senior collapse detection system

Lynne Grewe, Steven Magaña-Zook

Proceedings Volume 9474, 947417 (2015) https://doi.org/10.1117/12.2176318

KEYWORDS: Sensors, Single crystal X-ray diffraction, Particle swarm optimization, Particles, Detection and tracking algorithms, Head, Speech recognition, Optimization (mathematics), Telecommunications, Reliability

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Proceedings Article | 20 June 2014 Paper

A cyber-physical system for senior collapse detection

Lynne Grewe, Steven Magaña-Zook

Proceedings Volume 9091, 90911K (2014) https://doi.org/10.1117/12.2049377

KEYWORDS: Sensors, Head, Single crystal X-ray diffraction, Telecommunications, Feature extraction, Environmental sensing, Cameras, 3D image processing, Reliability, Computing systems

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Proceedings Article | 23 May 2013 Paper

Consumer-oriented social data fusion: controlled learning in social environments, social advertising, and more

L. Grewe

Proceedings Volume 8745, 87451M (2013) https://doi.org/10.1117/12.2020177

KEYWORDS: Social networks, Data analysis, Navigation systems, Medicine, Data fusion, Data mining, Data modeling, Associative arrays, Computer security, Binary data

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Proceedings Article | 23 May 2013 Paper

Summary of human social, cultural, behavioral (HSCB) modeling for information fusion panel discussion

Erik Blasch, John Salerno, Ivan Kadar, Shanchieh Yang, Laurie Fenstermacher, Mica Endsley, Lynne Grewe

Proceedings Volume 8745, 87451I (2013) https://doi.org/10.1117/12.2016305

KEYWORDS: Data modeling, Information fusion, Cognitive modeling, Systems modeling, Data fusion, Social networks, Sensors, Tin, Process modeling, Computer simulations

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Proceedings Article | 4 May 2007 Paper

A disaster recovery system featuring uncertainty visualization and distributed infrastructure

L. Grewe, S. Krishnagiri, J. Cristobal

Proceedings Volume 6538, 65380W (2007) https://doi.org/10.1117/12.716427

KEYWORDS: Visualization, Safety, Computing systems, Image fusion, Information visualization, Data storage, Receivers, Databases, Distributed computing, Geographic information systems

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Proceedings Article | 9 August 2004 Paper

DiRecT: A disaster recovery system

Lynne Grewe, Shruti Krishnagiri, John Cristobal

Proceedings Volume 5429, (2004) https://doi.org/10.1117/12.541427

KEYWORDS: Visualization, Computing systems, Information visualization, Human-machine interfaces, Databases, Data communications, Safety, Distributed computing, Control systems, Data storage

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Proceedings Article | 25 August 2003 Paper

Fuzzy image correspondence correction

Lynne Grewe, Ben Shahshahani, Jennifer Tan

Proceedings Volume 5096, (2003) https://doi.org/10.1117/12.487141

KEYWORDS: Fuzzy logic, Wavelets, Image registration, Algorithm development, Image fusion, Fuzzy systems, Databases, Computing systems, Surveillance, Matrices

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Proceedings Article | 31 July 2002 Paper

Image correspondence correction

Lynne Grewe, Jennifer Tan

Proceedings Volume 4729, (2002) https://doi.org/10.1117/12.477598

KEYWORDS: Wavelets, Image registration, Algorithm development, Image restoration, Image fusion, Surveillance, Databases, Image processing, Light sources and illumination, Image sensors

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SPIE Journal Paper | 1 July 2001

Recognition in the wavelet domain: a survey

Richard Brooks, Lynne Grewe, S. Sitharama Iyengar

JEI, Vol. 10, Issue 03, (July 2001) https://doi.org/10.1117/12.10.1117/1.1381560

KEYWORDS: Wavelets, Wavelet transforms, Feature extraction, Image segmentation, Image processing, Fractal analysis, Object recognition, Neural networks, Image resolution, Image filtering

Proceedings Article | 26 March 2001 Paper

Detection of atmospheric conditions in images

Lynne Grewe

Proceedings Volume 4391, (2001) https://doi.org/10.1117/12.421213

KEYWORDS: Neural networks, Fiber optic gyroscopes, Atmospheric sensing, Feature extraction, Wavelets, Atmospheric corrections, Image processing, Unmanned aerial vehicles, Navigation systems, Wavelet transforms

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Proceedings Article | 4 August 2000 Paper

AERICOMP: an aerial photo comparison system

Lynne Grewe, Neil Rowe, Wolfgang Baer

Proceedings Volume 4052, (2000) https://doi.org/10.1117/12.395063

KEYWORDS: Image segmentation, Image registration, Photography, Databases, Distance measurement, Light sources and illumination, Image processing, Data modeling, 3D modeling, Vegetation

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Proceedings Article | 26 March 1999 Paper

Use of image feedback loops for real-time terrain feature extraction

Wolfgang Baer, Lynne Grewe, Neil Rowe

Proceedings Volume 3645, (1999) https://doi.org/10.1117/12.343794

KEYWORDS: 3D modeling, 3D image processing, Databases, Error analysis, Sensors, 3D metrology, Image sensors, Algorithm development, Feature extraction, Cameras

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Proceedings Article | 22 March 1999 Paper

Efficient registration in the compressed domain

Lynne Grewe, Richard Brooks

Proceedings Volume 3723, (1999) https://doi.org/10.1117/12.342918

KEYWORDS: Image registration, Wavelets, Feature extraction, Sensors, Image processing, Image fusion, Wavelet transforms, Image segmentation, 3D image processing, Medical imaging

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Proceedings Article | 26 March 1998 Paper

Recognition using wavelets for use with a mobile robot explorer

Lynne Grewe, Jader Filho, Yutaka Kanayama

Proceedings Volume 3391, (1998) https://doi.org/10.1117/12.304913

KEYWORDS: Wavelets, Unexploded object detection, Feature extraction, Neural networks, Databases, Mobile robots, Magnetometers, Sensors, Visualization, Magnetic sensors

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Proceedings Article | 20 March 1998 Paper

Atmospheric attenuation reduction through multisensor fusion

Lynne Grewe, Richard Brooks

Proceedings Volume 3376, (1998) https://doi.org/10.1117/12.303670

KEYWORDS: Image fusion, Wavelets, Fiber optic gyroscopes, Californium, Signal attenuation, Data fusion, Image processing, Algorithms, Cameras, Algorithm development

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Proceedings Article | 11 March 1993 Paper

Integration of geometric and nongeometric attributes for fast object-recognition

Lynne Grewe, Avinash Kak

Proceedings Volume 1964, (1993) https://doi.org/10.1117/12.141778

KEYWORDS: 3D modeling, Object recognition, Systems modeling, Model-based design, Artificial intelligence, Optical spheres, Brain, Data modeling, System integration, Evolutionary algorithms

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Showing 5 of 31 publications

Proceedings Volume Editor (8)

SPIE Conference Volume | 20 July 2023

Signal Processing, Sensor/Information Fusion, and Target Recognition XXXII

SPIE Conference Volume | 6 July 2022

Signal Processing, Sensor/Information Fusion, and Target Recognition XXXI

SPIE Conference Volume | 24 May 2021

Signal Processing, Sensor/Information Fusion, and Target Recognition XXX

SPIE Conference Volume | 5 June 2020

Signal Processing, Sensor/Information Fusion, and Target Recognition XXIX

SPIE Conference Volume | 22 August 2019

Signal Processing, Sensor/Information Fusion, and Target Recognition XXVIII

Showing 5 of 8 publications

Conference Committee Involvement (22)

Signal Processing, Sensor/Information Fusion, and Target Recognition XXXIII

22 April 2024 | National Harbor, Maryland, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXXII

1 May 2023 | Orlando, Florida, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXXI

4 April 2022 | Orlando, Florida, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXX

12 April 2021 | Online Only, Florida, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXIX

27 April 2020 | Online Only, California, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXVIII

15 April 2019 | Baltimore, MD, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXVII

16 April 2018 | Orlando, FL, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXVI

10 April 2017 | Anaheim, CA, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXV

18 April 2016 | Baltimore, MD, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXIV

20 April 2015 | Baltimore, MD, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXIII

5 May 2014 | Baltimore, MD, United States

Signal Processing, Sensor Fusion, and Target Recognition XXII

29 April 2013 | Baltimore, Maryland, United States

Signal Processing, Sensor Fusion, and Target Recognition XXI

23 April 2012 | Baltimore, Maryland, United States

Signal Processing, Sensor Fusion, and Target Recognition XX

25 April 2011 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XIX

5 April 2010 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XVIII

13 April 2009 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XVII

17 March 2008 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XVI

9 April 2007 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XV

17 April 2006 | Orlando (Kissimmee), Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XIV

28 March 2005 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XIII

12 April 2004 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XII

21 April 2003 | Orlando, Florida, United States

Showing 5 of 22 Conference Committees

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