Quick Info
Project Date
Jan. 19, 2014 - May 9, 2019
PIs:
Jon E. Froehlich (PI)
Sponsors:
University of Maryland Office of Sustainability
Keywords:
energy audits,
thermography,
robotics,
formative inquiry,
design probes,
sustainable hci,
human-robotic interaction,
environmental sustainability,
human-building interaction,
thermal cameras,
3d thermography,
aerial robotics,
automated energy auditing,
building assessment
News
Dec 10, 2018 | Jon
The Makeability Lab had five papers conditionally accepted to CHI'19. We'll see you in Glasgow! Stay tuned for more information. Hoping to post pre-prints in January!
Aug 01, 2018 | Jon
Please join me in congratulating Drs. Matt Mauriello and Lee Stearns who successfully passed their PhD defenses today. One of the true joys of being a professor is seeing students develop into independent scholars like Matt and Lee. Matt is now off to a post-doc at Stanford and Lee will join APL at Johns Hopkins. Thanks to the fantastic committee members as well who spanned from multiple disciplines, universities, and parts of the US! :) Matt's dissertation is entitled " Designing and Evaluating Next-generation Thermographic Systems to Support Residential Energy Audits" and available for download here and Lee's dissertation is entitled "Handsight: A Touch-based Wearable System to Increase Information Accessibility for People With Visual Impairments" and available here.
Jul 03, 2017 | Jon
Excited to announce that Matt Mauriello and his team had their temporal thermography poster accepted to this year's ACM Conference on Pervasive and Ubiquitous Computing (Ubicomp 2017). In addition to the poster, Matt also had his work accepted into the Doctoral Colloquium. Congratulations and keep up the good work!
Apr 25, 2017 | Jon
Congratulations to Matt Mauriello who was just selected as an All-S.T.A.R Fellow for his work on scalable thermography--one of sixteen across the entire Graduate School at UMD. The Graduate All-S.T.A.R. Fellowship honors graduate students who are both outstanding scholars and outstanding graduate assistants. Read more about the award here.
Congratulations to Matt Mauriello for passing his PhD proposal on mixed-initiative methods to scale thermographic energy auditing in space and time. Matt has much to celebrate this semester with getting into the Clark Faculty Fellow program, receiving two CHI paper acceptances, and now becoming a PhD candidate. Congrats Matt! And thanks to Andrea Wiggins and David Jacobs for serving on his committee.
Sep 02, 2016 | Matthew
Our research group (the Makeability Lab in the HCIL) is investigating new, scalable methods and tools for thermographic data collection and analysis. We are looking for talented, creative, and self-motivated undergraduate research assistants with strong technical backgrounds and an interest in environmental sustainability to work on a new, easily deployable thermographic sensor. We are specifically looking for student volunteers interested in developing valuable hardware and software skills over the course of the academic year while supporting an ongoing research project. Interested students should have one or more of the following skills and a keen interest in expanding their abilities in some of the other areas: Experience working with single-board computers and accessories Experience designing front-end and back-end web components Experience prototyping applications with Android devices Eagerness to learn and make with rapid prototyping technologies You will be working in the HCIL Hackerspace, will attend weekly research meetings, and will join a team of other talented undergraduate and graduate students. Our short term goal is a publication at CHI2017 and a potential submission to UIST2017. For best consideration, please read this page about undergraduate research and then send your CV and unofficial transcripts to mattm401@umd.edu and CC jonf@cs.umd.edu by September 21st. We will contact a subset of qualified candidates to setup interviews and request other materials. Full details are available on our announcement webpage. Please feel free to forward this announcement.
About
Smartphone-based Thermography
Building new methods and tools to support data collection and analysis
Our work focuses on thermography, a data collection and visual analytics technique utilizing thermal cameras, which energy auditors use to identify, diagnose, and document efficiency issues (e.g., missing insulation, air leakage) in buildings. The use of thermography during an energy audit helps the auditor find and communicate problems to building owners and including thermal imagery in inspection reports has been shown to lead to two primary outcomes: (i) an increased likelihood that the building owners will make retrofit decisions and (ii) an increased likelihood that building occupants will engage in conservation behaviors. With respect to increasing the overall energy efficiency of the built environment, both outcomes are desirable.
Our work investigates scaling thermographic inspections along two dimensions: first, scaling in terms of who can perform thermographic audits by building and evaluating computer assisted thermographic tools to help with both capture and analysis; second, scaling in terms of time by building and evaluating new indoor, automated temporal data collection and analysis tools. Related to this, we explore three key areas: (i) current thermographic energy auditing practices, (ii) the application of machine learning, image processing, and information visualization techniques to classify and gather insights from real world thermographic data, and (iii) developing new methods and tools to support human-oriented thermographic data collection and analysis activities.
Publications
Thermporal: An Easy-to-Deploy Temporal Thermographic Sensor System to Support Residential Energy Audits
Proceedings of CHI 2019 | Acceptance Rate: 23.8% (705 / 2960)
PDF | doi | Citation | Talk | Pervasive Thermography • Thermporal
A Large-Scale Analysis of YouTube Videos Depicting Everyday Thermal Camera Use
Proceedings of MobileHCI2018
PDF | doi | Citation | Talk | Pervasive Thermography
Designing and Evaluating Next-Generation Thermographic Systems to Support Residential Energy Audits
UMD CS PhD Dissertation
A Temporal Thermography System for Supporting Longitudinal Building Energy Audits
Extended Abstract Proceedings of Ubicomp 2017
PDF | doi | Citation | Pervasive Thermography • Thermporal
Scalable Methods and Tools to Support Thermographic Data Collection and Analysis for Energy Audits
Extended Abstract ACM Ubicomp 2017 Doctoral Colloquium
PDF | doi | Citation | Pervasive Thermography
Exploring Novice Approaches to Smartphone-based Thermographic Energy Auditing: A Field Study
Proceedings of CHI 2017 | Acceptance Rate: 25.0% (606 / 2424)
PDF | doi | Citation | Talk | Pervasive Thermography
The Future Role of Thermography in Human-Building Interaction
CHI 2016 Workshop: Future of Human-Building Interaction
Understanding the Role of Thermography in Energy Auditing: Current Practices and the Potential for Automated Solutions
Proceedings of CHI 2015
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Honorable Mention
PDF | doi | Citation | Pervasive Thermography
Towards Automated Thermal Profiling of Buildings at Scale Using Unmanned Aerial Vehicles and 3D-Reconstruction
Poster Proceedings of UbiComp 2014
Videos
Understanding the Role of Thermography in Energy Auditing: Current Practices and the Potential for Automated Solutions
Understanding the Role of Thermography in Energy Auditing: Current Practices and the Potential for Automated Solutions
Talks
Sept. 5, 2018 | MobileHCI 2018
Barcelona, Spain
PDF | PPTX | SlideShare | Paper | Pervasive Thermography
Aug. 1, 2018 | PhD Defense, Computer Science
University of Maryland, College Park
PDF | PPTX | Paper | Pervasive Thermography
May 9, 2017 | CHI2017
Denver, Colorado, USA
April 6, 2017 | Lecture Series at the Laboratory for Telecommunication Sciences
LTS Auditorium, College Park, MD
PDF | HandSight | Project Sidewalk | Pervasive Thermography | MakerWear | BodyVis
April 22, 2015 | CHI2015
Seoul, Republic of Korea
Photo Gallery
Project Members
Matthew L Mauriello
Jan 2014 - May 2019
PhD Student
Computer Science
University of Maryland
Pervasive Thermography | Thermporal | BodyVis
Leyla Norooz
Aug 2014 - Apr 2015
PhD Student
iSchool
University of Maryland
BodyVis | SharedPhys | PrototypAR
Manaswi Saha
Aug 2015 - Jan 2017
PhD Student
Computer Science and Engineering
University of Washington
Project Sidewalk | Accessibility-Infused Maps | AccessVis
Jamie H Gilkeson
Jun 2016 - Aug 2016
Undergrad
Computer Science
Drexel University
Pervasive Thermography | Thermporal | GlassEar
Noa Chazan
Sep 2016 - Dec 2017
Undergrad
Computer Science
University of Maryland
Pervasive Thermography | Thermporal | Project Sidewalk
Brenna McNally
Jun 2017 - Sep 2017
PhD Student
iSchool
University of Maryland
Pervasive Thermography | Thermporal | BodyVis
