TARS receives $746,916 from NSF
to build a 200+ sensor facility for capturing the behavior of large groups of humans in everyday real-world environments.
Nov 3, 2017: Congratulations to TARS
for having four papers accepted to Multimedia Modeling! In particular, congrats to Hunter, Nikolas, Ben, and alumnus Lintao.
Come join us at TARS!
Directed Studies, RAs and TAs are available for qualified candidates to work in computer graphics, computer vision, virtual reality, human-computer interaction, linguistics, data mining, and software engineering.
Nov 1, 2017: Welcome to the new students
We have several freshmen who have recently joint the studio: Alex Kupin, Hannah DeFazio, Drew Burney, Justin, Opini, Jenna Ryan, and Megan Porga.

RESEARCH

3D RECONSTRUCTION OF HUMAN INTERACTIONS
USING MULTIPLE KINECTS

PIs: Dr. Sean Banerjee, Dr. Natasha Banerjee
Graduate Students: Yijun Jiang (CS, PhD), Hunter Quant (CS, MS)
Undergraduate Students: David Russell (EE/CS, Honors), Nikolas Lamb (CS), Andrew Davis (CE),
Timothy Dunn (EE/CS, Honors + Goldwater Scholar), Matthew Inkawhich (SE), Scott Straw (CS)
Fields Spanned: Computer Vision, Computer Graphics, Linguistics, Software Engineering, Human-Computer Interaction
Press:    NorthCountryNow    

ENRICHING 3D MODELS FOR MIXED REALITY

PI: Dr. Natasha Banerjee, Co-PI: Dr. Sean Banerjee
Graduate Students: Lintao Guo (CS, MS), Yijun Jiang (CS, PhD)
Undergraduate Students: Nikolas Lamb (CS), Phillip Tibberts (CS, Honors), Benjamin Lowit (CE)
Fields Spanned: Computer Vision, Computer Graphics, Mixed Reality (AR/VR)
Related Publications:    MMM2018    |    ICRA2016    |    SIGGRAPH2014

UNDERSTANDING USER BEHAVIOR IN ONLINE REPOSITORIES

PI: Dr. Sean Banerjee, Co-PI: Dr. Natasha Banerjee
Graduate Student: Marc Bishop (EE, MS)
Undergraduate Students: Tim Dunn (EE/CS, Honors), Matthew Inkawhich (SE),
Eric Sognefest (CS), Emily Campbell (SE, Honors)
Fields Spanned: Linguistics, Software Engineering, Data Mining
Related Publications:    JIST2016    |    IWSF2016    |    BIGDSE2015    |
    HASE2015    |    ISSRE2013    |    WOSD2012    
Press:    Daily Courier Observer    

PARAMETRIC MODULARIZED 3D PRINTING

PIs: Dr. Sean Banerjee, Dr. Natasha Banerjee
Graduate Student: Yijun Jiang (CS, PhD)
Undergraduate Students: Nikolas Lamb (CS), David Russell (EE/CS, Honors)
Fields Spanned: Computer Graphics, Computer Vision, 3D Printing, 3D Scanning
Related Publications:    MMM2018    

VIRTUAL REALITY DRIVING SIMULATIONS

PIs: Dr. Natasha Banerjee and Dr. Sean Banerjee
Graduate Student: Hunter Quant (CS, MS)
Undergraduate Student: Benjamin Moeller (CS)
Fields Spanned: Computer Graphics, Mixed Reality (AR/VR)

IMAGE-BASED TEXTUAL FORENSICS IN SOCIAL MEDIA CONTENT

PIs: Dr. Natasha Banerjee, Dr. Sean Banerjee
Graduate Student: Corey Pentasuglia (CS, PhD)
Undergraduate Student: Gus Naughton (CS)
Fields Spanned: Computer Vision, Linguistics
Related Publications:    ASIA2017
Press:    Clarkson News    |    North Country Now    

DRIVE TIME CALCULATIONS USING GROUPING

PI: Dr. Sean Banerjee
Undergraduate Student: Damon Gwinn (CS)
Fields Spanned: Machine Learning, Data Mining
Related Publications:    GISTAM2018    

ABOUT THE STUDIO

The Terascale All-sensing Research Studio, co-directed by Dr. Sean Banerjee and Dr. Natasha Banerjee from the Department of Computer Science at Clarkson University, leverages the understanding of large human interactions in online and real-world environments to perform research in computer vision, computer graphics, linguistics, human-computer interaction, and software engineering. The studio houses a five-Kinect + two-microphone capture space, an eight-Raspberry Pi camera microenvironment, a virtual reality space, and two 3D printers. We perform research on leveraging multi-sensor systems in computer vision, computer graphics, human-computer interaction, software engineering, biometrics, and linguistics.

The studio has received significant press attention, and has produced winners of awards such as the Symposium on Undergraduate Research Experiences (SURE) Best Oral and Poster Presentations, Research and Presentation Showcase (RAPS) Best Oral Presentations, and the Goldwater Scholarship. Through the work done at the studio, our students have received undergraduate research experiences at institutions such as Carnegie Mellon University and Los Alamos National Laboratory. We supervise several undergraduate and Honors student theses, and we have close ties with the Honors Program at Clarkson University for mentorship of students.

We are actively hiring undergraduate and graduate researchers of high caliber to perform research at the studio. Contact Dr. Natasha Banerjee (nbanerje atsymb clarkson dotsymb edu) for research in vision and graphics, Dr. Sean Banerjee (sbanerje atsymb clarkson dotsymb edu) for research in linguistics and software engineering, and either for research in human-computer interaction.

We affectionately call the studio TARS (which has been backronymed to its current name). The studio is named after our loud but competent server, which in turn is named after a robotic character from a certain 2014 science-fiction movie.

PEOPLE

DIRECTORS

Natasha Banerjee
Assistant Professor
Computer Science
Sean Banerjee
Assistant Professor
Computer Science

GRADUATE STUDENTS

Yijun Jiang
PhD
Computer Science
Winner, RAPS Spring 2017
Hunter Quant
MS
Computer Science
Winner, RAPS Spring 2017

UNDERGRADUATE STUDENTS

Nikolas Lamb
Computer Science
Winner, RAPS 2017
David Russell
Electrical Engineering /
Computer Science
Honors
Winner, SURE Summer 2016
Damon Gwinn
Computer Science
Winner, RAPS 2017
Tim Dunn
Electrical Engineering /
Computer Science
Honors, Goldwater Scholar
Winner, SURE Summer 2016
Phillip Tibberts
Computer Science
Winner, SURE Summer 2016
Eric Sognefest
Computer Science
Winner, RAPS Spring 2017
Benjamin Lowit
Computer Engineering
Scott Straw
Computer Engineering
Benjamin Moeller
Computer Science
Hannah DeFazio
Computer Science /
Computer Engineering
Honors
Megan Porga
Computer Science /
Digital Arts
Honors
Jenna Ryan
Computer Science /
Computer Engineering
Honors
Alex Kupin
Computer Science
Justin Opini
Electrical Engineering /
Computer Science
Drew Burney
Computer Science
Gus Naughton
Computer Science
Syracuse University TEDx 2017 Speaker

ALUMNI

Marc Bishop
MS
Electrical Engineering
Lintao Guo
MS
Computer Science
Matthew Inkawhich
BS
Software Engineering

PUBLICATIONS

PRIMARY PUBLICATIONS THROUGH THE STUDIO

[GISTAM2018] D. Gwinn, J. Helmick, N. Banerjee, and S. Banerjee (2018). Optimal Estimation of Census Block Group Clusters to Improve the Computational Efficiency of Drive Time Calculations. 4th International Conference on Geographical Information Systems Theory, Applications and Management, Funchal, Portugal.

[MMM2018.1] L. Guo, H. Quant, N. Lamb, B. Lowit, S. Banerjee, and N. K. Banerjee (2018). Spatiotemporal 3D Models of Aging Fruit from Multi-View Time-Lapse Videos. The 24th International Conference on Multimedia Modeling, Bangkok, Thailand.

[MMM2018.2] L. Guo, H. Quant, N. Lamb, B. Lowit, N. K. Banerjee, and S. Banerjee (2018). Multi-Camera Microenvironment to Capture Multi-view Time-lapse Videos for 3D Analysis of Aging Objects. The 24th International Conference on Multimedia Modeling, Bangkok, Thailand.

[MMM2018.3] H. Quant, S. Banerjee, and N. K. Banerjee (2018). A Virtual Reality Interface for Interactions with Spatiotemporal 3D Data. The 24th International Conference on Multimedia Modeling, Bangkok, Thailand.

[MMM2018.4] N. Lamb, N. K. Banerjee, and S. Banerjee (2018). Programmatic 3D Printing of a Revolving Camera Track to Automatically Capture Dense Images for 3D Scanning of Objects. The 24th International Conference on Multimedia Modeling, Bangkok, Thailand.

[ASIA2017] N. Banerjee, M. Simms, and S. Banerjee (2017). Image-based Keyword Search and Activity Retrieval for Social Medial Forensics. 12th Annual Symposium on Information Assurance (co-located with 20th Annual New York State Cyber Security Conference), Albany, New York.

[IWSF2016] T. Dunn, N. Banerjee, and S. Banerjee (2016). GPU Acceleration of Document Similarity Measures for Automated Bug Triaging. 1st International Workshop on Software Faults (co-located with 27th International Symposium on Software Reliability Engineering, ISSRE), Ottawa, Canada.

[SANER2016] T. Fanelli, S. Simons, and S. Banerjee (2016). A Systematic Framework for Modernizing Legacy Application Systems. 23rd Int'l. Conference of Sofware Analysis, Evolution, and Reengineering, Osaka, Japan.

OTHER PUBLICATIONS BY STUDIO AUTHORS

[ICRA2016] Z. Cao, Y. Sheikh, and N. K. Banerjee (2016). Real-time scalable 6DOF pose estimation for textureless objects. IEEE Conference on Robotics and Automation, Stockholm, Sweden.

[ICMLA2016] Y. Gao, D. Hou, N. K. Banerjee, and S. Banerjee (2016). Water Fixture Identification in Smart Housing: A Domain Knowledge Based Case Study. 15th Int'l Conference on Machine Learning and Applications, Anaheim, California.

[ISC22016] Y. Gao, D. Hou, and S. Banerjee (2016). Fixture Identification from Aggregated Hot Water Consumption Data. 2nd Int'l Smart Cities Conference, Trento, Italy.

[JIST2016] S. Banerjee, Z. Syed, J. Helmick, M. Culp, K. Ryan, and B. Cukic (2016). Automated triaging of very large bug repositories. Journal of Information and Software Technology.

[BIGDSE2015] S. Banerjee, and B. Cukic (2016). On the cost of mining very large open source repositories. 1st Int'l. Workshop on Big Data Software Engineering (co-located with 37th Int'l Conference on Software Engineering), Firenze, Italy.

[HASE2015] S. Banerjee, J. Helmick, Z. Syed, and B. Cukic (2015) Eclipse vs. Mozilla: A Comparison of Two Large-Scale Open Source Problem Report Repositories. IEEE Int'l High Assurance Systems Engineering Symposium, Daytona, Florida.

[SIGGRAPH2014] N. Kholgade (now N. K. Banerjee), T. Simon, A. Efros, and Y. Sheikh (2014). 3D Object Manipulation in a Single Photograph using Stock 3D Models. ACM Transations on Graphics (Proceedings of SIGGRAPH 2014).

[ISSRE2013] S. Banerjee, Z. Syed, J. Helmick, and B. Cukic (2013). A Fusion Approach For Classifying Duplicate Problem Reports. Int'l Symposium on Software Reliability Engineering, Pasadena, California.

[WOSD2012] S. Banerjee, J. Musgrove, and B. Cukic (2012). Handling Language Variations in Open Source Bug Reporting Systems. 2nd Int'l. Workshop on Open Systems Dependability: Adaptation to Changing World, Dallas, Texas.

Copyright © Natasha Kholgade Banerjee. All rights reserved.