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Bryan Reimer
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2020 – today
- 2023
- [j19]Li Ding, Jack Terwilliger, Aishni Parab, Meng Wang, Lex Fridman, Bruce Mehler, Bryan Reimer:
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild. ACM Trans. Comput. Hum. Interact. 30(6): 84:1-84:23 (2023) - [c39]Shiyan Yang, Angus McKerral, Megan Dawn Mulhall, Michael Graeme Lenné, Bryan Reimer, Pnina Gershon:
Takeover Context Matters: Characterising Context of Takeovers in Naturalistic Driving using Super Cruise and Autopilot. AutomotiveUI 2023: 112-122 - [c38]Zhouqiao Zhao, Zhensong Wei, Danyang Tian, Bryan Reimer, Pnina Gershon, Ehsan Moradi-Pari:
End-to-End Spatio-Temporal Attention-Based Lane-Change Intention Prediction from Multi-Perspective Cameras. IV 2023: 1-8 - [i18]Li Ding, Jack Terwilliger, Aishni Parab, Meng Wang, Lex Fridman, Bruce Mehler, Bryan Reimer:
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild. CoRR abs/2306.15073 (2023) - 2022
- [j18]Joshua E. Domeyer, John D. Lee, Heishiro Toyoda, Bruce Mehler, Bryan Reimer:
Driver-Pedestrian Perceptual Models Demonstrate Coupling: Implications for Vehicle Automation. IEEE Trans. Hum. Mach. Syst. 52(4): 557-566 (2022) - [j17]Joshua E. Domeyer, John D. Lee, Heishiro Toyoda, Bruce Mehler, Bryan Reimer:
Interdependence in Vehicle-Pedestrian Encounters and its Implications for Vehicle Automation. IEEE Trans. Intell. Transp. Syst. 23(5): 4122-4134 (2022) - [j16]Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman:
Value of Temporal Dynamics Information in Driving Scene Segmentation. IEEE Trans. Intell. Veh. 7(1): 113-122 (2022) - 2021
- [c37]Sandipan Banerjee, Ajjen Joshi, Jay Turcot, Bryan Reimer, Taniya Mishra:
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects. FG 2021: 1-8 - [c36]Li Ding, Rini Sherony, Bruce Mehler, Bryan Reimer:
Perceptual Evaluation of Driving Scene Segmentation. IV 2021: 1444-1450 - 2020
- [c35]Alberto Morando, Pnina Gershon, Bruce Mehler, Bryan Reimer:
Driver-initiated Tesla Autopilot Disengagements in Naturalistic Driving. AutomotiveUI 2020: 57-65 - [c34]Li Ding, Michael Glazer, Meng Wang, Bruce Mehler, Bryan Reimer, Lex Fridman:
MIT-AVT Clustered Driving Scene Dataset: Evaluating Perception Systems in Real-World Naturalistic Driving Scenarios. IV 2020: 232-237 - [d2]Li Ding, Michael Glazer, Jack Terwilliger, Bryan Reimer, Lex Fridman:
MIT DriveSeg (Semi-auto) Dataset. IEEE DataPort, 2020 - [d1]Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman:
MIT DriveSeg (Manual) Dataset. IEEE DataPort, 2020 - [i17]Sandipan Banerjee, Ajjen Joshi, Jay Turcot, Bryan Reimer, Taniya Mishra:
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects. CoRR abs/2012.02906 (2020)
2010 – 2019
- 2019
- [j15]Lex Fridman, Daniel E. Brown, Michael Glazer, William Angell, Spencer Dodd, Benedikt Jenik, Jack Terwilliger, Aleksandr Patsekin, Julia Kindelsberger, Li Ding, Sean Seaman, Alea Mehler, Andrew Sipperley, Anthony Pettinato, Bobbie D. Seppelt, Linda Angell, Bruce Mehler, Bryan Reimer:
MIT Advanced Vehicle Technology Study: Large-Scale Naturalistic Driving Study of Driver Behavior and Interaction With Automation. IEEE Access 7: 102021-102038 (2019) - [j14]Junghee Park, Karl Iagnemma, Bryan Reimer:
A User Study of Semi-Autonomous and Autonomous Highway Driving: An Interactive Simulation Study. IEEE Pervasive Comput. 18(1): 49-58 (2019) - [c33]Lex Fridman, Li Ding, Benedikt Jenik, Bryan Reimer:
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions. CVPR Workshops 2019: 146-154 - [c32]Lex Fridman, Li Ding, Benedikt Jenik, Bryan Reimer:
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions. CVPR Workshops 2019: 1335-1343 - [i16]Ben D. Sawyer, Sean Seaman, Linda Angell, Jonathan Dobres, Bruce Mehler, Bryan Reimer:
A Description of a Subtask Dataset with Glances. CoRR abs/1902.03239 (2019) - [i15]Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman:
Value of Temporal Dynamics Information in Driving Scene Segmentation. CoRR abs/1904.00758 (2019) - [i14]Dina Aladawy, Michael Glazer, Jack Terwilliger, Henri Schmidt, Joshua E. Domeyer, Bruce Mehler, Bryan Reimer, Lex Fridman:
Eye Contact Between Pedestrians and Drivers. CoRR abs/1904.04188 (2019) - [i13]Jack Terwilliger, Michael Glazer, Henri Schmidt, Joshua E. Domeyer, Heishiro Toyoda, Bruce Mehler, Bryan Reimer, Lex Fridman:
Dynamics of Pedestrian Crossing Decisions Based on Vehicle Trajectories in Large-Scale Simulated and Real-World Data. CoRR abs/1904.04202 (2019) - 2018
- [j13]Joonbum Lee, Mauricio Muñoz, Lex Fridman, Trent Victor, Bryan Reimer, Bruce Mehler:
Investigating the correspondence between driver head position and glance location. PeerJ Comput. Sci. 4: e146 (2018) - [c31]Lex Fridman, Bryan Reimer, Bruce Mehler, William T. Freeman:
Cognitive Load Estimation in the Wild. CHI 2018: 652 - [i12]Julia Kindelsberger, Lex Fridman, Michael Glazer, Bryan Reimer:
Designing Toward Minimalism in Vehicle HMI. CoRR abs/1805.02787 (2018) - 2017
- [c30]Lex Fridman, Bryan Reimer:
Semi-Automated Annotation of Discrete States in Large Video Datasets. AAAI Workshops 2017 - [c29]Bobbie Seppelt, Sean Seaman, Linda Angell, Bruce Mehler, Bryan Reimer:
Differentiating Cognitive Load Using a Modified Version of AttenD. AutomotiveUI 2017: 114-122 - [c28]Hillary Abraham, Bobbie Seppelt, Bruce Mehler, Bryan Reimer:
What's in a Name: Vehicle Technology Branding & Consumer Expectations for Automation. AutomotiveUI 2017: 226-234 - [c27]Lex Fridman, Heishiro Toyoda, Sean Seaman, Bobbie Seppelt, Linda Angell, Joonbum Lee, Bruce Mehler, Bryan Reimer:
What Can Be Predicted from Six Seconds of Driver Glances? CHI 2017: 2805-2813 - [i11]Lex Fridman, Benedikt Jenik, Shaiyan Keshvari, Bryan Reimer, Christoph Zetzsche, Ruth Rosenholtz:
A Fast Foveated Fully Convolutional Network Model for Human Peripheral Vision. CoRR abs/1706.04568 (2017) - [i10]Lex Fridman, Bruce Mehler, Lei Xia, Yangyang Yang, Laura Yvonne Facusse, Bryan Reimer:
To Walk or Not to Walk: Crowdsourced Assessment of External Vehicle-to-Pedestrian Displays. CoRR abs/1707.02698 (2017) - [i9]Lex Fridman, Benedikt Jenik, Bryan Reimer:
Arguing Machines: Perception-Control System Redundancy and Edge Case Discovery in Real-World Autonomous Driving. CoRR abs/1710.04459 (2017) - [i8]Lex Fridman, Daniel E. Brown, Michael Glazer, William Angell, Spencer Dodd, Benedikt Jenik, Jack Terwilliger, Julia Kindelsberger, Li Ding, Sean Seaman, Hillary Abraham, Alea Mehler, Andrew Sipperley, Anthony Pettinato, Bobbie Seppelt, Linda Angell, Bruce Mehler, Bryan Reimer:
MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation. CoRR abs/1711.06976 (2017) - 2016
- [j12]Jonathan Dobres, Nadine Chahine, Bryan Reimer, David Gould, Nan Zhao:
The effects of Chinese typeface design, stroke weight, and contrast polarity on glance based legibility. Displays 41: 42-49 (2016) - [j11]Lex Fridman, Philipp Langhans, Joonbum Lee, Bryan Reimer:
Driver Gaze Region Estimation without Use of Eye Movement. IEEE Intell. Syst. 31(3): 49-56 (2016) - [j10]Lex Fridman, Joonbum Lee, Bryan Reimer, Trent Victor:
'Owl' and 'Lizard': patterns of head pose and eye pose in driver gaze classification. IET Comput. Vis. 10(4): 308-313 (2016) - [j9]Lex Fridman, Daniel E. Brown, William Angell, Irman Abdic, Bryan Reimer, Hae Young Noh:
Automated synchronization of driving data using vibration and steering events. Pattern Recognit. Lett. 75: 9-15 (2016) - [c26]Jonathan Dobres, Bryan Reimer, Nadine Chahine:
The Effect of Font Weight and Rendering System on Glance-Based Text Legibility. AutomotiveUI 2016: 91-96 - [c25]Sean Seaman, Joonbum Lee, Linda Angell, Bruce Mehler, Bobbie Seppelt, Bryan Reimer:
Exploring Generalizability of Field Experiment Radio Tasks with Naturalistic Driving Data: A Comparison with SHRP2 NEST. AutomotiveUI (adjunct) 2016: 111-116 - [c24]Joshua E. Domeyer, Sean Seaman, Linda Angell, Joonbum Lee, Bryan Reimer, Chong Zhang, Birsen Donmez:
SHRP2 NEST Database: Exploring Conditions of Secondary Task Engagement in Naturalistic Trip Data. AutomotiveUI (adjunct) 2016: 185-190 - [c23]Bryan Reimer, Anthony Pettinato, Lex Fridman, Joonbum Lee, Bruce Mehler, Bobbie Seppelt, Junghee Park, Karl Iagnemma:
Behavioral Impact of Drivers' Roles in Automated Driving. AutomotiveUI 2016: 217-224 - [c22]Andrew L. Kun, Thomas M. Gable, Paul A. Green, Bryan Reimer, Christian P. Janssen, Peter Fröhlich, W. Thomas Miller III, Ivan Tashev, Shamsi T. Iqbal:
CLW 2016: The Sixth Workshop on Cognitive Load and In-Vehicle Human-Machine Interaction. AutomotiveUI (adjunct) 2016: 237-239 - [c21]Irman Abdic, Lex Fridman, Daniel E. Brown, William Angell, Bryan Reimer, Erik Marchi, Björn W. Schuller:
Detecting road surface wetness from audio: A deep learning approach. ICPR 2016: 3458-3463 - [c20]Irman Abdic, Lex Fridman, Daniel McDuff, Erik Marchi, Bryan Reimer, Björn W. Schuller:
Driver Frustration Detection from Audio and Video in the Wild. IJCAI 2016: 1354-1360 - [i7]Joonbum Lee, Mauricio Muñoz, Lex Fridman, Trent Victor, Bryan Reimer, Bruce Mehler:
Investigating Drivers' Head and Glance Correspondence. CoRR abs/1602.07324 (2016) - [i6]Lex Fridman, Heishiro Toyoda, Sean Seaman, Bobbie Seppelt, Linda Angell, Joonbum Lee, Bruce Mehler, Bryan Reimer:
What Can Be Predicted from Six Seconds of Driver Glances? CoRR abs/1611.08754 (2016) - [i5]Lex Fridman, Bryan Reimer:
Semi-Automated Annotation of Discrete States in Large Video Datasets. CoRR abs/1612.01035 (2016) - 2015
- [j8]Yutao Ba, Wei Zhang, Bryan Reimer, Yan Yang, Gavriel Salvendy:
The effect of communicational signals on drivers' subjective appraisal and visual attention during interactive driving scenarios. Behav. Inf. Technol. 34(11): 1107-1118 (2015) - [j7]Chaiwoo Lee, Bruce Mehler, Bryan Reimer, Joseph F. Coughlin:
User Perceptions Toward In-Vehicle Technologies: Relationships to Age, Health, Preconceptions, and Hands-On Experience. Int. J. Hum. Comput. Interact. 31(10): 667-681 (2015) - [c19]Mauricio Muñoz, Bryan Reimer, Bruce Mehler:
Exploring new qualitative methods to support a quantitative analysis of glance behavior. AutomotiveUI 2015: 125-132 - [c18]Daniel E. Brown, Bryan Reimer, Bruce Mehler, Jonathan Dobres:
An on-road study involving two vehicles: observed differences between an auditory and haptic lane departure warning system. AutomotiveUI (adjunct) 2015: 140-145 - [c17]Thomas McWilliams, Bryan Reimer, Bruce Mehler, Jonathan Dobres, Joseph F. Coughlin:
Effects of age and smartphone experience on driver behavior during address entry: a comparison between a Samsung Galaxy and Apple iPhone. AutomotiveUI 2015: 150-153 - [i4]Lex Fridman, Philipp Langhans, Joonbum Lee, Bryan Reimer:
Driver Gaze Estimation Without Using Eye Movement. CoRR abs/1507.04760 (2015) - [i3]Lex Fridman, Joonbum Lee, Bryan Reimer, Trent Victor:
"Owl" and "Lizard": Patterns of Head Pose and Eye Pose in Driver Gaze Classification. CoRR abs/1508.04028 (2015) - [i2]Lex Fridman, Daniel E. Brown, William Angell, Irman Abdic, Bryan Reimer, Hae Young Noh:
Automated Synchronization of Driving Data Using Vibration and Steering Events. CoRR abs/1510.06113 (2015) - [i1]Irman Abdic, Lex Fridman, Erik Marchi, Daniel E. Brown, William Angell, Bryan Reimer:
Detecting Road Surface Wetness from Audio: A Deep Learning Approach. CoRR abs/1511.07035 (2015) - 2014
- [c16]Andrew L. Kun, W. Thomas Miller III, Peter Fröhlich, Ivan Tashev, Paul A. Green, Shamsi T. Iqbal, Bryan Reimer, Thomas M. Gable, Peter A. Heeman:
CLW 2014: The Fourth Workshop on Cognitive Load and In-Vehicle Human-Machine Interaction. AutomotiveUI (adjunct) 2014: 1:1-1:4 - [c15]Bryan Reimer, Chuck Gulash, Bruce Mehler, James P. Foley, Stephen Arredondo, Alexander Waldmann:
The MIT AgeLab n-back: a multi-modal android application implementation. AutomotiveUI (adjunct) 2014: 2:1-2:6 - [c14]Jonathan Dobres, Bryan Reimer, Bruce Mehler, Nadine Chahine, David Gould:
A Pilot Study Measuring the Relative Legibility of Five Simplified Chinese Typefaces Using Psychophysical Methods. AutomotiveUI 2014: 13:1-13:5 - [c13]Chaiwoo Lee, Bruce Mehler, Alea C. Mehler, Joseph F. Coughlin, Bryan Reimer:
Relationship between Drivers' Self-Reported Health and Technology Perceptions Across the Lifespan. AutomotiveUI (adjunct) 2014: 14:1-14:6 - [c12]Bryan Reimer, Bruce Mehler, Jonathan Dobres, Hale McAnulty, Alea Mehler, Daniel Munger, Adrian Rumpold:
Effects of an 'Expert Mode' Voice Command System on Task Performance, Glance Behavior & Driver Physiology. AutomotiveUI 2014: 23:1-23:9 - [c11]Daniel Munger, Bruce Mehler, Bryan Reimer, Jonathan Dobres, Anthony Pettinato, Brahmi Pugh, Joseph F. Coughlin:
A Simulation Study Examining Smartphone Destination Entry while Driving. AutomotiveUI 2014: 28:1-28:5 - [c10]Erin Treacy Solovey, Marin Zec, Enrique Abdon Garcia Perez, Bryan Reimer, Bruce Mehler:
Classifying driver workload using physiological and driving performance data: two field studies. CHI 2014: 4057-4066 - 2013
- [j6]Andrew L. Kun, Linda Ng Boyle, Bryan Reimer, Andreas Riener:
AutomotiveUI: Interacting with Technology in Vehicles. IEEE Pervasive Comput. 12(2): 80-82 (2013) - 2012
- [j5]Bruce Mehler, Bryan Reimer, Joseph F. Coughlin:
Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task: An On-Road Study Across Three Age Groups. Hum. Factors 54(3): 396-412 (2012) - [j4]Bryan Reimer, Bruce Mehler, Ying Wang, Joseph F. Coughlin:
A Field Study on the Impact of Variations in Short-Term Memory Demands on Drivers' Visual Attention and Driving Performance Across Three Age Groups. Hum. Factors 54(3): 454-468 (2012) - [c9]Bryan Reimer, Bruce Mehler, Ying Wang, Alea Mehler, Hale McAnulty, Erin Mckissick, Joseph F. Coughlin, Steve Matteson, Vladimir Levantovsky, David Gould, Nadine Chahine, Geoff Greve:
An exploratory study on the impact of typeface design in a text rich user interface on off-road glance behavior. AutomotiveUI 2012: 25-32 - [c8]Yan Yang, Bryan Reimer, Bruce Mehler, Alan Wong, Mike McDonald:
Exploring differences in the impact of auditory and visual demands on driver behavior. AutomotiveUI 2012: 173-177 - [c7]Bruce Mehler, Bryan Reimer, Marin Zec:
Defining workload in the context of driver state detection and HMI evaluation. AutomotiveUI 2012: 187-191 - [c6]Yan Yang, Mike McDonald, Bryan Reimer, Bruce Mehler:
Are drivers aware of their behavior changes when using In-Vehicle systems. ITSC 2012: 1515-1518 - 2011
- [j3]Joseph F. Coughlin, Bryan Reimer, Bruce Mehler:
Monitoring, Managing, and Motivating Driver Safety and Well-Being. IEEE Pervasive Comput. 10(3): 14-21 (2011)
2000 – 2009
- 2009
- [c5]Bryan Reimer, Bruce Mehler, Joseph F. Coughlin, Kathryn M. Godfrey, Chuanzhong Tan:
An on-road assessment of the impact of cognitive workload on physiological arousal in young adult drivers. AutomotiveUI 2009: 115-118 - [c4]Alexander Gruenstein, Jarrod Orszulak, Sean Liu, Shannon C. Roberts, Jeff Zabel, Bryan Reimer, Bruce Mehler, Stephanie Seneff, James R. Glass, Joseph F. Coughlin:
City browser: developing a conversational automotive HMI. CHI Extended Abstracts 2009: 4291-4296 - [c3]Joseph F. Coughlin, Jasmin Lau, Lisa A. D'Ambrosio, Bryan Reimer:
Adult children's perceptions of intelligent home systems in the care of elderly parents. i-CREATe 2009: 12:1-12:4 - 2008
- [c2]Bryan Reimer, Bruce Mehler, Joseph F. Coughlin, Ying Wang, Lisa A. D'Ambrosio, Nicholas Roy, Jonathon Long, Avonne Bell, Danielle Wood, Jeffery A. Dusek:
A Comparison of the Effect of a Low to Moderately Demanding Cognitive Task on Simulated Driving Performance and Heart Rate in Middle Aged and Young Adult Drivers. CW 2008: 493-500 - 2006
- [j2]Bryan Reimer, Manbir Sodhi, Vaidyanathan Jayaraman:
Truck sizing models for recyclables pick-up. Comput. Ind. Eng. 51(4): 621-636 (2006) - 2002
- [c1]Manbir Sodhi, Bryan Reimer, J. L. Cohen, E. Vastenburg, R. Kaars, Susan S. Kirschenbaum:
On-road driver eye movement tracking using head-mounted devices. ETRA 2002: 61-68 - 2001
- [j1]Manbir Singh Sodhi, Bryan Reimer:
Models for recycling electronics end-of-life products. OR Spectr. 23(1): 97-115 (2001)
Coauthor Index
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