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Publications

2017

P. Parmar, B. T. Morris, "Learning to score olympic events," in CVPR: Computer Vision in Sports Workshop, Honolulu, HI, Jul. 2017. [pdf]

M. S. Shirazi and B. T. Morris, "Investigation of safety analysis methods using computer vision techniques," Journal of Electronic Imaging,, vol. 26, no. 5., pp. 051404, 2017. [pdf]

R. Hickman, L. Popescu, R. Manzanares, B. Morris, S.-P. Lee, and J. S. Dufek, "Use of active video gaming in children with neuromotor dysfunction: a systematic review," Developmental Medicine & Child Neurology. [pdf]

B. T. Morris and M. S. Shirazi, "Intersection monitoring using computer vision techniques for capacity, delay, and safety analysis," John Wiley & Sons, Ltd. 2017. [pdf]

M. S. Shirazi and B. T. Morris, "Looking at intersections: A survey of intersection monitoring, behavior & safety analysis of recent studies," in IEEE Trans. Intell. Transp. Syst.,, vol. 18, no. 1., pp. 4-24, Jan. 2017. [pdf]

2016

M. S. Shirazi and B. T. Morris, "Vision-based vehicle and pedestrian tracking of intersection videos," in International Journal on Artificial Intelligence Tools,, vol. 25, no. 05., 2016. [pdf]

M. S. Shirazi and B. T. Morris, "Vision-based pedestrian behavior analysis at intersections," in Journal of Electronic Imaging, pp. 051203, March, 2016. [pdf] [Bibtex]

F. Bousetouane and B. Morris, "Fast CNN surveillance pipeline for fine-grained vessel classification and detection in maritime scenarios," in Proc. IEEE Inter. Conf. on Advanced Video and Signal based Surveillance,, Colorado Springs, Colorado, Aug. 2016. [pdf]

P. Parmar, B. T. Morris, "Measuring the Quality of Exercises," in in IEEE Inter. Conf. Engineering in Medicine and Biology Society, Orlando, Florida, Aug. 2016. [pdf]

M. S. Shirazi, B. Morris, "Vision-based pedestrian monitoring at intersections including behavior and crossing count," in 2016 IEEE Intelligent Vehicles Symposium (IV), pp. 1022-1027, June, 2016. [pdf] [Bibtex]

J. T. Turner, K. M. Gupta, B. Morris, and D. W. Aha, "Keypoint density- based region proposal for fine-grained object detection and classification using regions with convolutional neural network features," in arXiv prepint arXiv:1603.00502v1, 2016. [pdf]

M. S. Shirazi, B. Morris, "Vision-Based Turning Movement Monitoring: Count, Speed and Waiting Time Estimation," in IEEE Intelligent Transportation Systems Magazine 8 (1), pp. 23-34, January, 2016. [pdf] [Bibtex]

2015

F. Bousetouane , B. Morris, "Off-the-Shelf CNN Features for Fine-Grained Classification of Vessels in a Maritime Environment," in International Symposium on Visual Computing, pp. 379-388, December, 2015. [pdf]

M. S. Shirazi, B. Morris, "Safety Quantification of Intersections Using Computer Vision Techniques," in International Symposium on Visual Computing, pp. 752-761, December, 2015. [pdf]

M. S. Shirazi, B. Morris, "Vision-Based Vehicle Counting with High Accuracy for Highways with Perspective View," in International Symposium on Visual Computing, pp. 809-818, December, 2015. [pdf]

M. S. Shirazi, B. Morris, "Vision-based Vehicle Queue Analysis at Junctions," in IEEE International Conference on Advanced Video and Signal Based Surveillance, pp. 1-6, August, 2015, Karlsruhe, Germany. [pdf]

M. S. Shirazi, B. Morris, "A Typical Video-based Framework for Counting, Behavior and Safety Analysis at Intersections," in IEEE Intelligent Vehicles Symposium, pp. 1264-1269, June, 2015, Seoul, Korea. [pdf]

M. S. Shirazi, B. Morris, "Observing Behaviors at Intersections: A Review of Recent Studies & Developments," in IEEE Intelligent Vehicles Symposium, pp. 1258-1263, June, 2015, Seoul, Korea. [pdf]

M. S. Shirazi, B. T. Morris, "Fast Edge Detection Architecture using Different Levels of Parallelism on a FPGA," International Journal of Computer Applications, vol. 113, no. 13, 1-8. [pdf]

2014

M. S. Shirazi and B. Morris, "Contextual combination of appearance and motion for intersection videos with vehicles and pedestrians," in Advances in Visual Computing, ser. Lecture Notes in Computer Science, Dec. 2014, p. 708. [pdf]

M. S. Shirazi and B. Morris, "Vision-based turning movement counting at intersections by cooperating zone and trajectory comparison modules," in Proc. IEEE Conf. Intell. Transport. Syst., Oct., 2013, pp. 1772-1777. [pdf]

B. Tian, B. Morris, M. Tang, Y. Liu, Y. Yao, C. Gou, D. Shen, and S. Tang, "Hierarchical and networked vehicle surveillance in its: A survey," IEEE Trans. Intell. Transp. Syst., vol. PP, no. 99, 1-24. [pdf]

2013

B. T. Morris and M. M. Trivedi, "Understanding vehicular traffic behavior from video: a survey of unsupervised approaches," Journal of Electronic Imaging vol. 22, no.4, Oct. 2013. [pdf]

S. Sivaraman, B. Morris, M. Trivedi, "Observing on-road vehicle behavior: Issues, approaches, and perspectives," in Proc. IEEE Conf. Intell. Transport. Syst., Oct., 2013. [pdf]

M Chua, D. W. Aha, B. Auslander, K. Gupta, and B. Morris, "Comparison of object detection algorithms on maritime vessels," Technical Report AIC-14-041, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, 2013. [pdf]

M.S. Shirazi, B. Morris, and H. Selvaraj. "Fast FPGA-based fault injection tool for embedded processors," in Intl. Symposium on Quality Electronic Design, pages 476-480, San Jose, CA, 2013. [pdf]

2012

B. T. Morris, C. Tran, G. Scora, M. M. Trivedi, and M. J. Barth, "Real-Time Video-Based Traffic Measurement and Visualization System for Energy/Emissions," IEEE Trans. Intell. Transp. Syst., vol. 13, no. 4, pp. 1667-1678, Dec. 2012. [pdf]

B. Morris, D. W. Aha, B. Auslander, and K. Gupta, "Learning and leveraging context for maritime threat analysis: Vessel classification using Exemplar-SVM," NCARAI Technical Note, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, 2012. [pdf]

2011

B. T. Morris and M. M. Trivedi, "Trajectory Learning for Activity Understanding: Unsupervised, Multilevel, and Long-Term Adaptive Approach," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 11, pp. 2287-2301, Nov. 2011. [pdf] [data]

S. Sivaraman, B. Morris, M. Trivedi, "Learning Multi-Lane Trajectories using Vehicle-Based Vision," IEEE Inter. Conf. on Computer Vision Workshop on Computer Vision in Vehicle Technology., Nov., 2011, pp. 2070-2076. [pdf]

G. Scora, B. Morris, M. Barth, and M. Trivedi, "Real-Time Roadway Emissions Estimation using Visual Traffic Measurements", in IEEE Forum on Integrated and Sustainable Transport. Syst., Jul. 2011, pp. 40-47. [pdf]

B. Morris, A. Doshi, and M. Trivedi, "Lane Change Intent Prediction for Driver Assistance: On-Road Design and Evaluation", in Proc. IEEE Intell. Veh. Symposium, Jun. 2011, pp. 895-901. [pdf]

A. Doshi, B. T. Morris, and M. M. Trivedi. "On-Road Prediction of Driver' Intent with Multimodal Sensory Cues", IEEE Pervasive Computing, vol. 10, no. 3, pp. 22-34, Mar. 2011, Special Issue for Automotive Pervasive Computing. [pdf]

2010

B. Morris and M. Trivedi, "Map interface for geo-registering and monitoring distributed events," in Proc. IEEE Conf. Intell. Transport. Syst., Sep. 2010, pp. 962-967. [pdf]

B. Morris and M. Trivedi, "Vehicle Iconic Surround Observer: Visualization Platform for Intelligent Driver Support Applications," in Proc. IEEE Intell. Veh. Symposium, San Diego, California, June. 2010, pp. 168-173. Honorable Mention, Best Poster Award [pdf]

B. T. Morris and M. M. Trivedi, "Contextual activity visualization from long-term video observations," IEEE Intell. Syst., vol. 25, no. 3, pp. 50-62, 2010, Special Issue on Intelligent Monitoring of Complex Environments. [pdf]

2009

B. Morris and M. Trivedi, "Unsupervised learning of motion patterns of rear surrounding vehicles," in Proc. IEEE Conf. Veh. Elec. and Safety, Pune, India, Nov. 2009, pp. 80-85 [pdf]

B. T. Morris and M. M. Trivedi, "Learning Trajectory Patterns by Clustering: Experimental Studies and Comparative Evaluation," in Proc. IEEE Inter. Conf. on Computer Vision and Pattern Recog., Miami, Florida, June 2009. (Corrected: axis mislabel in Fig. 3(a)) [pdf] [data]

B. Morris and M. Trivedi, "VECTOR: Trajectory Analysis for Advanced Highway Monitoring", Student Essay, ITS America, Jun. 2009. Available: http://www.itsa.org/awards.html First Place Student Essay [pdf]
B. Morris and M. Trivedi, "Integrated Infrastructure and Vehicle Based Monitoring for Enhanced Efficiency and Safety"[pdf]
Online Press: [www] [www]

2008

B. T. Morris and M. M. Trivedi, "An Adaptive Scene Description for Activity Analysis in Surveillance Video," in Proc. IEEE Inter. Conf. on Pattern Recog., Tampa Bay, Florida, Dec. 2008 [pdf]

B. Morris and M. Trivedi, "Learning and Classification of Trajectories in Dynamic Scenes: A General Framework for Live Video Analysis," in Proc. IEEE Inter. Conf. on Advanced Video and Signal based Surveillance, Santa Fe, New Mexico, Sept. 2008 [pdf]

B. T. Morris and M. M. Trivedi, "Learning, Modeling, and Classification of Vehicle Track Patterns from Live Video," IEEE Trans. Intell. Transport. Syst., vol. 9, no. 3, pp. 425-437, Sept. 2008. [pdf]

B. T. Morris and M. M. Trivedi, "A Survey of Vision-Based Trajectory Learning and Analysis for Surveillance," IEEE Trans. Circuits Syst. Video Technol. Special Issue on Video Surveillance, vol. 18, no. 8, pp. 1114-1127, Aug. 2008. [pdf]

2007

B. Morris and M. Trivedi, "Real-Time Video Based Highway Traffic Measurement and Performance Monitoring," in Proc. IEEE Conf. on Intell. Transport. Syst., Seattle, Washington, Sept. 2007, pp. 59-64 [pdf]

2006

B. Morris and M. Trivedi, "Improved Vehicle Classification in Long Traffic Video by Cooperating Tracker and Classifier Modules," in Proc. IEEE Inter. Conf. on Advanced Video and Signal based Surveillance, Sydney, Australia, Nov. 2006 [pdf]

B. Morris and M. Trivedi, "Robust Classification and Tracking of Vehicles in Traffic Video Streams," in Proc. IEEE Conf. on Intell. Transport. Syst., Toronto, Canada, Sept. 2006, pp. 1078-1083 [pdf]