Pedestrians and Bicyclists Count

Pedestrians and Bicyclists Count

Author: Tara M. Tolford

Publisher:

Published: 2019

Total Pages: 119

ISBN-13:

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The purpose of this study was to research best practices and available methods and technologies for measuring active transportation activity, in order to provide DOTD with needed information in support of the development of an efficient, cost-effective bicycle and pedestrian count program. Measuring progress toward Complete Streets policy implementation, as well as measuring the performance of individual projects in terms of safety outcomes, requires understanding patterns of and changes in active transportation demand so as to a) evaluate safety outcomes relative to rates of exposure, b) identify appropriate, context-sensitive complete streets infrastructure interventions, and c) understanding overall statewide and location-specific transportation trends which will impact long-range planning and investment. To this end, the research team conducted a comprehensive review of academic and applied literature pertaining to collecting pedestrian and bicycle data collection and benchmarking, with a focus on techniques for using count data to evaluate exposure rates and safety outcomes or trends, researched methods of counting bicycles and pedestrians including both manual counts and automated electronic counts using various technologies (including automated video-based counts), and identified potential funding sources and potential partners for systematic as well as incidental data collection. Finally, the research team conducted pilot data collection and analysis at three case study locations in New Orleans and Baton Rouge to test recommended count equipment and count methodology and advance fundamental elements of comprehensive evaluation of the safety impacts of complete streets-oriented infrastructure. The results of this research indicate that the incremental development of systematic active transportation monitoring, in coordination with existing traffic monitoring activities and in cooperation with local and regional agencies interested in or already engaged in data collection and analysis, is feasible and scalable (geographically and fiscally) using a combination of traditional and emerging technologies. Moreover, significant expansion of long-duration count data availability is critical to all efforts to holistically evaluate safety impacts at the project level, and an area where state leadership and investment will have the greatest impact.


ITS Support for Pedestrians and Bicyclists Count

ITS Support for Pedestrians and Bicyclists Count

Author: Julius Codjoe

Publisher:

Published: 2019

Total Pages: 81

ISBN-13:

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It is critical to understand the travel behavior of pedestrians and cyclists on Louisiana’s roadways. Not only do pedestrian and cyclist counts assist in research for safety, but these statistics are also essential for planners and policymakers when evaluating the usage of roadways and dictating infrastructure spending. Better understanding of overall statewide and location-specific transportation trends ultimately affects long-term planning and investment. Counting of pedestrians and cyclists using video surveillance and image processing technology has promised to be effective and feasible. While the research on newer technologies is not as robust as that of traditional ones, there is enough evidence to justify and guide the use of automated video count technology. This study concentrates on a specific algorithm, which would aid in automatic counting. This goal is achieved by following a part-based method, which utilizes the Histogram of Oriented Gradient (HOG) technique as well as a latent support vector machine (SVM). This technique was the preferred algorithm for automation due to its highspeed processing capability and its open source availability. The accuracy of the HOG algorithm in this study is validated using manual counts of pedestrians and cyclists from the collected video data. It is anticipated that the results will assist LTRC-16-4SA in evaluating available count technology options and in identifying preferred alternatives suitable for statewide deployment. The tested algorithm led to accuracy rates between 29-91% for pedestrians and 0-60% for cyclists. Despite the poor results obtained, the algorithm’s efficacy was thoroughly evaluated and documented. Some of the specific challenges faced in this study involved maintaining accurate viewpoint angles as well as conducting object detection in high-density environments and complicated scenes like intersections. New automated video counting systems have sought to improve algorithms in these problematic areas. Future work involves effectively handling these challenges and reevaluating the algorithm while considering others currently being used today.


Guidebook on Pedestrian and Bicycle Volume Data Collection

Guidebook on Pedestrian and Bicycle Volume Data Collection

Author: Paul Ryus

Publisher:

Published: 2014

Total Pages: 139

ISBN-13: 9780309308267

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"TRB's National Cooperative Highway Research Program (NCHRP) Report 797: Guidebook on Pedestrian and Bicycle Volume Data Collection describes methods and technologies for counting pedestrians and bicyclists, offers guidance on developing a non-motorized count program, gives suggestions on selecting appropriate counting methods and technologies, and provides examples of how organizations have used non-motorized count data to better fulfill their missions. To review the research methods used to develop the guidebook, refer to NCHRP Web-Only Document 205: Methods and Technologies for Pedestrian and Bicycle Volume Data Collection."--Publisher's description.


Bicycle and Pedestrian Counting Resources

Bicycle and Pedestrian Counting Resources

Author:

Publisher:

Published: 2021

Total Pages: 6

ISBN-13:

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An online list of resources to be hosted on the Texas Department of Transportation (TxDOT)'s webpage. This resource page highlights key online resources related to nonmotorized counting, from site selection and counter setup to quality control and data uses. It als includes links to research reports and training materials developed during a TxDOT project to implement a pedestrian and bicyclist count database.