Comprehensive Visibility Indicator Algorithm for Adaptable Speed Limit Control in Intelligent Transportation Systems

This work was supported by the Ministry of Transportation Ontario, Highway Infrastructure Innovation Funding Program (HIIFP) grant No. 051938.

[1]  Shih-Chia Huang,et al.  An Efficient Visibility Enhancement Algorithm for Road Scenes Captured by Intelligent Transportation Systems , 2014, IEEE Transactions on Intelligent Transportation Systems.

[2]  Nicolas Hautière,et al.  Combination of Roadside and In-vehicle Sensors for Extensive Visibility Range Monitoring , 2009, 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance.

[3]  Jyotsna Bapat,et al.  A reliable and secure approach for efficient Car-to-Car communication in intelligent transportation systems , 2017, 2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET).

[4]  Ying Wang,et al.  Detection of Driver Cognitive Distraction: A Comparison Study of Stop-Controlled Intersection and Speed-Limited Highway , 2016, IEEE Transactions on Intelligent Transportation Systems.

[5]  Jérémie Bossu,et al.  Sensing the Visibility Range at Low Cost in the SAFESPOT Roadside Unit , 2009 .

[6]  Karolina Krzykowska,et al.  Innovation in the ICT Infrastructure as a Key Factor in Enhancing Road Safety: A Multi-sectoral Approach , 2017, 2017 25th International Conference on Systems Engineering (ICSEng).

[7]  Shivansh Dave,et al.  Internet of Things based adaptive traffic management system as a part of Intelligent Transportation System (ITS) , 2017, 2017 International Conference on Soft Computing and its Engineering Applications (icSoftComp).

[8]  Dani Lischinski,et al.  A Closed-Form Solution to Natural Image Matting , 2008 .

[9]  George Suciu,et al.  Vehicular mobile data collection platform to support the development of Intelligent Transportation Systems , 2016, 2016 24th Telecommunications Forum (TELFOR).

[10]  Michael D Meyer,et al.  Crashes vs. Congestion – What’s the Cost to Society? , 2008 .

[11]  Samy El-Tawab,et al.  Automatic Incident Detection in Intelligent Transportation Systems Using Aggregation of Traffic Parameters Collected Through V2I Communications , 2017, IEEE Intelligent Transportation Systems Magazine.

[12]  D. Selvathi,et al.  Intelligent transportation system for accident prevention and detection , 2017, 2017 International Conference on Intelligent Computing and Control Systems (ICICCS).

[13]  Jan A Snyman,et al.  Practical Mathematical Optimization: An Introduction to Basic Optimization Theory and Classical and New Gradient-Based Algorithms , 2005 .

[14]  M. Saadatseresht,et al.  Visibility prediction based on artificial neural networks used in automatic network design , 2007 .

[16]  Li Yang,et al.  Fog Density Estimation and Image Defogging Based on Surrogate Modeling for Optical Depth , 2017, IEEE Transactions on Image Processing.

[17]  Matthew J. Barth,et al.  An energy and emissions impact evaluation of intelligent speed adaptation , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[18]  Jean-Philippe Tarel,et al.  Automatic fog detection and estimation of visibility distance through use of an onboard camera , 2006, Machine Vision and Applications.

[19]  Ahmed S. Abutaleb,et al.  Automatic thresholding of gray-level pictures using two-dimensional entropy , 1989, Comput. Vis. Graph. Image Process..

[20]  Taek Mu Kwon,et al.  An Automatic Visibility Measurement System Based on Video Cameras , 1998 .

[21]  Lianbing Deng,et al.  Intelligent Transportation System in Macao Based on Deep Self-Coding Learning , 2018, IEEE Transactions on Industrial Informatics.

[22]  Shigeharu Miyata,et al.  Automatic Recognition of Speed Limits on Speed-Limit Signs by Using Machine Learning , 2017, J. Imaging.

[23]  Xin Zhou,et al.  Infrared small-target detection using multiscale gray difference weighted image entropy , 2016, IEEE Transactions on Aerospace and Electronic Systems.

[24]  Ansar-Ul-Haque Yasar,et al.  A Neural network approach to visibility range estimation under foggy weather conditions , 2017, EUSPN/ICTH.

[25]  Paul A. Viola,et al.  Robust Real-time Object Detection , 2001 .

[26]  Risto Kulmala,et al.  Model for the safety impacts of road weather information services available to road users and related socio-economic benefits , 2012 .

[27]  Tingting Zhang,et al.  Real-time enhancement of the image clarity for traffic video monitoring systems in haze , 2014, 2014 7th International Congress on Image and Signal Processing.

[28]  Kalpana Seelam,et al.  An Arduino based embedded system in passenger car for road safety , 2017, 2017 International Conference on Inventive Communication and Computational Technologies (ICICCT).

[29]  Qi Zhang,et al.  Detection of Magnetic Anomaly Signal Based on Information Entropy of Differential Signal , 2018, IEEE Geoscience and Remote Sensing Letters.

[30]  Zhongyin Guo,et al.  Analysis of driving behavior at the bridge-tunnel transition section in reduced visibility situations , 2017, 2017 4th International Conference on Transportation Information and Safety (ICTIS).

[31]  Hung Ngoc Do,et al.  Speed limit traffic sign detection and recognition based on support vector machines , 2017, 2017 International Conference on Advanced Technologies for Communications (ATC).

[32]  Ping Wang,et al.  Intelligent Transportation System(ITS): Concept, Challenge and Opportunity , 2017, 2017 IEEE 3rd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing, (HPSC) and IEEE International Conference on Intelligent Data and Security (IDS).

[33]  Rachid Belaroussi,et al.  Road sign-aided estimation of visibility conditions , 2015, 2015 14th IAPR International Conference on Machine Vision Applications (MVA).

[34]  W. Middleton,et al.  Vision Through the Atmosphere , 1952 .

[35]  Ma Qing,et al.  A Method to Design Weather-Responsive Speed Limit Subject to Visible Distance in the Absence of Road Surface Friction Coefficient , 2015, 2015 8th International Conference on Intelligent Computation Technology and Automation (ICICTA).

[36]  Mashrur Chowdhury,et al.  Potential of Intelligent Transportation Systems in Mitigating Adverse Weather Impacts on Road Mobility: A Review , 2015, IEEE Transactions on Intelligent Transportation Systems.

[37]  Arafat J. Al-Dweik,et al.  IoT-based multifunctional Scalable real-time Enhanced Road Side Unit for Intelligent Transportation Systems , 2017, 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE).

[38]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[39]  Jordi Vitrià,et al.  Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification , 2009, IEEE Transactions on Intelligent Transportation Systems.

[40]  Abdallah Shami,et al.  Using Technology to Make Roads Safer: Adaptive Speed Limits for an Intelligent Transportation System , 2017, IEEE Vehicular Technology Magazine.

[41]  Yongmin Jiang,et al.  Wind Random Signal Processing Strategy Based on Weighted Entropy , 2013, 2013 International Conference on Information Technology and Applications.

[42]  Eric Dumont,et al.  Nighttime Visibility Analysis and Estimation Method in the Presence of Dense Fog , 2015, IEEE Transactions on Intelligent Transportation Systems.

[43]  Takayuki Ito,et al.  Driver Behavior Model Based on Ontology for Intelligent Transportation Systems , 2015, 2015 IEEE 8th International Conference on Service-Oriented Computing and Applications (SOCA).

[44]  Kuentai Chen,et al.  An unbiased average traffic speed estimation method for intelligent transportation system , 2012, 2012 12th International Conference on ITS Telecommunications.

[45]  Development and Certification of A Visibility-Range Monitor By Image Processing , 1989 .

[46]  C. Xiaolong,et al.  Traffic safety evaluation model for mountain road under bad weather based fuzzy comprehensive evaluation , 2011, 2011 International Conference on Multimedia Technology.

[47]  R. Balian.  Entropy, a Protean Concept , 2004 .

[48]  Xavier Fernando,et al.  Fog Assisted Driver Behavior Monitoring for Intelligent Transportation System , 2017, 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall).

[49]  Taek Mu Kwon,et al.  Atmospheric Visibility Measurements Using Video Cameras: Relative Visibility , 2004 .

[50]  Azzedine Boukerche,et al.  An intelligent transportation system for detection and control of congested roads in urban centers , 2015, 2015 IEEE Symposium on Computers and Communication (ISCC).

[51]  Weili Zeng,et al.  A Fog Level Detection Method Based on Grayscale Features , 2014, 2014 Seventh International Symposium on Computational Intelligence and Design.

[52]  T. Hagiwara,et al.  ASSESSMENT OF VISIBILITY ON ROADS UNDER SNOW CONDITIONS USING DIGITAL IMAGES , 2002 .

[53]  Yuncai Liu,et al.  A new model for daytime visibility index estimation fused average sobel gradient and dark channel ratio , 2013, Proceedings of 2013 3rd International Conference on Computer Science and Network Technology.

[54]  Ulrich H.-G. Kreßel,et al.  Pairwise classification and support vector machines , 1999 .

[55]  D. Aubert,et al.  Daytime visibility range monitoring through use of a roadside camera , 2008, 2008 IEEE Intelligent Vehicles Symposium.

[56]  Yu Song,et al.  Parallel license plate recognition scheme based on image splicing for intelligent transportation system , 2015, 2015 4th International Conference on Computer Science and Network Technology (ICCSNT).

[57]  Minglei Huang.  Visibility And Confidence Estimation Of An Onboard-Camera Image For An Intelligent Vehicle , 2015 .

[58]  Fei-Yue Wang,et al.  Data-Driven Intelligent Transportation Systems: A Survey , 2011, IEEE Transactions on Intelligent Transportation Systems.

[59]  Shanika C. Perera,et al.  Applying intelligent speed adaptation to a road safety mobile application — DriverSafeMode , 2017, 2017 Seventeenth International Conference on Advances in ICT for Emerging Regions (ICTer).

[60]  Feng Chen,et al.  Techniques for efficient detection of rapid weather changes and analysis of their impacts on a highway network , 2017, 2017 IEEE International Conference on Big Data (Big Data).

[61]  Hiroshi Murase,et al.  Visibility estimation of traffic signals under rainy weather conditions for smart driving support , 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

[62]  Goutam Ghosh,et al.  A new idea on road safety using smartphone , 2017, 2017 1st International Conference on Electronics, Materials Engineering and Nano-Technology (IEMENTech).

[63]  Jari Hannuksela,et al.  Image Based Visibility Estimation During Day and Night , 2014, ACCV Workshops.

[64]  Wei-Yun Yau,et al.  Visible Entropy: A Measure for Image Visibility , 2010, 2010 20th International Conference on Pattern Recognition.

[65]  Roland Brémond,et al.  Estimating Meteorological Visibility Using Cameras: A Probabilistic Model-Driven Approach , 2010, ACCV.

[66]  Eric Dumont,et al.  Visibility Monitoring using Conventional Roadside Cameras - Emerging Applications , 2012 .