16.7.2.6.2 Applied Traffic Surveillance, Traffic Events, Red Lights, Parking

Park Assist,
2010.
WWW Link. Vendor, Parking Lot Surveillance. Vendor, License Plate Recognition. More than just the license plate recognition, an initial installation locates you car in the garage (2000 spaces) when given the license plate number. Enhancement of the find a vacant space system. Stationary car.

Image Sensing Systems,
1984.
WWW Link. Vendor, Traffic Monitoring. Roadside traffic cameras.

Miovision Technologies,
2005.
WWW Link. Vendor, Traffic Monitoring. Traffic data collection using video.

Horsch, H.[Heinrich],
Device for photographic monitoring of cross-roads,
US_Patent4,884,072, November 28, 1989.
HTML Version. BibRef 8911

Knisch, K.[Konrad],
Traffic monitoring device,
US_Patent4,866,438, September 12, 1989.
HTML Version. Speeders. BibRef 8909

Toyama, M.[Masakazu],
Device for monitoring disregard of a traffic signal,
US_Patent5,432,547, July 11, 1995.
HTML Version. BibRef 9507

Zhu, Z.G.[Zhi-Gang], Xu, G.Y.[Guang-You], Yang, B.[Bo], Shi, D.J.[Ding-Ji], Lin, X.Y.[Xue-Yin],
VISATRAM: A Real-Time Vision System for Automatic Traffic Monitoring,
IVC(18), No. 10, July 2000, pp. 781-794.
Elsevier DOI 0005
Overhead view of the road, monitor using slice windows. Detect vehicles -- use the know geometry to simpllfy the process.
See also Panoramic EPI Generation and Analysis of Video from a Moving Platform with Vibration. BibRef

Zhu, Z.G.[Zhi-Gang], Yang, B.[Bo], Xu, G.Y.[Guang-You], Shi, D.J.[Ding-Ji],
A Real-Time Vision System for Automatic Traffic Monitoring Based on 2D Spatio-Temporal Images,
WACV96(162-167).
IEEE DOI 9609
BibRef

Yoo, C.J.[Chul Jin], Kim, S.G.[Sang Gook], Pahng, D.Y.[Daniel Yongsuk],
Parking guidance and management system,
US_Patent6,107,942, Aug 22, 2000
WWW Link. Car vs. no car in space. BibRef 0008

Trajkovic, M.[Miroslav], Gutta, S.[Srinivas],
Vision-based method and apparatus for monitoring vehicular traffic events,
US_Patent6,442,474, Aug 27, 2002
WWW Link. BibRef 0208

Schoepflin, T.N., Dailey, D.J.,
Dynamic camera calibration of roadside traffic management cameras for vehicle speed estimation,
ITS(4), No. 2, June 2003, pp. 90-98.
IEEE Abstract. 0402
BibRef
And:
Algorithms for calibrating roadside traffic cameras and estimating mean vehicle speed,
IVS04(60-65).
IEEE DOI 0411
BibRef

Diamantopoulos, G.[Georgios], Spann, M.[Michael],
Event detection for intelligent car park video surveillance,
RealTimeImg(11), No. 3, June 2005, pp. 233-243.
Elsevier DOI 0508
BibRef

Snidaro, L., Micheloni, C., Chiavedale, C.,
Video Security for Ambient Intelligence,
SMC-A(35), No. 1, January 2005, pp. 133-144.
IEEE Abstract. 0501
Parking lots. BibRef

Snidaro, L.[Lauro], Belluz, M.[Massimo], Foresti, G.L.[Gian Luca],
Representing and recognizing complex events in surveillance applications,
AVSBS07(493-498).
IEEE DOI 0709
BibRef

Hobeika, A., Yaung-Yai, N.,
Evaluation Update of the Red Light Camera Program in Fairfax County, VA,
ITS(7), No. 4, December 2006, pp. 588-596.
IEEE DOI 0701
BibRef

Lin, H.Y.[Huei-Yung], Li, K.J.[Kun-Jhih], Chang, C.H.[Chia-Hong],
Vehicle speed detection from a single motion blurred image,
IVC(26), No. 10, 1 October 2008, pp. 1327-1337.
Elsevier DOI 0804
BibRef
Earlier: A1, Only:
Vehicle Speed Detection and Identification from a Single Motion Blurred Image,
WACV05(I: 461-467).
IEEE DOI 0502
Speed measurement; Motion blur; Motion analysis BibRef

Lee, J.T.[Jong Taek], Ryoo, M.S., Riley, M.[Matthew], Aggarwal, J.K.,
Real-Time Illegal Parking Detection in Outdoor Environments Using 1-D Transformation,
CirSysVideo(19), No. 7, July 2009, pp. 1014-1024.
IEEE DOI 0909
BibRef
Earlier:
Real-time detection of illegally parked vehicles using 1-D transformation,
AVSBS07(254-259).
IEEE DOI 0709
BibRef

Huang, C.C.[Ching-Chun], Wang, S.J.[Sheng-Jyh],
A Hierarchical Bayesian Generation Framework for Vacant Parking Space Detection,
CirSysVideo(20), No. 12, December 2010, pp. 1770-1785.
IEEE DOI 1102
BibRef
Earlier:
A Monte Carlo Based Framework for Multi-Target Detection and Tracking Over Multi-Camera Surveillance System,
M2SFA208(xx-yy). 0810
BibRef

Huang, C.C.[Ching-Chun], Vu, H.T.,
Vacant Parking Space Detection Based on a Multilayer Inference Framework,
CirSysVideo(27), No. 9, September 2017, pp. 2041-2054.
IEEE DOI 1709
BibRef
And: A2, A1:
A multi-task convolutional neural network with spatial transform for parking space detection,
ICIP17(1762-1766)
IEEE DOI 1803
BibRef
And: A1, A2:
A deep learning network for vision-based vacant parking space detection system,
ICIP17(4586-4586)
IEEE DOI 1803
Cameras, Distortion, Feature extraction, Lighting, Space vehicles, Support vector machines, Discriminative framework, Markov random field (MRF), fusion scheme, parking space detection, status inference, strong, classifier BibRef

Nguyen, M.H.[Manh-Hung], Chao, T.Y.[Tzu-Yin], Huang, C.C.[Ching-Chun],
Vacant Parking Space Detection based on Task Consistency and Reinforcement Learning,
ICPR21(2009-2016)
IEEE DOI 2105
Training, Learning systems, Semantics, Dynamics, Detectors, Reinforcement learning, Pattern recognition BibRef

Huang, C.C.[Ching-Chun], Tai, Y.S., Wang, S.J.[Sheng-Jyh],
Vacant Parking Space Detection Based on Plane-Based Bayesian Hierarchical Framework,
CirSysVideo(23), No. 9, 2013, pp. 1598-1610.
IEEE DOI 1309
Bayesian inference BibRef

Suhr, J.K.[Jae Kyu], Jung, H.G.[Ho Gi], Bae, K.H.[Kwang-Hyuk], Kim, J.H.[Jai-Hie],
Automatic free parking space detection by using motion stereo-based 3D reconstruction,
MVA(21), No. 2, February 2010, pp. xx-yy.
Springer DOI 1002
rear view fish-eye camera. Estimate free space by adjacent vehicles. BibRef

Shieh, W.Y., Hsu, C.C.J., Tung, S.L., Lu, P.W., Wang, T.H., Chang, S.L.,
Design of Infrared Electronic-Toll-Collection Systems With Extended Communication Areas and Performance of Data Transmission,
ITS(12), No. 1, March 2011, pp. 25-35.
IEEE DOI 1103
BibRef

Shieh, W.Y., Hsu, C.C.J., Wang, T.H.,
A Problem of Infrared Electronic-Toll-Collection Systems: The Irregularity of LED Radiation Pattern and Emitter Design,
ITS(12), No. 1, March 2011, pp. 152-163.
IEEE DOI 1103
BibRef

Shieh, W.Y., Hsu, C.C.J., Wang, T.H.,
Vehicle Positioning and Trajectory Tracking by Infrared Signal-Direction Discrimination for Short-Range Vehicle-to-Infrastructure Communication Systems,
ITS(19), No. 2, February 2018, pp. 368-379.
IEEE DOI 1802
Communication systems, Radar tracking, Receivers, Silicon, Trajectory, Vehicles, Amplitude comparison, angle of arrival, vehicle-to-infrastructure (V-to-I) communication BibRef

Zhang, Y.,
Hourly Traffic Forecasts Using Interacting Multiple Model (IMM) Predictor,
SPLetters(18), No. 10, October 2011, pp. 607-610.
IEEE DOI 1109
BibRef

Albiol, A., Sanchis, L., Albiol, A., Mossi, J.M.,
Detection of Parked Vehicles Using Spatiotemporal Maps,
ITS(12), No. 4, December 2011, pp. 1277-1291.
IEEE DOI 1112
BibRef

Mekki, A., Ghazel, M., Toguyeni, A.,
Validation of a New Functional Design of Automatic Protection Systems at Level Crossings with Model-Checking Techniques,
ITS(13), No. 2, June 2012, pp. 714-723.
IEEE DOI 1206
BibRef

Jianming, H., Qiang, M., Qi, W., Jiajie, Z., Yi, Z.,
Traffic congestion identification based on image processing,
IET-ITS(6), No. 2, 2012, pp. 153-160.
DOI Link 1206
BibRef

Waterson, B., Box, S.,
Quantifying the impact of probe vehicle localisation data errors on signalised junction control,
IET-ITS(6), No. 2, 2012, pp. 197-203.
DOI Link 1206
BibRef

Larisis, N.[Nikos], Perlepes, L.[Leonidas], Stamoulis, G.[George], Kikiras, P.[Panayiotis],
Intelligent Parking Management System Based on Wireless Sensor Network Technology,
Sensors(18), Special, January 2013, pp. 100-112.
HTML Version. 1301
BibRef

Geng, Y., Cassandras, C.G.,
New 'Smart Parking' System Based on Resource Allocation and Reservations,
ITS(14), No. 3, 2013, pp. 1129-1139.
IEEE DOI 1309
Dynamic resource allocation BibRef

Suhr, J.K.[Jae Kyu], Jung, H.G.[Ho Gi],
Sensor Fusion-Based Vacant Parking Slot Detection and Tracking,
ITS(15), No. 1, February 2014, pp. 21-36.
IEEE DOI 1403
distance measurement BibRef

Negri, P.,
Estimating the queue length at street intersections by using a movement feature space approach,
IET-IPR(8), No. 7, July 2014, pp. 406-416.
DOI Link 1408
feature extraction BibRef

Barone, R.E., Giuffre, T., Siniscalchi, S.M., Morgano, M.A., Tesoriere, G.,
Architecture for parking management in smart cities,
IET-ITS(8), No. 5, August 2014, pp. 445-452.
DOI Link 1410
town and country planning BibRef

Schlote, A., King, C., Crisostomi, E., Shorten, R.,
Delay-Tolerant Stochastic Algorithms for Parking Space Assignment,
ITS(15), No. 5, October 2014, pp. 1922-1935.
IEEE DOI 1410
automobiles BibRef

Ji, Y., Guo, W., Blythe, P., Tang, D., Wang, W.,
Understanding drivers' perspective on parking guidance information,
IET-ITS(8), No. 4, June 2014, pp. 398-406.
DOI Link 1407
BibRef

Ji, Y.J.[Yan-Jie], Tang, D.[Dounan], Blythe, P., Guo, W.H.[Wei-Hong], Wang, W.[Wei],
Short-term forecasting of available parking space using wavelet neural network model,
IET-ITS(9), No. 2, 2015, pp. 202-209.
DOI Link 1504
Lyapunov methods BibRef

Lee, S., Wong, S.C., Pang, C.C.C., Choi, K.,
Real-Time Estimation of Lane-to-Lane Turning Flows at Isolated Signalized Junctions,
ITS(16), No. 3, June 2015, pp. 1549-1558.
IEEE DOI 1506
Calibration BibRef

del Postigo, C.G., Torres, J., Menéndez, J.M.,
Vacant parking area estimation through background subtraction and transience map analysis,
IET-ITS(9), No. 9, 2015, pp. 835-841.
DOI Link 1511
object detection BibRef

Han, S.J.[Seung-Jun], Choi, J.[Jeongdan],
Parking Space Recognition for Autonomous Valet Parking Using Height and Salient-Line Probability Maps,
ETRI(37), No. 6, December 2015, pp. 1220-1230.
DOI Link 1601
BibRef

Radak, J., Ducourthial, B., Cherfaoui, V., Bonnet, S.,
Detecting Road Events Using Distributed Data Fusion: Experimental Evaluation for the Icy Roads Case,
ITS(17), No. 1, January 2016, pp. 184-194.
IEEE DOI 1601
Data integration BibRef

Perrels, A.[Adriaan], Votsis, A.[Athanasios], Nurmi, V.[Väinö], Pilli-Sihvola, K.[Karoliina],
Weather Conditions, Weather Information and Car Crashes,
IJGI(4), No. 4, 2015, pp. 2681.
DOI Link 1601
BibRef

Ren, J., Chen, Y., Xin, L., Shi, J., Li, B., Liu, Y.,
Detecting and positioning of traffic incidents via video-based analysis of traffic states in a road segment,
IET-ITS(10), No. 6, 2016, pp. 428-437.
DOI Link 1608
fuzzy set theory BibRef

Pun, C.M.[Chi-Man], Lin, C.[Cong],
A real-time detector for parked vehicles based on hybrid background modeling,
JVCIR(39), No. 1, 2016, pp. 82-92.
Elsevier DOI 1608
Adaptive threshold BibRef

Kotb, A.O., Shen, Y.C., Zhu, X., Huang, Y.,
iParker: A New Smart Car-Parking System Based on Dynamic Resource Allocation and Pricing,
ITS(17), No. 9, September 2016, pp. 2637-2647.
IEEE DOI 1609
Dynamic scheduling BibRef

Masmoudi, I., Wali, A., Jamoussi, A., Alimi, M.A.,
Trajectory analysis for parking lot vacancy detection system,
IET-ITS(10), No. 7, 2016, pp. 461-468.
DOI Link 1609
computer vision BibRef

Nguyen, H.T.[Hai Thanh], Jung, S.W.[Seung-Won], Won, C.S.[Chee Sun],
Order-Preserving Condensation of Moving Objects in Surveillance Videos,
ITS(17), No. 9, September 2016, pp. 2408-2418.
IEEE DOI 1609
Electron tubes BibRef

Li, B., Wang, K., Shao, Z.,
Time-Optimal Maneuver Planning in Automatic Parallel Parking Using a Simultaneous Dynamic Optimization Approach,
ITS(17), No. 11, November 2016, pp. 3263-3274.
IEEE DOI 1609
Automobiles BibRef

Lee, S., Seo, S.W.,
Available parking slot recognition based on slot context analysis,
IET-ITS(10), No. 9, 2016, pp. 594-604.
DOI Link 1609
BibRef
And: Corrigendum: IET-ITS(11), No. 2, March 2017, pp. 102-102.
DOI Link 1703
cameras BibRef

Cheng, L., Qiao, T.,
Localization in the Parking Lot by Parked-Vehicle Assistance,
ITS(17), No. 12, December 2016, pp. 3629-3634.
IEEE DOI 1612
Estimation BibRef

Molzahn, S.E.[Sven-Eric], Kerner, B.S.[Boris S.], Rehborn, H.[Hubert], Klenov, S.L.[Sergey L.], Koller, M.[Micha],
Analysis of speed disturbances in empirical single vehicle probe data before traffic breakdown,
IET-ITS(11), No. 9, November 2017, pp. 604-612.
DOI Link 1710
BibRef

Lin, T., Rivano, H., Le Mouël, F.,
A Survey of Smart Parking Solutions,
ITS(18), No. 12, December 2017, pp. 3229-3253.
IEEE DOI 1712
Automobiles, Ecosystems, Real-time systems, Space vehicles, Urban areas, Vehicle dynamics, ADAS, AVCSS, Smart parking, data mining, traffic management BibRef

Özkul, M.[Mükremin], Çapuni, I.[Ilir],
Police-less multi-party traffic violation detection and reporting system with privacy preservation,
IET-ITS(12), No. 5, June 2018, pp. 351-358.
DOI Link 1805
BibRef

Roman, C., Liao, R., Ball, P., Ou, S., de Heaver, M.,
Detecting On-Street Parking Spaces in Smart Cities: Performance Evaluation of Fixed and Mobile Sensing Systems,
ITS(19), No. 7, July 2018, pp. 2234-2245.
IEEE DOI 1807
Automobiles, Global Positioning System, Monitoring, Sensors, Space vehicles, Supervised learning, On-street/roadside parking, supervised learning BibRef

Zhang, L., Huang, J., Li, X., Xiong, L.,
Vision-Based Parking-Slot Detection: A DCNN-Based Approach and a Large-Scale Benchmark Dataset,
IP(27), No. 11, November 2018, pp. 5350-5364.
IEEE DOI 1809
convolution, image classification, image segmentation, learning (artificial intelligence), deep convolutional neural networks BibRef

Paidi, V.[Vijay], Fleyeh, H.[Hasan], Håkansson, J.[Johan], Nyberg, R.G.[Roger G.],
Smart parking sensors, technologies and applications for open parking lots: a review,
IET-ITS(12), No. 8, October 2018, pp. 735-741.
DOI Link 1809
BibRef

Fan, J.[Junkai], Hu, Q.[Qian], Tang, Z.Z.[Zhen-Zhou],
Predicting vacant parking space availability: an SVR method with fruit fly optimisation,
IET-ITS(12), No. 10, December 2018, pp. 1414-1420.
DOI Link 1812
BibRef

Khan, M.A.[Muhammad Arsalan], Ectors, W.[Wim], Bellemans, T.[Tom], Janssens, D.[Davy], Wets, G.[Geert],
Unmanned Aerial Vehicle-Based Traffic Analysis: A Case Study for Shockwave Identification and Flow Parameters Estimation at Signalized Intersections,
RS(10), No. 3, 2018, pp. xx-yy.
DOI Link 1804
BibRef

Bian, C.T.[Chen-Tong], Yin, G.D.[Guo-Dong], Xu, L.W.[Li-Wei], Zhang, N.[Ning],
Active collision algorithm for autonomous electric vehicles at intersections,
IET-ITS(13), No. 1, January 2019, pp. 90-97.
DOI Link 1901
BibRef

Mohandes, M.[Mohamed], Deriche, M.[Mohamed], Abuelma'atti, M.T.[Muhammad T.], Tasadduq, N.[Noman],
Preference-based smart parking system in a university campus,
IET-ITS(13), No. 2, February 2019, pp. 417-423.
DOI Link 1902
BibRef

Nieto, R.M.[R. Martín], García-Martín, Á., Hauptmann, A.G., Martínez, J.M.,
Automatic Vacant Parking Places Management System Using Multicamera Vehicle Detection,
ITS(20), No. 3, March 2019, pp. 1069-1080.
IEEE DOI 1903
Automobiles, Cameras, Lighting, Image color analysis, Feature extraction, Detectors, Vehicle detection, multicamera fusion BibRef

Vu, H.T., Huang, C.,
Parking Space Status Inference Upon a Deep CNN and Multi-Task Contrastive Network With Spatial Transform,
CirSysVideo(29), No. 4, April 2019, pp. 1194-1208.
IEEE DOI 1904
Feature extraction, Space vehicles, Lighting, Robustness, Distortion, Machine learning, Meteorology, Parking status inference, multi-task optimization BibRef

Jang, C.[Chulhoon], Sunwoo, M.[Myoungho],
Semantic segmentation-based parking space detection with standalone around view monitoring system,
MVA(30), No. 2, March 2019, pp. 309-319.
WWW Link. 1904
BibRef

Wang, C., Huang, H., Ji, Y., Wang, B., Yang, M.,
Vehicle Localization at an Intersection Using a Traffic Light Map,
ITS(20), No. 4, April 2019, pp. 1432-1441.
IEEE DOI 1904
Visualization, Sensors, Global Positioning System, Urban areas, Cameras, Autonomous vehicles, Kalman filters, High-precision map, vision-based localization BibRef

Rao, W.M.[Wen-Ming], Xia, J.X.[Jing-Xin], Lyu, W.T.[Wei-Tao], Lu, Z.B.[Zhen-Bo],
Interval data-based k-means clustering method for traffic state identification at urban intersections,
IET-ITS(13), No. 7, July 2019, pp. 1106-1115.
DOI Link 1906
BibRef

di Mauro, D., Furnari, A., Patanè, G., Battiato, S., Farinella, G.M.,
Estimating the occupancy status of parking areas by counting cars and non-empty stalls,
JVCIR(62), 2019, pp. 234-244.
Elsevier DOI 1908
Scene understanding, Deep learning, Smart cities, Counting, Vehicle detection, Semantic segmentation BibRef

Rahmani-Andebili, M., Shen, H., Fotuhi-Firuzabad, M.,
Planning and Operation of Parking Lots Considering System, Traffic, and Drivers Behavioral Model,
SMCS(49), No. 9, Sep. 2019, pp. 1879-1892.
IEEE DOI 1908
Planning, Vehicles, Charging stations, Economics, Resource management, Smart grids, Charging management, traffic and system-based parking lot allocation BibRef

Shi, F., Wu, D., Arkhipov, D.I., Liu, Q., Regan, A.C., McCann, J.A.,
ParkCrowd: Reliable Crowdsensing for Aggregation and Dissemination of Parking Space Information,
ITS(20), No. 11, November 2019, pp. 4032-4044.
IEEE DOI 1911
Reliability, Sensors, Real-time systems, Vehicles, Cameras, Urban areas, Task analysis, Smart parking, mobile crowdsensing, incentivisation BibRef

Dornaika, F., Hammoudi, K., Melkemi, M., Phan, T.D.A.,
An efficient pyramid multi-level image descriptor: Application to image-based parking lot monitoring,
SIViP(13), No. 8, November 2019, pp. 1611-1617.
WWW Link. 1911
BibRef

Gkolias, K., Vlahogianni, E.I.,
Convolutional Neural Networks for On-Street Parking Space Detection in Urban Networks,
ITS(20), No. 12, December 2019, pp. 4318-4327.
IEEE DOI 2001
Aerospace electronics, Cameras, Convolutional neural networks, Urban areas, Sensors, Monitoring, Roads, convolution BibRef

Han, J., Kim, J., Shim, D.H.,
Precise Localization and Mapping in Indoor Parking Structures via Parameterized SLAM,
ITS(20), No. 12, December 2019, pp. 4415-4426.
IEEE DOI 2001
Navigation, Laser radar, Feature extraction, parameterized map-building BibRef

Zammit, L.C., Fabri, S.G., Scerri, K.,
Real-Time Parametric Modeling and Estimation of Urban Traffic Junctions,
ITS(20), No. 12, December 2019, pp. 4579-4589.
IEEE DOI 2001
Estimation, Real-time systems, Junctions, Computational modeling, Adaptation models, Parameter estimation, Sensors, intelligent transportation systems BibRef

Dowling, C.P., Ratliff, L.J., Zhang, B.,
Modeling Curbside Parking as a Network of Finite Capacity Queues,
ITS(21), No. 3, March 2020, pp. 1011-1022.
IEEE DOI 2003
Vehicles, Queueing analysis, Urban areas, Data models, Task analysis, Measurement, Servers, Control systems, traffic control, queueing analysis BibRef

Mirheli, A., Hajibabai, L.,
Utilization Management and Pricing of Parking Facilities Under Uncertain Demand and User Decisions,
ITS(21), No. 5, May 2020, pp. 2167-2179.
IEEE DOI 2005
Pricing, Games, Vehicle dynamics, Stochastic processes, Vehicles, Monte Carlo methods, Heuristic algorithms, Parking utilization, integer program BibRef

Zambanini, S.[Sebastian], Loghin, A.M.[Ana-Maria], Pfeifer, N.[Norbert], Soley, E.M.[Elena Màrmol], Sablatnig, R.[Robert],
Detection of Parking Cars in Stereo Satellite Images,
RS(12), No. 13, 2020, pp. xx-yy.
DOI Link 2007
BibRef

Fiez, T., Ratliff, L.J.,
Gaussian Mixture Models for Parking Demand Data,
ITS(21), No. 8, August 2020, pp. 3571-3580.
IEEE DOI 2008
Pricing, Gaussian mixture model, Correlation, Urban areas, Market research, Intelligent transportation systems, data mining BibRef

Folenta, J., Španhel, J., Bartl, V., Herout, A.,
Determining Vehicle Turn Counts at Multiple Intersections by Separated Vehicle Classes Using CNNs,
City20(2544-2549)
IEEE DOI 2008
Trajectory, Detectors, Task analysis, Automobiles, Cameras, Urban areas, Artificial intelligence BibRef

Wang, Z., Bai, B., Xie, Y., Xing, T., Zhong, B., Zhou, Q., Meng, Y., Xu, B., Song, Z., Xu, P., Hu, R., Chai, H.,
Robust and Fast Vehicle Turn-counts at Intersections via an Integrated Solution from Detection, Tracking and Trajectory Modeling,
City20(2598-2606)
IEEE DOI 2008
Trajectory, Hidden Markov models, Object detection, Robustness, Target tracking, Roads BibRef

Wu, X.[Xing], Yang, H.[Hao], Mainali, B.[Bipul], Pokharel, P.[Pratik], Chiu, S.[Steve],
Development of platoon-based actuated signal control systems to coordinated intersections: application in corridors in Houston,
IET-ITS(14), No. 2, February 2020, pp. 127-137.
DOI Link 2002
BibRef

Paidi, V.[Vijay], Fleyeh, H.[Hasan], Nyberg, R.G.[Roger G.],
Deep learning-based vehicle occupancy detection in an open parking lot using thermal camera,
IET-ITS(14), No. 10, October 2020, pp. 1295-1302.
DOI Link 2009
BibRef

Varghese, A., Sreelekha, G.,
An Efficient Algorithm for Detection of Vacant Spaces in Delimited and Non-Delimited Parking Lots,
ITS(21), No. 10, October 2020, pp. 4052-4062.
IEEE DOI 2010
Feature extraction, Visualization, Cameras, Space vehicles, Automobiles, Histograms, Vacant parking space detection, background subtraction BibRef

Ghorpade, S.N., Zennaro, M., Chaudhari, B.S.,
GWO Model for Optimal Localization of IoT-Enabled Sensor Nodes in Smart Parking Systems,
ITS(22), No. 2, February 2021, pp. 1217-1224.
IEEE DOI 2102
Optimization, Wireless sensor networks, Logic gates, Automobiles, Transmitters, Linear programming, Mathematical model, Pareto optimal set BibRef

Qin, H.M.[Huan-Mei], Pang, Q.Q.[Qian-Qian], Yu, B.H.[Bin-Hai], Wang, Z.F.[Zhong-Feng],
Analysis on cruising process for on-street parking using an spectral clustering method,
IET-ITS(14), No. 14, 27 December 2020, pp. 2113-2121.
DOI Link 2103
BibRef

Ke, R.M.[Rui-Min], Zhuang, Y.F.[Yi-Fan], Pu, Z.Y.[Zi-Yuan], Wang, Y.H.[Yin-Hai],
A Smart, Efficient, and Reliable Parking Surveillance System With Edge Artificial Intelligence on IoT Devices,
ITS(22), No. 8, August 2021, pp. 4962-4974.
IEEE DOI 2108
Surveillance, Intelligent sensors, Wireless sensor networks, Magnetic sensors, Reliability, Cloud computing, Edge computing, Internet of Things BibRef

Nebiker, S.[Stephan], Meyer, J.[Jonas], Blaser, S.[Stefan], Ammann, M.[Manuela], Rhyner, S.[Severin],
Outdoor Mobile Mapping and AI-Based 3D Object Detection with Low-Cost RGB-D Cameras: The Use Case of On-Street Parking Statistics,
RS(13), No. 16, 2021, pp. xx-yy.
DOI Link 2109
BibRef

Suhr, J.K.[Jae Kyu], Jung, H.G.[Ho Gi],
End-to-End Trainable One-Stage Parking Slot Detection Integrating Global and Local Information,
ITS(23), No. 5, May 2022, pp. 4570-4582.
IEEE DOI 2205
Junctions, Feature extraction, Detectors, Task analysis, Proposals, Object detection, Deep learning, Parking slot detection, one-stage detector BibRef

Nie, Y.W.[Yi-Wen], Yang, W.[Wei], Chen, Z.[Zhi], Lu, N.X.[Nan-Xue], Huang, L.S.[Liu-Sheng], Huang, H.[Huan],
Public Curb Parking Demand Estimation With POI Distribution,
ITS(23), No. 5, May 2022, pp. 4614-4624.
IEEE DOI 2205
Roads, Estimation, Urban planning, Public transportation, Predictive models, Analytical models, Trajectory, point-of-interest BibRef

Fernández-Pozo, R.[Rubén], Rodríguez-González, A.B.[Ana Belén], Wilby, M.R.[Mark Richard], Díaz, J.J.V.[Juan José Vinagre], Matesanz, M.V.[Miguel Viana],
Prediction of On-Street Parking Level of Service Based on Random Undersampling Decision Trees,
ITS(23), No. 7, July 2022, pp. 8327-8336.
IEEE DOI 2207
Correlation, Predictive models, Forecasting, Urban planning, Tariffs, Regression tree analysis, Recurrent neural networks, parking occupancy BibRef

Zhao, D.[Dong], Ju, C.[Chen], Zhu, G.Z.[Guan-Zhou], Ning, J.[Jing], Luo, D.[Dan], Zhang, D.[Desheng], Ma, H.D.[Hua-Dong],
MePark: Using Meters as Sensors for Citywide On-Street Parking Availability Prediction,
ITS(23), No. 7, July 2022, pp. 7244-7257.
IEEE DOI 2207
Sensors, Real-time systems, Meters, Urban areas, Predictive models, Monitoring, Data models, Parking availability prediction, long short-term memory network BibRef

Assemi, B.[Behrang], Paz, A.[Alexander], Baker, D.[Douglas],
On-Street Parking Occupancy Inference Based on Payment Transactions,
ITS(23), No. 8, August 2022, pp. 10680-10691.
IEEE DOI 2208
Monitoring, Estimation, Data models, Cameras, Reliability, Software algorithms, Prediction algorithms, heuristic algorithms BibRef

Aljohani, M.[Meshari], Olariu, S.[Stephan], Alali, A.[Abrar], Jain, S.[Shubham],
A Survey of Parking Solutions for Smart Cities,
ITS(23), No. 8, August 2022, pp. 10012-10029.
IEEE DOI 2208
Smart cities, Intelligent sensors, Resource management, Pricing, Vehicles, Protocols, Sensor systems, Smart cities, parking solutions, social welfare BibRef

Yang, H.[Hao], Liu, C.X.[Chen-Xi], Zhuang, Y.F.[Yi-Fan], Sun, W.[Wei], Murthy, K.[Karthik], Pu, Z.Y.[Zi-Yuan], Wang, Y.H.[Yin-Hai],
Truck Parking Pattern Aggregation and Availability Prediction by Deep Learning,
ITS(23), No. 8, August 2022, pp. 12778-12789.
IEEE DOI 2208
Predictive models, Sensors, Neural networks, Meteorology, Vehicles, Real-time systems, Analytical models, Truck parking, pattern aggregation BibRef

Wu, D.[Di], Zeng, Z.X.[Zhan-Xiu], Shi, F.[Fengrui], Yu, W.[Weiren], Wu, T.[Tao], Liu, Q.[Qiang],
Human as a Service: Towards Resilient Parking Search System With Sensorless Sensing,
ITS(23), No. 8, August 2022, pp. 13863-13877.
IEEE DOI 2208
Reliability, Crowdsensing, Sensors, Servers, Aerospace electronics, Task analysis, Space vehicles, Sensorless sensing, smart parking BibRef

Lai, C.[Cong], Yang, Q.Y.[Qing-Yu], Guo, Y.X.[Yi-Xin], Bai, F.J.[Fu-Jun], Sun, H.B.[Hong-Bin],
Semantic Segmentation of Panoramic Images for Real-Time Parking Slot Detection,
RS(14), No. 16, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Zhu, P.Q.[Peng-Qi], Yin, X.F.[Xue-Feng], Rodríguez-Pineiro, J.[José], Chen, Z.[Zhuoyu], Wang, P.[Ping], Li, G.[Gang],
Measurement-Based Wideband Space-Time Channel Models for 77GHz Automotive Radar in Underground Parking Lots,
ITS(23), No. 10, October 2022, pp. 19105-19120.
IEEE DOI 2210
Radar, Trajectory, Radar measurements, Channel models, Intelligent transportation systems, Chirp, Spaceborne radar, MPC trajectories BibRef

Wang, P.F.[Peng-Fei], Ma, Y.[Yong], Wang, C.L.[Chen-Lan], Wang, J.P.[Jing-Peng], Liu, P.[Peng], Tian, Q.[Qiong], Wang, A.[Ange], Xu, Q.S.[Qiu-Shi],
Optimal Dynamic Supply of Parking Permits Under Uncertainties: A Stochastic Control Approach,
ITS(23), No. 10, October 2022, pp. 17397-17409.
IEEE DOI 2210
Vehicle dynamics, Pricing, Uncertainty, Space exploration, Optimal control, Aerospace electronics, Urban areas, AVs BibRef

Karantaglis, N.[Nikolaos], Passalis, N.[Nikolaos], Tefas, A.[Anastasios],
Predicting on-street parking violation rate using deep residual neural networks,
PRL(163), 2022, pp. 82-91.
Elsevier DOI 2212
Deep learning, Illegal parking, Parking Violation Rate Prediction BibRef

Koskowich, B.[Bradley], Starek, M.[Michael], King, S.A.[Scott A.],
VirtuaLot: A Case Study on Combining UAS Imagery and Terrestrial Video with Photogrammetry and Deep Learning to Track Vehicle Movement in Parking Lots,
RS(14), No. 21, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Peng, X.G.[Xing-Gan], Song, R.Z.[Rong-Zihan], Cao, Q.[Qi], Li, Y.[Yue], Cui, D.S.[Dong-Shun], Jia, X.F.[Xiao-Fan], Lin, Z.P.[Zhi-Ping], Huang, G.B.[Guang-Bin],
Real-Time Illegal Parking Detection Algorithm in Urban Environments,
ITS(23), No. 11, November 2022, pp. 20572-20587.
IEEE DOI 2212
Cameras, Feature extraction, Task analysis, Costs, Object detection, Labeling, Deep learning, Illegal parking detection, multi-class classification BibRef

Charran, R.S.[R. Shree], Dubey, R.K.[Rahul Kumar],
Two-Wheeler Vehicle Traffic Violations Detection and Automated Ticketing for Indian Road Scenario,
ITS(23), No. 11, November 2022, pp. 22002-22007.
IEEE DOI 2212
Head, Safety, Feature extraction, Object detection, Detectors, Monitoring, Roads, Artificial intelligence (AI), detection, traffic violation BibRef

Cai, L.[Lei], Guan, H.[Hsin], Zhou, Z.Y.[Zhi Yao], Xu, F.L.[Fu Lai], Jia, X.[Xin], Zhan, J.[Jun],
Parking Planning Under Limited Parking Corridor Space,
ITS(24), No. 2, February 2023, pp. 1962-1981.
IEEE DOI 2302
Planning, Automobiles, Path planning, Trajectory, Optimization, Space vehicles, Turning, Autonomous parking, motion planning, driver model BibRef

Karaliopoulos, M.[Merkouris], Mastakas, O.[Orestis], Chai, W.K.[Wei Koong],
Matching Supply and Demand in Online Parking Reservation Platforms,
ITS(24), No. 3, March 2023, pp. 3182-3193.
IEEE DOI 2303
Optimized production technology, Approximation algorithms, Urban areas, Supply and demand, Optimization, Heuristic algorithms, sharing economy BibRef

Anand, D.[Divya], Singh, A.[Aman], Alsubhi, K.[Khalid], Goyal, N.[Nitin], Abdrabou, A.[Atef], Vidyarthi, A.[Ankit], Rodrigues, J.J.P.C.[Joel J. P. C.],
A Smart Cloud and IoVT-Based Kernel Adaptive Filtering Framework for Parking Prediction,
ITS(24), No. 3, March 2023, pp. 2737-2745.
IEEE DOI 2303
Predictive models, Prediction algorithms, Kernel, Cloud computing, Smart cities, Time series analysis, Real-time systems, parking prediction problem BibRef

Wang, J.[Jishu], Zhu, C.[Chao], Miao, C.[Chen], Zhu, R.[Rui], Zhang, X.[Xuan], Tang, Y.H.[Ya-Hui], Huang, H.[Hexiang], Gao, C.[Chen],
BPR: Blockchain-Enabled Efficient and Secure Parking Reservation Framework With Block Size Dynamic Adjustment Method,
ITS(24), No. 3, March 2023, pp. 3555-3570.
IEEE DOI 2303
Blockchains, Business process re-engineering, Privacy, Behavioral sciences, Security, Vehicle dynamics, Throughput, block size BibRef

Li, J.[Jun], Qu, H.[Haohao], You, L.L.[Lin-Lin],
An Integrated Approach for the Near Real-Time Parking Occupancy Prediction,
ITS(24), No. 4, April 2023, pp. 3769-3778.
IEEE DOI 2304
Predictive models, Adaptation models, Data models, Real-time systems, Training, Market research, Logic gates, gated recurrent unit BibRef

Hellekes, J.[Jens], Kehlbacher, A.[Ariane], Díaz, M.L.[María López], Merkle, N.[Nina], Henry, C.[Corentin], Kurz, F.[Franz], Heinrichs, M.[Matthias],
Parking space inventory from above: Detection on aerial images and estimation for unobserved regions,
IET-ITS(17), No. 5, 2023, pp. 1009-1021.
DOI Link 2305
artificial intelligence, Bayes methods, image segmentation, intelligent transportation systems, management and control, traffic modelling BibRef

Shang, K.[Ke], Wan, Z.[Zeyu], Zhang, Y.L.[Yu-Lin], Cui, Z.W.[Zhi-Wei], Zhang, Z.[Zihan], Jiang, C.C.[Chen-Chen], Zhang, F.Z.[Fei-Zhou],
Intelligent Short-Term Multiscale Prediction of Parking Space Availability Using an Attention-Enhanced Temporal Convolutional Network,
IJGI(12), No. 5, 2023, pp. xx-yy.
DOI Link 2306
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Rolwes, A.[Alexander], Böhm, K.[Klaus],
Explanation and Analysis of Spatio-Temporal Correlations: Towards a Conceptual Approach of a Semantic Comparison Visualization in a Use Case of Carparks in Mainz, Germany,
IJGI(12), No. 8, 2023, pp. 305.
DOI Link 2309
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Krišciunas, A.[Andrius], Calneryte, D.[Dalia], Fyleris, T.[Tautvydas], Jurgutis, T.[Tadas], Makackas, D.[Dalius], Barauskas, R.[Rimantas],
Convolutional Neural Network-Based Approximation of Coverage Path Planning Results for Parking Lots,
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Xiao, X.[Xiao], Peng, Z.Y.[Zi-Yan], Lin, Y.Q.[Yun-Qing], Jin, Z.[Zhiling], Shao, W.[Wei], Chen, R.[Rui], Cheng, N.[Nan], Mao, G.Q.[Guo-Qiang],
Parking Prediction in Smart Cities: A Survey,
ITS(24), No. 10, October 2023, pp. 10302-10326.
IEEE DOI 2310
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Lou, L.L.[Liang-Liang], Zhou, M.[Miao], Chen, B.[Biao], Lu, M.[Mingan], Zheng, C.L.[Chun-Lei], Zhang, S.Q.[Shi-Qing],
An Environmental Energy Harvesting-Driven Wireless Parking Detection Method: Analysis and Implementation,
ITS(24), No. 9, September 2023, pp. 10186-10196.
IEEE DOI 2310
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Huang, Y.[Yue], Gan, H.C.[Hong-Cheng], Lu, H.[Huan], Wang, X.Y.[Xin-Yu], Wang, W.J.[Wen-Jing],
Park-and-ride choice behaviour under multimodal travel information: Analysis based on panel mixed logit model,
IET-ITS(17), No. 10, 2023, pp. 2063-2074.
DOI Link 2310
behavioural sciences, driver information systems, drives, traveller information BibRef

Alkan, T., Durduran, S.S.,
GIS-supported Mapping of Suitable Parking Areas Using AHP Method: The Case of Konya,
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Leichter, A., Feuerhake, U., Sester, M.,
Determination of Parking Space and Its Concurrent Usage Over Time Using Semantically Segmented Mobile Mapping Data,
ISPRS21(B2-2021: 185-192).
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Henry, C., Hellekes, J., Merkle, N., Azimi, S.M., Kurz, F.,
Citywide Estimation of Parking Space Using Aerial Imagery and OSM Data Fusion with Deep Learning and Fine-grained Annotation,
ISPRS21(B2-2021: 479-485).
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Rolwes, A., Böhm, K.,
Analysis and Evaluation of Geospatial Factors In Smart Cities: A Study Of Off-street Parking In Mainz, Germany,
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Traffic intersection monitoring using fusion of GMM-based deep learning classification and geometric warping,
IVCNZ17(1-5)
IEEE DOI 1902
convolution, feature extraction, feedforward neural nets, Gaussian processes, traffic safety feature extraction BibRef

Dardor, M., Chlyah, M., Boumhidi, J.,
Incident detection in signalized urban roads based on genetic algorithm and support vector machine,
ISCV18(1-6)
IEEE DOI 1807
genetic algorithms, road traffic, support vector machines, traffic engineering computing, GA-SVM, signalized urban roads BibRef

Cheong, C.W.[Clarence Weihan], Lim, R.W.S.[Ryan Woei-Sheng], See, J.[John], Wong, L.K.[Lai-Kuan], Tan, I.K.T.[Ian K. T.], Aris, A.[Azrin],
Vehicle Semantics Extraction and Retrieval for Long-Term Carpark Video Surveillance,
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Springer DOI 1802
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Hatri, C.E., Boumhidi, J.,
Fuzzy deep learning based urban traffic incident detection,
ISCV17(1-6)
IEEE DOI 1710
back-propagation algorithm, deep network, detection rate, urban traffic incident detection, BibRef

Ahrnbom, M., Åström, K., Nilsson, M.,
Fast Classification of Empty and Occupied Parking Spaces Using Integral Channel Features,
Traffic16(1609-1615)
IEEE DOI 1612
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Forczmanski, P.[Pawel], Nowosielski, A.[Adam],
Multi-view Data Aggregation for Behaviour Analysis in Video Surveillance Systems,
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Springer DOI 1611
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AVSS17(1-5)
IEEE DOI 1806
Internet of Things, cloud computing, intelligent transportation systems, Smart cities BibRef

di Mauro, D.[Daniele], Battiato, S.[Sebastiano], Patanè, G.[Giuseppe], Leotta, M.[Marco], Maio, D.[Daniele], Farinella, G.M.[Giovanni M.],
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WSSIP16(1-4)
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mobile computing BibRef

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Vision-based vehicle queue analysis at junctions,
AVSS15(1-6)
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Contextual Combination of Appearance and Motion for Intersection Videos with Vehicles and Pedestrians,
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computer vision BibRef

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AVSS15(1-6)
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intelligent transportation systems BibRef

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ICPR14(4642-4647)
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Cameras BibRef

Lin, D.T.[Daw-Tung], Hsu, C.H.[Chin-Hao],
Crossroad Traffic Surveillance Using Superpixel Tracking and Vehicle Trajectory Analysis,
ICPR14(2251-2256)
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Loitering Behaviour Detection of Boats at Sea,
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Li, C.C.[Cong-Cong], Wu, Y.T.[Yi-Ta], Yu, S.S.[Shiaw-Shian], Chen, T.H.[Tsu-Han],
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Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Applied Traffic Surveillance, Control for Intersections .