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AN ALGORITHM FOR SPEED ESTIMATION AND SPEED VIOLATION DETECTION OF A VEHICLE USING COMPUTER VISION

Nikesha Sanjaybhai Patel
2018 International Journal of Advanced Research in Computer Science  
Vehicle tracking in a precise way is critical task for the process of estimating the speed using only video data.  ...  The proposed approach gives the method which contains the optical flow algorithm with corner detection for tracking the vehicle.  ...  General process for speed estimation includes Image preprocessing, background subtraction, vehicle tracking, and speed calculation operations on images derived from images. II.  ... 
doi:10.26483/ijarcs.v9i2.5737 fatcat:bwstjllrnfccfatlucvgxhks6y

Real time object tracking based on dynamic feature grouping with background subtraction

ZuWhan Kim
2008 2008 IEEE Conference on Computer Vision and Pattern Recognition  
We introduce an object detection and tracking approach that combines the background subtraction algorithm and the feature tracking and grouping algorithm.  ...  We first present an augmented background subtraction algorithm which uses a low-level feature tracking as a cue.  ...  We introduced an augmentation to the background subtraction algorithm that uses a corner feature tracking as a cue, and a feature tracking and grouping algorithm that uses a background subtraction result  ... 
doi:10.1109/cvpr.2008.4587551 dblp:conf/cvpr/Kim08 fatcat:fo5rnzt3mncrfbajwjlzayxr2a

"Moving Object Tracking of Vehicle Detection": A Concise Review

A. P. Shukla, Mona Saini
2015 International Journal of Signal Processing, Image Processing and Pattern Recognition  
Vehicle detection and tracking applications play an important role for military and civilian applications such as in highway traffic surveillance control management and traffic planning.This paper presents  ...  The traffic image analysis comprises of three parts: (1) Traffic Analysis (2) Motion Vehicle Detection and Segmentation Approaches and (3) Vehicle Tracking Approaches.  ...  Background subtraction and motion estimation for tracking an object.  ... 
doi:10.14257/ijsip.2015.8.3.15 fatcat:zcu25uzzijaefie55pt3zvvrwm

Moving vehicle detection from video sequences for Traffic Surveillance System

Jency Rubia J, Babitha Lincy R, Ahmed Thair Al-Heety
2021 ITEGAM- Journal of Engineering and Technology for Industrial Applications (ITEGAM-JETIA)  
help of a Boundary block detection algorithm, and tracking the vehicle.  ...  This paper includes automatic vehicle counting with the help of blob analysis, background subtraction with the use of a dynamic autoregressive moving average model, identify the moving objects with the  ...  III.3 BACKGROUND AND FOREGROUND SUBTRACTION Background and foreground Subtraction technique is deliberated to be one of the most reliable methods for moving vehicle finding.  ... 
doi:10.5935/jetia.v7i27.731 fatcat:7gff7gh6jze3dimytajoffipbm

A real-time system for vehicle detection with shadow removal and vehicle classification based on vehicle features at urban roads

Issan Atouf, Wahban Yahya Al Okaishi, Abdelmoghit Zaaran, Ibtissam Slimani, Mohamed Benrabh
2020 International Journal of Power Electronics and Drive Systems (IJPEDS)  
In the vehicle detection, the background subtraction is utilized to detect the moving vehicles by employing mixture of Gaussians (MoGs) algorithm, and then the removal shadow algorithm is developed to  ...  In this paper, a vehicle detection and classification system at intersections is proposed. The system consists of three main phases: vehicle detection, vehicle tracking and vehicle classification.  ...  In the vehicle detection, the background subtraction is utilized to detect the moving vehicles by employing mixture of Gaussians (MoGs) algorithm, and then the removal shadow algorithm is developed to  ... 
doi:10.11591/ijpeds.v11.i4.pp2091-2098 fatcat:gxrwuqy2frgnzpxnq3auvguhse

ON DETECTION AND TRACKING OF THE VEHICLES FROM THE REAL TIME VIDEO STREAM USING BACKGROUND SUBTRACTION PROCESS WITH BLOB TRACKER ALGORITHM

Maqsudur Rahman, Md. Tofael Ahmed, A. Z. M. Touhidul Islam
2020 Zenodo  
In this study, a method of tracking and detecting the vehicles from the real time video steaming using a single camera on the road has proposed in which the blob tracker algorithm is used with background  ...  subtraction (BS)process to achieve a real high-performance system.  ...  DESIGN AND IMPLEMENTATION Background Subtraction (BS) is a popular method for vehicle detection that can be done using a BS library like BGSLibrary.  ... 
doi:10.5281/zenodo.4042914 fatcat:wgu2wkyvsffyfieeeecpwwljvi

Vehicle Detection, Tracking and Counting for Traffic Surveillance using Digital Image Processing

Roopa Hittanagi
2020 International Journal for Research in Applied Science and Engineering Technology  
System extracts the features of different vehicles and gives a vehicle counter and classifier based on combination of several different video-image processing techniques including background Subtraction  ...  Now a day most of the people involving in sensor use to detect the vehicles. Even though these systems are highly effective and matured and not very budget friendly.  ...  Kunha [15] give the comparison between background subtraction algorithms for segmentation and detection of vehicles in traffic videos.  ... 
doi:10.22214/ijraset.2020.31567 fatcat:kwkdgl2r3ne3bhlecxue6elrc4

Survey on Vehicle Detection and Tracking Techniques in Video Surveillance

Swathy M., Nirmala P., Geethu P.
2017 International Journal of Computer Applications  
In Background Subtraction algorithm, the foreground vehicles are separated from the background and form a foreground mask.  ...  The algorithm was used to develop a vehicle detection and tracking system that determines vehicle counts and speeds at road-ways and freeways.  ... 
doi:10.5120/ijca2017913086 fatcat:yq22nc2xqfca7krq5hudfhbrwy

Vehicle detection using background subtraction and clustering algorithms

Puguh Budi Prakoso, Yuslena Sari
2019 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
Therefore, these methods seem to be more potential to generate the MSE values for defining a clearer threshold for background subtraction on a moving object with varying environmental conditions.  ...  OTSU is a classical algorithm used in image segmentation, which is able to cluster pixels into foreground and background.  ...  Acknowledgement This paper is supported by USAID through Sustainable Higher Education Research Alliances (SHERA) Program-Centre for Collaborative (CCR) National Center for Sustainable Transportation Technology  ... 
doi:10.12928/telkomnika.v17i3.10144 fatcat:owgmrbaelvcwfgfpgynd45rkxi

Object Detection and Identification in Surveillance Images using Image Processing

2019 International Journal of Engineering and Advanced Technology  
The goal of object detection and identification in surveillance images using image processing is to detect a particular part of the image from surveillance camera like an object's position, movement, and  ...  As this paper has been surveying and an algorithm has been proposed and implemented, the identified object has freed from the shadow, clutter, illumination changes were detected and eliminated appropriately  ...  It is used to detect the type of vehicle and it was done by advanced background subtraction methods, feature-based surf algorithms, frame differencing and motion-based methods for vehicle tracking.  ... 
doi:10.35940/ijeat.a1057.1291s319 fatcat:nwjrnnj2xbfz7auajut4uws6ge

Identification of Contours, Detection &Tracking of Vehicles

Bhargavi Gudapati
2020 International Journal for Research in Applied Science and Engineering Technology  
Detection, tracking, and counting of moving vehicles are very essential for continuous monitoring, tracking, and controlling of moving vehicles.  ...  the attentiveness of the researchers in the recent times In this paper, a traditional computer vision(OpenCV) method for moving object detection in a video-based system is so-called "background subtraction  ...  Detection of vehicles using a video-based system plays a major role as it greatly impacts the various algorithms like detection and tracking of the vehicles and hence an appropriate identification and  ... 
doi:10.22214/ijraset.2020.5430 fatcat:so24h54tkvhzxk3h22unnuc2wq

Ghost Vehicle and Shadow Removal Approach for Traffic Surveillance and Monitoring at Various Intersections Using Computer Vision

Mohammad Farukh Hashmi, Avinash G. Keskar, Ravula Sai Kiran Reddy, Ambati Uday Kaushik
2015 International Journal of Multimedia and Ubiquitous Engineering  
This paper proposes computer vision based real time vehicle detection, tracking and classification at urban intersections.  ...  As traffic surveillance technology continues to grow worldwide vehicle detection, counting, tracking and classification are gaining importance.  ...  Special thanks to Director VNIT Nagpur for providing institutional facilities and needed administrative and authoritative support during the work at VNIT.  ... 
doi:10.14257/ijmue.2015.10.3.34 fatcat:7muaaatvrne5bm2t6w6hhc7mhm

PERFORMANCE METRICS IN VIDEO SURVEILLANCE SYSTEM

AZHAR, A. A. SHAFIE, M. M. RASHID
2013 Journal of Engineering Science and Technology  
One of the areas that are being actively researched is on the abilities of surveillance systems to track multiple objects over time in occluded scenes and to keep a consistent identity for each target  ...  This survey reviews the recent developments in moving object detection and also different techniques and approaches in multiple objects tracking that have been developed by researchers.  ...  Background subtraction Background subtraction involves comparing a foreground image with a background image.  ... 
doaj:ccb4ac08b96c4af8aa059b8424a1ae0e fatcat:lbpubq7zmrck5mwtxumumeicxy

Vehicle detection for traffic flow analysis

S. Ramalingam, V. Varsani
2016 2016 IEEE International Carnahan Conference on Security Technology (ICCST)  
Varsani, 'Vehicle detection for traffic flow analysis', in ABSTRACT This paper looks at some of the algorithms that can be used for effective detection and tracking of vehicles, in particular for statistical  ...  The main methods for tracking discussed and implemented are blob analysis, optical flow and foreground detection.  ...  VEHICLE DETECTION IMPLEMENTATION A set of algorithms for vehicle detection and tracking is developed using MATLAB 8 .  ... 
doi:10.1109/ccst.2016.7815693 dblp:conf/iccst/RamalingamV16 fatcat:yrfsmioehfdlhaacbkxfveoscq

Vehicle Detection and Tracking Techniques : A Concise Review

Raad Ahmed Hadi, Ghazali Sulong, Loay Edwar George
2014 Signal & Image Processing An International Journal  
Vehicle detection process on road are used for vehicle tracking, counts, average speed of each individual vehicle, traffic analysis and vehicle categorizing objectives and may be implemented under different  ...  Vehicle detection and tracking applications play an important role for civilian and military applications such as in highway traffic surveillance control, management and urban traffic planning.  ...  An advanced background subtraction technique used to detect and extract features for vehicles in complex road scenes in traffic surveillance.  ... 
doi:10.5121/sipij.2013.5101 fatcat:ina4o2di3fd63hfxdiy2udpa2u
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