Call for Papers:Vol.12 Issue.1

Submission
Last date		 28-Feb-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-1. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN
PaperId: :  17647
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 4 2022
DUI:    16.0415/IJARIIE-17647
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
KAMBHAMPATI SAHITHIVasireddy Venkatadri Institute of Technology
JAMANLLAMUDI RAJKUMARIVasireddy Venkatadri Institute of Technology
AKKALA PRANATHIVasireddy Venkatadri Institute of Technology
GONDI SAIPOOJAVasireddy Venkatadri Institute of Technology

Abstract

Information Technology
Image Localization, Object Detection, Image Segmentation, Machine Learning, Deep Learning.
Automating Road traffic system is a compulsive measure in recent times as the demand of vehicles increasing & congestion is everywhere. An image segmentation mechanism in this application will be useful to automate. The main objective of an image segmentation is to divide an image into many sections for the further analysis, so we can get the only necessary or a segment of information. The partitioning the image will be based on some image features like color, texture, pixel intensity value etc. There are several techniques of image segmentation like region based method, edge based method, clustering methods.This project demonstrates how image segmentation mechanism takes place in any Road traffic application using region based method by Mask R-CNN architecture.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE KAMBHAMPATI SAHITHI, JAMANLLAMUDI RAJKUMARI, AKKALA PRANATHI, and GONDI SAIPOOJA. "IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 4 2022 Page 29-36
MLA KAMBHAMPATI SAHITHI, JAMANLLAMUDI RAJKUMARI, AKKALA PRANATHI, and GONDI SAIPOOJA. "IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN." International Journal Of Advance Research And Innovative Ideas In Education 8.4(2022) : 29-36.
APA KAMBHAMPATI SAHITHI, JAMANLLAMUDI RAJKUMARI, AKKALA PRANATHI, & GONDI SAIPOOJA. (2022). IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN. International Journal Of Advance Research And Innovative Ideas In Education, 8(4), 29-36.
Chicago KAMBHAMPATI SAHITHI, JAMANLLAMUDI RAJKUMARI, AKKALA PRANATHI, and GONDI SAIPOOJA. "IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 4 (2022) : 29-36.
Oxford KAMBHAMPATI SAHITHI, JAMANLLAMUDI RAJKUMARI, AKKALA PRANATHI, and GONDI SAIPOOJA. 'IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, 2022, p. 29-36. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/IMAGE_SEGMENTATION_IN_ROAD_TRAFFIC_APPLICATION_USING_MASK_R_CNN_ijariie17647.pdf (Accessed : ).
Harvard KAMBHAMPATI SAHITHI, JAMANLLAMUDI RAJKUMARI, AKKALA PRANATHI, and GONDI SAIPOOJA. (2022) 'IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN', International Journal Of Advance Research And Innovative Ideas In Education, 8(4), pp. 29-36IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/IMAGE_SEGMENTATION_IN_ROAD_TRAFFIC_APPLICATION_USING_MASK_R_CNN_ijariie17647.pdf (Accessed : )
IEEE KAMBHAMPATI SAHITHI, JAMANLLAMUDI RAJKUMARI, AKKALA PRANATHI, and GONDI SAIPOOJA, "IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, pp. 29-36, Jul-Aug 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/IMAGE_SEGMENTATION_IN_ROAD_TRAFFIC_APPLICATION_USING_MASK_R_CNN_ijariie17647.pdf [Accessed : ].
Turabian KAMBHAMPATI SAHITHI, JAMANLLAMUDI RAJKUMARI, AKKALA PRANATHI, and GONDI SAIPOOJA. "IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 4 ().
Vancouver KAMBHAMPATI SAHITHI, JAMANLLAMUDI RAJKUMARI, AKKALA PRANATHI, and GONDI SAIPOOJA. IMAGE SEGMENTATION IN ROAD TRAFFIC APPLICATION USING MASK R-CNN. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(4) : 29-36. Available from: https://ijariie.com/AdminUploadPdf/IMAGE_SEGMENTATION_IN_ROAD_TRAFFIC_APPLICATION_USING_MASK_R_CNN_ijariie17647.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Enhancing Historical Consciousness through Digital Storytelling among Grade 11 General Academic Strand Students of Purisima National High School”SOCIAL SCIENCECHARITY P. CANONIGO Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning,TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
WEALTH: YOUR SMART EXPENSE TRACKER AND FINANCIAL ADVISORInformation TechnologyPratiksha Mankar Download
SUVIDHA An E-commerce website for Local LaboursInformation Technology Aman Milind Mandape Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning, TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
EDUNEXUS – A Student Development ApplicationInformation TechnologyNamrata Kanhole Download
Review on Festagram: An Event Management System for CollegesInformation science and engineeringAdarsh Download
Deep Learning Based 3D Object Detection and Pose EstimationComputer EngineeringPayal Behune Download
AI-Based Dynamic Route Generation and Optimization Using Real-Time Traffic and Road ParametersInformation Technology EngineeringAniket Ubale Download
SMART EXPIRY DATE TRACKER WITH FOOD RECOMMENDATIONSInformation Science and EngineeringMr Pradeep Nayak Download
A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTSInformation Science and EngineeringKratika Sudarshan Halankar Download
A Review on Smart Appointment Scheduling Systems for Modern Hospital ManagementInformation Science and EngineeringDivya S Nayak Download
A Comprehensive Review of AI-Powered Resume Screening and Analysis SystemsInformation Science and EngineeringMr NAGESH U B Download
Stock Data Prediction and Visualization using Advanced Learning and Dash FrameworkInformation on Science and EngineeringMr Mounesh Download
BLOOD BANK AND DONOR MANAGEMENT SYSTEMInformation Science and Engineering Mr. Mounesh A Download
12