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Call for Papers:Vol.11 Issue.3

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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.

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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
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