Vehicle Detection through Instance Segmentation using Mask R-CNN for Intelligent Vehicle System

Author(s):  
Apoorva Ojha ◽  
Satya Prakash Sahu ◽  
Deepak Kumar Dewangan
CICTP 2018 ◽  
2018 ◽  
Author(s):  
Xuejin Wan ◽  
Shangfo Huang ◽  
Bowen Du ◽  
Rui Sun ◽  
Jiong Wang ◽  
...  

Author(s):  
Wenkai Liu ◽  
Aigong Xu ◽  
Menglong Wu ◽  
Xiaowei Dong

2013 ◽  
Vol 347-350 ◽  
pp. 666-671
Author(s):  
Shubra Deb Das ◽  
Jue Yang ◽  
Muktadir Rahman Chowdhury ◽  
Mary Cindy Ah Kioon

In this paper we propose a intelligent vehicle system design with MK60N512VMD100 as the micro-controller unit and CMOS image sensor to obtain image information of the track. Our proposed comparator circuit instead of an A/D conversion to obtain the binary image enables us to achieve a bigger field of view and a higher processing speed. A unique algorithm to extract track information and to successfully extract the black guide line is devised. We also design a PID closed-loop control to adjust the rotate speed of driving electromotor and direction of steering electromotor. The results indicate that our design proposal is feasible. The intelligent vehicle could successfully achieve a high speed, while maintaining an excellent stability.


2014 ◽  
Vol 20 (9) ◽  
Author(s):  
Chung-Hee Lee ◽  
Young-Chul Lim ◽  
Dongyoung Kim ◽  
Kyu-Ik Sohng

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