A Concise Survey on Computer Vision in Self-Driving

In this paper, the computer vision with self-driving cars has been discussed. The main points which discussed here are the units of the self driving car, the core components of self- driving cars, Safety problems of road vehicles are also presented. In this modern world, the technology is growing very fast. One of the path changing technology which is been implementing are Self-driving cars [1]. A Self Driving car is a vehicle that is capable of sensing its environment and able to do the necessary navigation without the human input. These self-driving cars are being preferred more by the people because less work and safe journey. The vision-based system can effectively detect and accurately recognize multiple objects on the road, such as traffic signs, traffic lights, and pedestrians. The main idea which has been discussed here is General in-vehicle driver support system architecture [2]. To detect and track vehicles and other kinds of objects often with different sensors are used. Thus, giving humans the capability of using the self- driving vehicle for daily usage will change the current scenario of transportation and helps to improve the user driving experience. . Keywords computer vision, LiDAR, radar, object detection.

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Publication Details

Journal
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Published
2025-04-19
DOI
https://doi.org/10.55041/ijsrem45087
Primary Topic
Autonomous Vehicle Technology and Safety
Type
article
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0.00
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article

A Concise Survey on Computer Vision in Self-Driving

UMESH CHANDRA MAKKENA
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Autonomous Vehicle Technology and Safety
article

A Concise Survey on Computer Vision in Self-Driving

UMESH CHANDRA MAKKENA
article en

Abstract

In this paper, the computer vision with self-driving cars has been discussed. The main points which discussed here are the units of the self driving car, the core components of self- driving cars, Safety problems of road vehicles are also presented. In this modern world, the technology is growing very fast. One of the path changing technology which is been implementing are Self-driving cars [1]. A Self Driving car is a vehicle that is capable of sensing its environment and able to do the necessary navigation without the human input. These self-driving cars are being preferred more by the people because less work and safe journey. The vision-based system can effectively detect and accurately recognize multiple objects on the road, such as traffic signs, traffic lights, and pedestrians. The main idea which has been discussed here is General in-vehicle driver support system architecture [2]. To detect and track vehicles and other kinds of objects often with different sensors are used. Thus, giving humans the capability of using the self- driving vehicle for daily usage will change the current scenario of transportation and helps to improve the user driving experience. . Keywords computer vision, LiDAR, radar, object detection.

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTVol. 09(04)
Openalex Percentile: Top 93%
Autonomous Vehicle Technology and Safety
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A Concise Survey on Computer Vision in Self-Driving — UMESH CHANDRA MAKKENA · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT (2025) | TGRS Research Map | TGRS