Search Results for author: Mohammud Junaid Bocus

Found 8 papers, 3 papers with code

Computer-Aided Road Inspection: Systems and Algorithms

1 code implementation4 Mar 2022 Rui Fan, Sicen Guo, Li Wang, Mohammud Junaid Bocus

Road damage is an inconvenience and a safety hazard, severely affecting vehicle condition, driving comfort, and traffic safety.

Road Damage Detection

Learning Collision-Free Space Detection from Stereo Images: Homography Matrix Brings Better Data Augmentation

no code implementations14 Dec 2020 Rui Fan, Hengli Wang, Peide Cai, Jin Wu, Mohammud Junaid Bocus, Lei Qiao, Ming Liu

Therefore, this paper mainly explores an effective training data augmentation approach that can be employed to improve the overall DCNN performance, when additional images captured from different views are available.

Data Augmentation Semantic Segmentation

Computer Stereo Vision for Autonomous Driving

no code implementations6 Dec 2020 Rui Fan, Li Wang, Mohammud Junaid Bocus, Ioannis Pitas

As an important component of autonomous systems, autonomous car perception has had a big leap with recent advances in parallel computing architectures.

Autonomous Driving Image Segmentation +3

A Novel Disparity Transformation Algorithm for Road Segmentation

no code implementations8 Aug 2018 Rui Fan, Mohammud Junaid Bocus, Naim Dahnoun

The transformation is achieved using two parameters: roll angle and fitted disparity value with respect to each row.

Road Segmentation

Real-Time Subpixel Fast Bilateral Stereo

1 code implementation5 Jul 2018 Rui Fan, Yanan Liu, Mohammud Junaid Bocus, Lujia Wang, Ming Liu

Stereo vision technique has been widely used in robotic systems to acquire 3-D information.

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