1
|
Uzma, Halim Z. An ensemble filter-based heuristic approach for cancerous gene expression classification. Knowl Based Syst 2021. [DOI: 10.1016/j.knosys.2021.107560] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
2
|
Lin CC, Kang JR, Liang YL, Kuo CC. Simultaneous feature and instance selection in big noisy data using memetic variable neighborhood search. Appl Soft Comput 2021. [DOI: 10.1016/j.asoc.2021.107855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
3
|
Wen B, Chen S, Shao C. Temporal action proposal for online driver action monitoring using Dilated Convolutional Temporal Prediction Network. COMPUT IND 2020. [DOI: 10.1016/j.compind.2020.103255] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
|
4
|
Faiedh H, Farhat W, Hamdi S, Souani C. Embedded Real-Time System for Traffic Sign Recognition on ARM Processor. INTERNATIONAL JOURNAL OF APPLIED METAHEURISTIC COMPUTING 2020. [DOI: 10.4018/ijamc.2020040104] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
This article proposes the design of a novel hardware embedded system used for automatic real-time road sign recognition. The algorithm used was implemented in two main steps. The first step, which detects the road signs, is performed by the maximally stable extremal region method on HSV color space. The second step enables the recognition of the detected signs by using the oriented fast and rotated brief features method. The novelty of the embedded hardware system, on an ARM processor, leads to a real-time implementation of the ADAS applications. The proposed system was tested on the Belgium Traffic Sign Detection and Recognition Benchmark and on the German Traffic Signs Datasets. The proposed approach attained a high detection and recognition rate with real-world situations. The achieved results are acceptable when compared to state-of-the-art systems.
Collapse
Affiliation(s)
- Hassene Faiedh
- Higher Institute of Applied Sciences and Technology. Sousse University, Sousse, Tunisia
| | - Wajdi Farhat
- Higher Institute of Applied Sciences and Technology. Sousse University, Sousse, Tunisia
| | - Sabrine Hamdi
- National School of Engineers, Sousse University, Sousse, Tunisia
| | - Chokri Souani
- Higher Institute of Applied Sciences and Technology, Sousse University, Sousse, Tunisia
| |
Collapse
|
5
|
An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation. Pattern Anal Appl 2020. [DOI: 10.1007/s10044-020-00873-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
|
6
|
A parameter-free hybrid instance selection algorithm based on local sets with natural neighbors. APPL INTELL 2020. [DOI: 10.1007/s10489-019-01598-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
|
7
|
Li AD, He Z, Zhang Y. Bi-objective variable selection for key quality characteristics selection based on a modified NSGA-II and the ideal point method. COMPUT IND 2016. [DOI: 10.1016/j.compind.2016.05.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|