A pedestrian detection method based on genetic algorithm for optimize XGBoost training parameters

Y Jiang, G Tong, H Yin, N **ong - IEEE Access, 2019 - ieeexplore.ieee.org
In this paper, we present a machine learning classifier which is used for pedestrian detection
based on XGBoost. Our approach, the Genetic Algorithm is introduced to optimize the …

[HTML][HTML] Self-powered infrared detector enabled by interfacial anchoring and thermal reinforcement

X Luo, W Li, L Yuan, G **e, Y Su - Nano Trends, 2024 - Elsevier
Pyroelectricity enables autonomous perception and remote detection in the field of infrared
sensor, human machine interfacing and virtual reality. However, the low pyroelectric …

Review of pedestrian detection techniques in automotive far‐infrared video

P Hurney, P Waldron, F Morgan… - IET intelligent …, 2015 - Wiley Online Library
The use of advanced driver assistance systems is becoming increasingly common in road‐
going vehicles. One application of these driver assistance systems is in the automated …

Efficient pedestrian detection at nighttime using a thermal camera

J Baek, S Hong, J Kim, E Kim - Sensors, 2017 - mdpi.com
Most of the commercial nighttime pedestrian detection (PD) methods reported previously
utilized the histogram of oriented gradient (HOG) or the local binary pattern (LBP) as the …

Pedestrian detection at night in infrared images using an attention-guided encoder-decoder convolutional neural network

Y Chen, H Shin - Applied Sciences, 2020 - mdpi.com
Pedestrian-related accidents are much more likely to occur during nighttime when visible
(VI) cameras are much less effective. Unlike VI cameras, infrared (IR) cameras can work in …

Thermal image human detection using Haar-cascade classifier

CH Setjo, B Achmad - 2017 7th International Annual …, 2017 - ieeexplore.ieee.org
Haar-Cascade classifier method has been applied to detect the presence of a human on the
thermal image. The evaluation was done on the performance of detection, represented by its …

Thermal-based analysis for the automatic detection and characterization of thermal bridges in buildings

I Garrido, S Lagüela, P Arias, J Balado - Energy and Buildings, 2018 - Elsevier
There are several techniques for the performance of energy studies in buildings, where
infrared thermography is widely used for the study of the composition of the envelopes, to …

Saliency-based pedestrian detection in far infrared images

Y Cai, Z Liu, H Wang, X Sun - IEEE Access, 2017 - ieeexplore.ieee.org
Night time pedestrian detection is more and more important in advanced driver assistant
systems (ADAS). Traditional pedestrian detection algorithms in far infrared (FIR) images lack …

Early detection of sudden pedestrian crossing for safe driving during summer nights

M Jeong, BC Ko, JY Nam - … on circuits and systems for video …, 2016 - ieeexplore.ieee.org
Sudden pedestrian crossing (SPC) is the major reason for pedestrian-vehicle crashes. In
this paper, we focus on detecting SPCs at night for supporting an advanced driver …

Integrative binocular vision detection method based on infrared and visible light fusion for conveyor belts longitudinal tear

T Qiao, L Chen, Y Pang, G Yan, C Miao - Measurement, 2017 - Elsevier
Real-time and reliable detection of conveyor belt longitudinal tear is an important task in
mining operations. This paper presents a novel method of Integrative Binocular Vision …