Small Aerial Target Detection for Airborne Infrared Detection Systems Using LightGBM and Trajectory Constraints
Factors, such as rapid relative motion, clutter background, etc., make robust small aerial target detection for airborne infrared detection systems a challenge. Existing methods are facing difficulties when dealing with such cases. We consider that a continuous and smooth trajectory is critical in b...
Main Authors: | Xiaoliang Sun, Liangchao Guo, Wenlong Zhang, Zi Wang, Qifeng Yu |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2021-01-01
|
Series: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/9548817/ |
Similar Items
-
Fake news detection based on a hybrid BERT and LightGBM models
by: Ehab Essa, et al.
Published: (2023-05-01) -
An Efficient Combination of Convolutional Neural Network and LightGBM Algorithm for Lung Cancer Histopathology Classification
by: Esraa A.-R. Hamed, et al.
Published: (2023-07-01) -
Merging Satellite and Gauge-Measured Precipitation Using LightGBM With an Emphasis on Extreme Quantiles
by: Hristos Tyralis, et al.
Published: (2023-01-01) -
Prediction of Gas Concentration Based on LSTM-LightGBM Variable Weight Combination Model
by: Xiangqian Wang, et al.
Published: (2022-01-01) -
Boosting Algorithm to Handle Unbalanced Classification of PM<sub>2.5</sub> Concentration Levels by Observing Meteorological Parameters in Jakarta-Indonesia Using AdaBoost, XGBoost, CatBoost, and LightGBM
by: Toni Toharudin, et al.
Published: (2023-01-01)