prof. dr hab. inż. Andrzej Stateczny
Zatrudnienie
Media społecznościowe
Kontakt
- andstate@pg.edu.pl
Wybrane publikacje
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Cascade Object Detection and Remote Sensing Object Detection Method Based on Trainable Activation Function
Object detection is an important process in surveillance system to locate objects and it is considered as major application in computer vision. The Convolution Neural Network (CNN) based models have been developed by many researchers for object detection to achieve higher performance. However, existing models have some limitations such as overfitting problem and lower efficiency in small object detection. Object detection in remote...
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Radar and Automatic Identification System Track Fusion in an Electronic Chart Display and Information System
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Satellite Image Classification Using a Hierarchical Ensemble Learning and Correlation Coefficient-Based Gravitational Search Algorithm
Satellite image classification is widely used in various real-time applications, such as the military, geospatial surveys, surveillance and environmental monitoring. Therefore, the effective classification of satellite images is required to improve classification accuracy. In this paper, the combination of Hierarchical Framework and Ensemble Learning (HFEL) and optimal feature selection is proposed for the precise identification...
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