A5111120015- Advanced Data Compression Techniques
- Image and Signal Denoising Methods
- Advanced Image Processing Techniques
National University of Defense Technology
2025
Wuhan University
2023
In the field of maritime safety research, ship behavior analysis is usually based on data provided by automatic identification systems (AISs). Prevailing studies predominantly focus detecting behaviors vessels that may affect safety, especially abnormal disappearance AIS signals, neglecting subsequent measures to trace these illegal ships. To fill this gap, we propose a deep learning model named multi-dimensional convolutional long short-term memory (MConLSTM) tackle challenge recognizing...
Learned image compression (LIC) has shown significant potential and better rate-distortion performance than traditional techniques. However, existing CNN-based approaches or window-based self-attention methods can only capture spatial information within fixed ranges. To tackle this limitation, we propose a novel method with dynamic aggregation for transform coding. Our approach introduces enhanced adaptive aggregation, which generates kernel offsets to relevant content-dependent ranges,...