Dynamic Attention-Based CVAE-GAN for Pedestrian Trajectory Prediction
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3231531
Abstract: Predicting pedestrian trajectories is crucial for human-interactive systems. This task is compounded by the inherently multimodal nature of human motions and complex external and internal factors such as social interactions and intentions. In this letter,… read more here.
Keywords: dynamic attention; attention based; attention; based cvae ... See more keywords
Dynamic Attention Guided Multi-Trajectory Analysis for Single Object Tracking
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3056684
Abstract: Most of the existing single object trackers track the target in a unitary local search window, making them particularly vulnerable to challenging factors such as heavy occlusions and out-of-view movements. Despite the attempts to further… read more here.
Keywords: attention guided; single object; dynamic attention; trajectory ... See more keywords
Transformer-Based Model with Dynamic Attention Pyramid Head for Semantic Segmentation of VHR Remote Sensing Imagery
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DOI: 10.3390/e24111619
Abstract: Convolutional neural networks have long dominated semantic segmentation of very-high-resolution (VHR) remote sensing (RS) images. However, restricted by the fixed receptive field of convolution operation, convolution-based models cannot directly obtain contextual information. Meanwhile, Swin Transformer… read more here.
Keywords: pyramid head; attention; attention pyramid; swin transformer ... See more keywords