Meta-learning approaches for few-shot learning: A survey of recent advances
Despite its astounding success in learning deeper multi-dimensional data, the performance
of deep learning declines on new unseen tasks mainly due to its focus on same-distribution …
of deep learning declines on new unseen tasks mainly due to its focus on same-distribution …
Correlation Filter based Single Object Tracking: A Review
In recent years, correlation filter-based (CF) tracking algorithms have gained momentum in
the field of visual tracking. CF tracking algorithms have achieved compelling performance by …
the field of visual tracking. CF tracking algorithms have achieved compelling performance by …
Deep reinforcement learning-based controller for dynamic positioning of an unmanned surface vehicle
W Yuan, X Rui - Computers and Electrical Engineering, 2023 - Elsevier
Dynamic positioning (DP) system is of great significance for the unmanned surface vehicle
(USV) to achieve fully autonomous navigation. Traditional control schemes have problems …
(USV) to achieve fully autonomous navigation. Traditional control schemes have problems …
SENSE: Hyperspectral video object tracker via fusing material and motion cues
Hyperspectral video offers a wealth of material and motion cues about objects. This
advantage proves invaluable in addressing the inherent limitations of generic RGB video …
advantage proves invaluable in addressing the inherent limitations of generic RGB video …
Dynamic Resource Allocation Techniques for Wireless Network Data in Elastic Optical Network Applications
Different devices and applications in wireless networks share spectrum resources
reasonably. However, there are still issues such as channel overlap and adjacent …
reasonably. However, there are still issues such as channel overlap and adjacent …
Basketball flight trajectory tracking using video signal filtering
During a basketball game, the ball moves are dynamic, and it is very hard for athletes and
trainers to track every move of the ball. An accurate image tracking of a basketball flight path …
trainers to track every move of the ball. An accurate image tracking of a basketball flight path …
A recommendation system of personalized resource reliability for online teaching system under large-scale user access
W Chen, T Yang - Mobile Networks and Applications, 2023 - Springer
In an online teaching system, the massive increment of offline storage data, teaching videos,
and other data can not fit the requirements of personalized resource recommendation under …
and other data can not fit the requirements of personalized resource recommendation under …
Attention-based multimodal deep learning on vision-language data: models, datasets, tasks, evaluation metrics and applications
Multimodal learning has gained immense popularity due to the explosive growth in the
volume of image and textual data in various domains. Vision-language heterogeneous …
volume of image and textual data in various domains. Vision-language heterogeneous …
Image Identification Method of Ice Thickness on Transmission Line Based on Visual Sensing
M Hu, J He, M Alsabaan - Mobile Networks and Applications, 2023 - Springer
In order to obtain high precision image identification results of transmission line ice
thickness, an image identification method of transmission line ice thickness based on visual …
thickness, an image identification method of transmission line ice thickness based on visual …
High-precision matching algorithm for multi-image segmentation of micro animation videos in mobile network environment
Y Su, Y Djenouri - Mobile Networks and Applications, 2023 - Springer
In the mobile network environment, the accuracy of related image matching algorithms is
affected by factors such as bandwidth uncertainty and channel interference, resulting in …
affected by factors such as bandwidth uncertainty and channel interference, resulting in …