Deep reinforcement learning-based DQN agent algorithm for visual object tracking in a virtual environmental simulation
JH Park, K Farkhodov, SH Lee, KR Kwon - Applied Sciences, 2022 - mdpi.com
The complexity of object tracking models among hardware applications has become a more
in-demand task to accomplish with multifunctional algorithm skills in various indeterminable …
in-demand task to accomplish with multifunctional algorithm skills in various indeterminable …
基于注意力机制和孪生网络的跟踪算法研究.
王玲, 周磊, 王鹏, 白燕娥 - Journal of Computer …, 2022 - search.ebscohost.com
提出融合卷积通道注意力机制, 堆叠通道注意力机制和空间注意力机制的孪生网络跟踪器(ThrAtt-
Siam) 来提升跟踪性能. ThrAtt-Siam 跟踪器以SiameseFC 为基础, 通过在低卷积层融合卷积 …
Siam) 来提升跟踪性能. ThrAtt-Siam 跟踪器以SiameseFC 为基础, 通过在低卷积层融合卷积 …
Context-aware and occlusion handling mechanism for online visual object tracking
Object tracking is still an intriguing task as the target undergoes significant appearance
changes due to illumination, fast motion, occlusion and shape deformation. Background …
changes due to illumination, fast motion, occlusion and shape deformation. Background …
SiamCAM: A real-time Siamese network for object tracking with compensating attention mechanism
K Huang, P Qin, X Tu, L Leng, J Chu - Applied Sciences, 2022 - mdpi.com
The Siamese-based object tracking algorithm regards tracking as a similarity matching
problem. It determines the object location according to the response value of the object …
problem. It determines the object location according to the response value of the object …
Siamese tracker with temporal information based on transformer-like feature fusion mechanism
Y Shi, Z Wu, Y Chen, J Dong - Machine Vision and Applications, 2023 - Springer
The position of the target in video trackers based on the Siamese network is usually
obtained by calculating the similarity score of features between the target template and the …
obtained by calculating the similarity score of features between the target template and the …
[PDF][PDF] Att-SiamMask: Attention-based Network For Enhanced Visual Object Tracking.
AO Elsaid, MM Fouad… - J. Inf. Hiding Multim. Signal …, 2022 - researchgate.net
Visual object tracking finds the correspondence of the target object in consequent video
frames given only the target position in the starting frame, which is considered a major …
frames given only the target position in the starting frame, which is considered a major …
Siamese-Based Attention Learning Networks for Robust Visual Object Tracking
Tracking with the siamese network has recently gained enormous popularity in visual object
tracking by using the template-matching mechanism. However, using only the template …
tracking by using the template-matching mechanism. However, using only the template …