Aug 13, 2024 · We propose a novel tracker called PI-trans, which utilizes the transformer to propagate prior information, allowing the tracker to adapt to ...
Aug 13, 2024 · In this paper, we have integrated a siamese network with the transformer, where the former utilizes ResNet50 as the backbone network to extract the target ...
Aug 16, 2024 · In this paper, we have integrated a siamese network with the transformer, where the former utilizes ResNet50 as the backbone network to extract the target ...
Mar 22, 2021 · The transformer decoder propagates the tracking cues from previous templates to the current frame, which facilitates the object searching ...
Missing: prior | Show results with:prior
Mar 17, 2021 · The transformer decoder propagates the tracking cues from previous templates to the current frame, which facilitates the object searching ...
Comparison of Success for BC, IV, OCC and DEF attributes on OTB100. It. Propagating prior information with transformer for robust visual object tracking.
This paper presents a Temporal Relation Transformer Tracker (TRTT) for robust visual tracking, providing a concise approach to modeling temporal relations by ...
Missing: prior | Show results with:prior
Although AOT successfully introduces the hierarchical propagation into VOS, the hierarchical propagation can gradually propagate information from past frames to ...
Jan 1, 2024 · In this paper, we propose a new transformer tracking method of GTTrack by defining Gaussian Attention (GA) and Adaptive Focusing Module (AFM).
Propagating the features from previous frames to the current patch smooths the appearance changes and remedies the context noises while transforming the spatial ...