Scale-aware spatial pyramid pooling with both encoder-mask and scale-attention for semantic segmentation
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DOI: 10.1016/j.neucom.2019.11.042
Abstract: Abstract This paper focuses on semantic segmentation of scenes by capturing the appropriate scale, rich detail and contextual dependencies in a feature representation. Semantic segmentation is a pixel-level classification task and has made steady progress… read more here.
Keywords: aware spatial; scale aware; spatial pyramid; semantic segmentation ... See more keywords
GA-STT: Human Trajectory Prediction With Group Aware Spatial-Temporal Transformer
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DOI: 10.1109/lra.2022.3176064
Abstract: Human trajectory prediction is a crucial yet challenging problem, which is of fundamental importance to robotics and autonomous driving vehicles. The core challenge lies in effectively modeling the socially aware spatial interaction and complex temporal… read more here.
Keywords: group; trajectory prediction; spatial temporal; aware spatial ... See more keywords
Rotation-Invariant Task-Aware Spatial Disentanglement in Rotated Ship Detection Based on the Three-Stage Method
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DOI: 10.1109/tgrs.2021.3102126
Abstract: The ``shared head for classification and localization'' (sibling head) has been leading the fashion of the object detection community over the past years. However, the article by Song et al. (2020) found that there is… read more here.
Keywords: aware spatial; task aware; method; rotation ... See more keywords