Abstract: Historical maps are unique and valuable archives that document geographic features across different time periods. However, automated analysis of historical map images remains a significant ...
Abstract: Open-vocabulary Video Instance Segmentation addresses the challenging task of detecting, segmenting, and tracking objects in videos, including categories not encountered during training.
SAMIX transforms the video "instance tracking" memory mechanism of SAM2 into cross-image "semantic tracking." By employing a lightweight semantic adapter and a reference selecting policy network ...
To address the slow inference speeds of large video segmentation models like SAM2, this paper introduces a "Predictive-Aware Router" (taking the previous segmentation mask and current visual features) ...
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