From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
Are All Tokens Necessary for Visual Place Recognition? An Empirical Study of Token Reduction for Efficient Inference
Tong Jin, Yunpeng Liu, Shuyu Hu +4
Recent visual place recognition (VPR) methods based on vision transformers, particularly foundation models, have achieved remarkable recognition performance. However, these models…
cs.CV2026
Selectivity Drives Efficiency: Dataset Pruning for Visual Place Recognition
Tong Jin, Yunpeng Liu, Shuyu Hu +3
The paper introduces a place-wise dataset pruning method for visual place recognition that selects informative locations using intra-place diversity and inter-place similarity metr…
cs.CV2025
EDTformer: An Efficient Decoder Transformer for Visual Place Recognition
Tong Jin, Feng Lu, Shuyu Hu +2
Visual place recognition (VPR) aims to determine the general geographical location of a query image by retrieving visually similar images from a large geo-tagged database. To obtai…