Publications

Hu Wenmiao, Yifang Yin, Ying Kiat Tan, An Tran, Hannes Kruppa, Roger Zimmermann (2023). GAN-Assisted Road Segmentation from Satellite Imagery. ACM Transactions on Multimedia Computing, Communications, and Applications.

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Yifang Yin, Hu Wenmiao, An Tran, Ying Zhang, Guanfeng Wang, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng (2023). Multimodal Deep Learning for Robust Road Attribute Detection. ACM Transactions on Spatial Algorithms and Systems.

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Hu Wenmiao, Yichen Zhang, Yuxuan Liang, Xianjing Han, Yifang Yin, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann (2023). PetalView: Fine-Grained Location and Orientation Extraction of Street-View Images via Cross-View Local Search. In MM ‘23.

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Yifang Yin, Hu Wenmiao, Zhenguang Liu, Guanfeng Wang, Shili Xiang, Roger Zimmermann (2023). CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training. In ICCV 2023.

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Hu Wenmiao, Yichen Zhang, Yuxuan Liang, Yifang Yin, Andrei Georgescu, An Tran, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann (2022). Beyond Geo-Localization: Fine-Grained Orientation of Street-View Images by Cross-View Matching with Satellite Imagery. In MM ‘22.

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Yifang Yin, Hu Wenmiao, An Tran, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng (2022). A Context-enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection. In WACV 2022.

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Yifang Yin, An Tran, Ying Zhang, Hu Wenmiao, Guanfeng Wang, Jagannadan Varadarajan, Roger Zimmermann, See-Kiong Ng (2021). Multimodal Fusion of Satellite Images and Crowdsourced GPS Traces for Robust Road Attribute Detection. In SIGSPATIAL ‘21.

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Hu Wenmiao, Yifang Yin, Ying Kiat Tan, An Tran, Hannes Kruppa, Roger Zimmermann (2021). GeoPalette: Road Segmentation with Limited Satellite Imagery. In SIGSPATIAL ‘21.

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