WACV 2025 Open Access Repository

Computer Vision for Geospatial Image Analysis

Direction guided Segmentation and Vectorisation of curbstones from high-resolution ortho-images: Mariya Jose,

Stefan Auer,

Jiaojiao Tian; [pdf]
[bibtex]
@InProceedings{Jose_2025_WACV, author = {Jose, Mariya and Auer, Stefan and Tian, Jiaojiao}, title = {Direction guided Segmentation and Vectorisation of curbstones from high-resolution ortho-images}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {591-598} }
Enhancing Worldwide Image Geolocation by Ensembling Satellite-Based Ground-Level Attribute Predictors: Bianco Michael,

David Eigen,

Michael Gormish; [pdf] [arXiv]
[bibtex]
@InProceedings{Michael_2025_WACV, author = {Michael, Bianco and Eigen, David and Gormish, Michael}, title = {Enhancing Worldwide Image Geolocation by Ensembling Satellite-Based Ground-Level Attribute Predictors}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {572-580} }
Pre-training of Auto-generated Synthetic 3D Point Cloud Segmentation for Outdoor Scene: Takayuki Shinohara; [pdf]
[bibtex]
@InProceedings{Shinohara_2025_WACV, author = {Shinohara, Takayuki}, title = {Pre-training of Auto-generated Synthetic 3D Point Cloud Segmentation for Outdoor Scene}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {608-617} }
Leveraging Satellite Image Time Series for Accurate Extreme Event Detection: Heng Fang,

Hossein Azizpour; [pdf] [supp]
[bibtex]
@InProceedings{Fang_2025_WACV, author = {Fang, Heng and Azizpour, Hossein}, title = {Leveraging Satellite Image Time Series for Accurate Extreme Event Detection}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {526-535} }
Hyperspectral Pansharpening with Transformer-based Spectral Diffusion Priors: Hongcheng Jiang,

ZhiQiang Chen; [pdf]
[bibtex]
@InProceedings{Jiang_2025_WACV, author = {Jiang, Hongcheng and Chen, ZhiQiang}, title = {Hyperspectral Pansharpening with Transformer-based Spectral Diffusion Priors}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {581-590} }
Layer Optimized Spatial Spectral Masked Autoencoder for Semantic Segmentation of Hyperspectral Imagery: Aaron Perez,

Saurabh Prasad; [pdf]
[bibtex]
@InProceedings{Perez_2025_WACV, author = {Perez, Aaron and Prasad, Saurabh}, title = {Layer Optimized Spatial Spectral Masked Autoencoder for Semantic Segmentation of Hyperspectral Imagery}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {599-607} }
Enhancing Remote Sensing Representations Through Mixed-Modality Masked Autoencoding: Ori Linial,

George Leifman,

Yochai Blau,

Nadav Sherman,

Yotam Gigi,

Wojciech Sirko,

Genady Beryozkin; [pdf]
[bibtex]
@InProceedings{Linial_2025_WACV, author = {Linial, Ori and Leifman, George and Blau, Yochai and Sherman, Nadav and Gigi, Yotam and Sirko, Wojciech and Beryozkin, Genady}, title = {Enhancing Remote Sensing Representations Through Mixed-Modality Masked Autoencoding}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {507-516} }
PrecipFormer: Efficient Transformer for Precipitation Downscaling: Rohit Kumar,

Tanishq Sharma,

Vedanshi Vaghela,

Sanjeev K. Jha,

Akshay Agarwal; [pdf]
[bibtex]
@InProceedings{Kumar_2025_WACV, author = {Kumar, Rohit and Sharma, Tanishq and Vaghela, Vedanshi and Jha, Sanjeev K. and Agarwal, Akshay}, title = {PrecipFormer: Efficient Transformer for Precipitation Downscaling}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {489-497} }
CrossModalityDiffusion: Multi-Modal Novel View Synthesis with Unified Intermediate Representation: Alexander Berian,

Daniel Brignac,

Jhih Yang Wu,

Natnael Daba,

Abhijit Mahalanobis; [pdf] [arXiv]
[bibtex]
@InProceedings{Berian_2025_WACV, author = {Berian, Alexander and Brignac, Daniel and Wu, Jhih Yang and Daba, Natnael and Mahalanobis, Abhijit}, title = {CrossModalityDiffusion: Multi-Modal Novel View Synthesis with Unified Intermediate Representation}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {498-506} }
Temporal Resilience in Geo-Localization: Adapting to the Continuous Evolution of Urban and Rural Environments: Fabian Deuser,

Wejdene Mansour,

Hao Li,

Konrad Habel,

Martin Werner,

Norbert Oswald; [pdf] [supp]
[bibtex]
@InProceedings{Deuser_2025_WACV, author = {Deuser, Fabian and Mansour, Wejdene and Li, Hao and Habel, Konrad and Werner, Martin and Oswald, Norbert}, title = {Temporal Resilience in Geo-Localization: Adapting to the Continuous Evolution of Urban and Rural Environments}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {479-488} }
CaLiSa-NeRF: Neural Radiance Field with Pinhole Camera Images LiDAR point clouds and Satellite Imagery for Urban Scene Representation: Juyeop Han,

Guilherme Cavalheiro,

Josef Biberstein,

Elham Alkabawi,

Shahad Alqhatni,

Fadwa Alaskar,

Eman Bin Khunayn,

Sertac Karaman; [pdf]
[bibtex]
@InProceedings{Han_2025_WACV, author = {Han, Juyeop and Cavalheiro, Guilherme and Biberstein, Josef and Alkabawi, Elham and Alqhatni, Shahad and Alaskar, Fadwa and Bin Khunayn, Eman and Karaman, Sertac}, title = {CaLiSa-NeRF: Neural Radiance Field with Pinhole Camera Images LiDAR point clouds and Satellite Imagery for Urban Scene Representation}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {442-450} }
MD-Glow: Multi-task Despeckling Glow for SAR Image Enhancement: Shunsuke Takao; [pdf]
[bibtex]
@InProceedings{Takao_2025_WACV, author = {Takao, Shunsuke}, title = {MD-Glow: Multi-task Despeckling Glow for SAR Image Enhancement}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {536-543} }
ProMM-RS: Exploring Probabilistic learning for Multi-Modal Remote Sensing Image Representations: Nicolas Houdré,

Diego Marcos,

Dino Ienco,

Laurent Wendling,

Camille Kurtz,

Sylvain Lobry; [pdf]
[bibtex]
@InProceedings{Houdre_2025_WACV, author = {Houdr\'e, Nicolas and Marcos, Diego and Ienco, Dino and Wendling, Laurent and Kurtz, Camille and Lobry, Sylvain}, title = {ProMM-RS: Exploring Probabilistic learning for Multi-Modal Remote Sensing Image Representations}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {554-562} }
Mapping Refugee Camps with AI: A Benchmark Dataset and Baseline Models for Humanitarian Applications: Amrita Gupta,

Anthony Ortiz,

Simone Fobi,

Duncan Kebut,

Seema Iyer,

Rahul Dodhia,

Juan Lavista-Ferres; [pdf] [supp]
[bibtex]
@InProceedings{Gupta_2025_WACV, author = {Gupta, Amrita and Ortiz, Anthony and Fobi, Simone and Kebut, Duncan and Iyer, Seema and Dodhia, Rahul and Lavista-Ferres, Juan}, title = {Mapping Refugee Camps with AI: A Benchmark Dataset and Baseline Models for Humanitarian Applications}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {517-525} }
Adaptive Clustering for Efficient Phenotype Segmentation of UAV Hyperspectral Data: Ciem Cornelissen,

Sam Leroux,

Pieter Simoens; [pdf] [arXiv]
[bibtex]
@InProceedings{Cornelissen_2025_WACV, author = {Cornelissen, Ciem and Leroux, Sam and Simoens, Pieter}, title = {Adaptive Clustering for Efficient Phenotype Segmentation of UAV Hyperspectral Data}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {459-468} }
Advancing Open-Set Object Detection in Remote Sensing Using Multimodal Large Language Model: Nandini Saini,

Ashudeep Dubey,

Debasis Das,

Chiranjoy Chattopadhyay; [pdf]
[bibtex]
@InProceedings{Saini_2025_WACV, author = {Saini, Nandini and Dubey, Ashudeep and Das, Debasis and Chattopadhyay, Chiranjoy}, title = {Advancing Open-Set Object Detection in Remote Sensing Using Multimodal Large Language Model}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {451-458} }
A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models: Seyed Mohamad Ali Tousi,

Ramy Farag,

Jacket Demby's,

Gbenga Omotara,

John A. Lory,

G. N. DeSouza; [pdf] [arXiv]
[bibtex]
@InProceedings{Tousi_2025_WACV, author = {Tousi, Seyed Mohamad Ali and Farag, Ramy and Demby's, Jacket and Omotara, Gbenga and Lory, John A. and DeSouza, G. N.}, title = {A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {469-478} }
Multiresolution Fusion and Classification of Hyperspectral and Panchromatic Remote Sensing Images: Martina Pastorino,

Gabriele Moser,

Sebastiano B. Serpico,

Josiane Zerubia; [pdf]
[bibtex]
@InProceedings{Pastorino_2025_WACV, author = {Pastorino, Martina and Moser, Gabriele and Serpico, Sebastiano B. and Zerubia, Josiane}, title = {Multiresolution Fusion and Classification of Hyperspectral and Panchromatic Remote Sensing Images}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {544-553} }
FuseForm: Multimodal Transformer for Semantic Segmentation: Justin McMillen,

Yasin Yilmaz; [pdf] [supp]
[bibtex]
@InProceedings{McMillen_2025_WACV, author = {McMillen, Justin and Yilmaz, Yasin}, title = {FuseForm: Multimodal Transformer for Semantic Segmentation}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {618-627} }
Dfilled: Repurposing Edge-Enhancing Diffusion for Guided DSM Void Filling: Daniel Panangian,

Ksenia Bittner; [pdf] [arXiv]
[bibtex]
@InProceedings{Panangian_2025_WACV, author = {Panangian, Daniel and Bittner, Ksenia}, title = {Dfilled: Repurposing Edge-Enhancing Diffusion for Guided DSM Void Filling}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {563-571} }