Sustainability with Earth Observation & AI
Combining Transformers and CNNs for Efficient Object Detection in High-Resolution Satellite Imagery-
[pdf]
[arXiv]
[bibtex]@InProceedings{Drapier_2025_ICCV, author = {Drapier, Nicolas and Chetouani, Aladine and Chateigner, Aur\'elien}, title = {Combining Transformers and CNNs for Efficient Object Detection in High-Resolution Satellite Imagery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2916-2925} }
Evaluating Performance of Reinforcement Learning Agents to Control Buildings Efficiently-
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[bibtex]@InProceedings{Goldfeder_2025_ICCV, author = {Goldfeder, Judah and Trigo, Gabriel Guerra and Wyder, Philippe Martin and Kachappilly, Neil and Lipson, Hod}, title = {Evaluating Performance of Reinforcement Learning Agents to Control Buildings Efficiently}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2882-2888} }
Towards High-Resolution Alignment and Super-Resolution of Multi-Sensor Satellite Imagery-
[pdf]
[arXiv]
[bibtex]@InProceedings{Shin_2025_ICCV, author = {Shin, Philip Wootaek and Gaur, Vishal and Ramachandran, Rahul and Maskey, Manil and Sampson, Jack and Narayanan, Vijaykrishnan and Roy, Sujit}, title = {Towards High-Resolution Alignment and Super-Resolution of Multi-Sensor Satellite Imagery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2778-2786} }
Context-Aware Masking and Learnable Diffusion-Guided Patch Refinement in Transformers via Sparse Supervision for Hyperspectral Image Classification-
[pdf]
[supp]
[bibtex]@InProceedings{Chatterjee_2025_ICCV, author = {Chatterjee, Abhiroop and Ghosh, Susmita and Ghosh, Ashish}, title = {Context-Aware Masking and Learnable Diffusion-Guided Patch Refinement in Transformers via Sparse Supervision for Hyperspectral Image Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2906-2915} }
PyroFocus: A Deep Learning Approach to Real-Time Wildfire Detection in Multispectral Remote Sensing Imagery-
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[bibtex]@InProceedings{Moussa_2025_ICCV, author = {Moussa, Mark and Williams, Andre and Roffe, Seth and Morton, Douglas C}, title = {PyroFocus: A Deep Learning Approach to Real-Time Wildfire Detection in Multispectral Remote Sensing Imagery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2834-2843} }
Multi-Scale Hybrid CNN-Transformer for Smoke Detection in Satellite Images-
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[bibtex]@InProceedings{Zhang_2025_ICCV, author = {Zhang, Tony and Dick, Robert P.}, title = {Multi-Scale Hybrid CNN-Transformer for Smoke Detection in Satellite Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2899-2905} }
ViT-Koop: Vision-Transformer-Koopman Operators for Efficient Time-Series Forecasting of Earth-Observation Data-
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[supp]
[bibtex]@InProceedings{Shinohara_2025_ICCV, author = {Shinohara, Takayuki}, title = {ViT-Koop: Vision-Transformer-Koopman Operators for Efficient Time-Series Forecasting of Earth-Observation Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2814-2823} }
Tree Mapping with Limited Data: Fine-Tuning Foundation Models for Multimodal Fusion-
[pdf]
[bibtex]@InProceedings{Lu_2025_ICCV, author = {Lu, Xiaoyan and Weng, Qihao}, title = {Tree Mapping with Limited Data: Fine-Tuning Foundation Models for Multimodal Fusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2808-2813} }
ViewDelta: Scaling Scene Change Detection through Text-Conditioning-
[pdf]
[supp]
[arXiv]
[bibtex]@InProceedings{Varghese_2025_ICCV, author = {Varghese, Subin and Gao, Joshua and Hoskere, Vedhus}, title = {ViewDelta: Scaling Scene Change Detection through Text-Conditioning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2797-2807} }
GasTwinFormer: A Hybrid Vision Transformer for Livestock Methane Emission Segmentation and Dietary Classification in Optical Gas Imaging-
[pdf]
[arXiv]
[bibtex]@InProceedings{Sarker_2025_ICCV, author = {Sarker, Toqi Tahamid and Embaby, Mohamed and Islam, Taminul and AbuGhazaleh, Amer and Ahmed, Khaled}, title = {GasTwinFormer: A Hybrid Vision Transformer for Livestock Methane Emission Segmentation and Dietary Classification in Optical Gas Imaging}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2787-2796} }
HA-RDet: Hybrid Anchor Rotation Detector for Oriented Object Detection-
[pdf]
[bibtex]@InProceedings{Nguyen_2025_ICCV, author = {Nguyen, Phuc}, title = {HA-RDet: Hybrid Anchor Rotation Detector for Oriented Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2889-2898} }
IRLTrees3D: A 3D Reconstruction Dataset of Trees-
[pdf]
[bibtex]@InProceedings{Chai_2025_ICCV, author = {Chai, Joseph and O'Sullivan, Barry and Nguyen, Hoang D.}, title = {IRLTrees3D: A 3D Reconstruction Dataset of Trees}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2876-2881} }
Resolution Revolution: A Physics-Guided Deep Learning Framework for Spatiotemporal Temperature Reconstruction-
[pdf]
[arXiv]
[bibtex]@InProceedings{Liu_2025_ICCV, author = {Liu, Shengjie and Zhang, Lu and Wang, Siqin}, title = {Resolution Revolution: A Physics-Guided Deep Learning Framework for Spatiotemporal Temperature Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2824-2833} }
BiodiverseNet: Multitask Learning on Fused Multispectral and Radar Data for Scalable Ecosystem Monitoring-
[pdf]
[bibtex]@InProceedings{Yadla_2025_ICCV, author = {Yadla, Prasanth}, title = {BiodiverseNet: Multitask Learning on Fused Multispectral and Radar Data for Scalable Ecosystem Monitoring}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2936-2943} }
LEGNet: A Lightweight Edge-Gaussian Network for Low-Quality Remote Sensing Image Object Detection-
[pdf]
[supp]
[bibtex]@InProceedings{Lu_2025_ICCV, author = {Lu, Wei and Chen, Si-Bao and Li, Hui-Dong and Shu, Qing-Ling and Ding, Chris H. Q. and Tang, Jin and Luo, Bin}, title = {LEGNet: A Lightweight Edge-Gaussian Network for Low-Quality Remote Sensing Image Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2844-2853} }
AQUAH: Automatic Quantification and Unified Agent in Hydrology-
[pdf]
[supp]
[arXiv]
[bibtex]@InProceedings{Yan_2025_ICCV, author = {Yan, Songkun and Li, Zhi and Zhu, Siyu and Wen, Yixin and Zhang, Mofan and Chen, Mengye and Cao, Jie and Hong, Yang}, title = {AQUAH: Automatic Quantification and Unified Agent in Hydrology}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2926-2935} }
Inland Excess Water (IEW) Monitoring Using Sentinel-1/2: A SplitClass Segmentation and Temporal Gap-Filling Approach-
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[supp]
[bibtex]@InProceedings{Ibrahim_2025_ICCV, author = {Ibrahim, Yahya and Bel\'enyesi, M\'arta and Liu, Chang and Richter-Cserey, M\'aty\'as and Simon, M\'at\'e and Sziranyi, Tamas and Benedek, Csaba}, title = {Inland Excess Water (IEW) Monitoring Using Sentinel-1/2: A SplitClass Segmentation and Temporal Gap-Filling Approach}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2854-2864} }
Towards Large Scale Geostatistical Methane Monitoring with Part-based Object Detection-
[pdf]
[arXiv]
[bibtex]@InProceedings{de_Senneville_2025_ICCV, author = {de Senneville, Adhemar and Bou, Xavier and Bonne, Jean-Louis and Dumelie, Nicolas and Grompone, Rafael and Ehret, Thibaud and Facciolo, Gabriele}, title = {Towards Large Scale Geostatistical Methane Monitoring with Part-based Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2865-2875} }
PlantationBench: A Multiscale, Multimodal Remote Sensing Benchmark for Plantation Mapping Under Distribution Shift-
[pdf]
[bibtex]@InProceedings{Tsao_2025_ICCV, author = {Tsao, Angela and Lobell, David B.}, title = {PlantationBench: A Multiscale, Multimodal Remote Sensing Benchmark for Plantation Mapping Under Distribution Shift}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2944-2954} }