11th Workshop on Computer Vision and Multimodal Microscopy Image Analysis

Cross-Modal Knowledge Distillation from Spatial Transcriptomics to Histology

Arbel Hizmi,

Artemii Bakulin,

Shai Bagon,

Nir Yosef

[pdf] [arXiv]

[bibtex]

@InProceedings{Hizmi_2026_CVPR, author = {Hizmi, Arbel and Bakulin, Artemii and Bagon, Shai and Yosef, Nir}, title = {Cross-Modal Knowledge Distillation from Spatial Transcriptomics to Histology}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {6505-6514} }

Multimodal for Cervical Cancer Histopathology Classification and Automated Diagnostic Report Generation

Rose Nakasi,

Cosmas Wamozo,

Solomon Nsumba,

Benjamin Rukundo,

Tonny Okecha,

Byron Mubiru

[pdf]

[bibtex]

@InProceedings{Nakasi_2026_CVPR, author = {Nakasi, Rose and Wamozo, Cosmas and Nsumba, Solomon and Rukundo, Benjamin and Okecha, Tonny and Mubiru, Byron}, title = {Multimodal for Cervical Cancer Histopathology Classification and Automated Diagnostic Report Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {6535-6542} }

Bridging Foundation Models and ASTM Metallurgical Standards for Automated Grain Size Estimation from Microscopy Images

Abdul Mueez,

Shruti Vyas

[pdf] [arXiv]

[bibtex]

@InProceedings{Mueez_2026_CVPR, author = {Mueez, Abdul and Vyas, Shruti}, title = {Bridging Foundation Models and ASTM Metallurgical Standards for Automated Grain Size Estimation from Microscopy Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {6525-6534} }

Physics-Informed Spectral Reconstruction for Low-SNR Raman Spectroscopy with Peak-Preserving Constraints

Tanvi Ranga,

Davoud Adinehloo,

Nalini Ratha,

Varun Chandola

[pdf]

[bibtex]

@InProceedings{Ranga_2026_CVPR, author = {Ranga, Tanvi and Adinehloo, Davoud and Ratha, Nalini and Chandola, Varun}, title = {Physics-Informed Spectral Reconstruction for Low-SNR Raman Spectroscopy with Peak-Preserving Constraints}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {6543-6552} }

Is Realism Enough? Evaluating Generative Models in Cell Microscopy

Duway Nicolas Lesmes-Leon,

Fabian Schmeisser,

Gillian Lovell,

Andreas Dengel,

Sheraz Ahmed

[pdf]

[bibtex]

@InProceedings{Lesmes-Leon_2026_CVPR, author = {Lesmes-Leon, Duway Nicolas and Schmeisser, Fabian and Lovell, Gillian and Dengel, Andreas and Ahmed, Sheraz}, title = {Is Realism Enough? Evaluating Generative Models in Cell Microscopy}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {6515-6524} }

Sampling-Aware 3D Spatial Analysis in Multiplexed Imaging

Ido Harlev,

Tamar Oukhanov,

Raz Ben Uri,

Leeat Keren,

Shai Bagon

[pdf]

[bibtex]

@InProceedings{Harlev_2026_CVPR, author = {Harlev, Ido and Oukhanov, Tamar and Ben Uri, Raz and Keren, Leeat and Bagon, Shai}, title = {Sampling-Aware 3D Spatial Analysis in Multiplexed Imaging}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {6495-6504} }

Automated Membrane Detection and Subtraction for Structure Determination of Membrane Proteins in Cryogenic Electron Microscopy

Anna Starynska,

Christopher J.F. Cameron,

Frederick J. Sigworth,

Hemant D. Tagare

[pdf]

[bibtex]

@InProceedings{Starynska_2026_CVPR, author = {Starynska, Anna and Cameron, Christopher J.F. and Sigworth, Frederick J. and Tagare, Hemant D.}, title = {Automated Membrane Detection and Subtraction for Structure Determination of Membrane Proteins in Cryogenic Electron Microscopy}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {6553-6562} }