Identity Preserving Latent Diffusion for Brain Aging Modeling

Authors: Huang, Gexin, Yang, Zhangsihao, Wang, Yalin, Gerig, Guido, Ren, Mengwei, Li, Xiaoxiao

Subject Terms: Computer Science - Graphics

Access URL: http://arxiv.org/abs/2503.09634

Relightful Harmonization: Lighting-Aware Portrait Background Replacement

Authors: Ren, Mengwei, Xiong, Wei, Yoon, Jae Shin, Shu, Zhixin, Zhang, Jianming, Jung, HyunJoon, Gerig, Guido, Zhang, He

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2024 IEEE/CVF Conference on. :6452-6462 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Self-Supervised OCT Image Denoising with Slice-to-Slice Registration and Reconstruction

Authors: Li, Shijie, Alexopoulos, Palaiologos, Vellappally, Anse, Zambrano, Ronald, Gadi, Wollstein, Gerig, Guido

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Equivariant spatio-hemispherical networks for diffusion MRI deconvolution

Authors: Elaldi, Axel, Gerig, Guido, Dey, Neel

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2411.11819

Multiscale Structure Guided Diffusion for Image Deblurring

Authors: Ren, Mengwei, Delbracio, Mauricio, Talebi, Hossein, Gerig, Guido, Milanfar, Peyman

Source: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2023 IEEE/CVF International Conference on. :10687-10699 Oct, 2023

Relation: 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Improved Counting and Localization From Density Maps for Object Detection in 2D and 3D Microscopy Imaging

Authors: Li, Shijie, Gerig, Guido, Ach, Thomas

Source: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2023 IEEE 20th International Symposium on. :1-5 Apr, 2023

Relation: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

Relightful Harmonization: Lighting-aware Portrait Background Replacement

Authors: Ren, Mengwei, Xiong, Wei, Yoon, Jae Shin, Shu, Zhixin, Zhang, Jianming, Jung, HyunJoon, Gerig, Guido, Zhang, He

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2312.06886

Self-supervised OCT Image Denoising with Slice-to-Slice Registration and Reconstruction

Authors: Li, Shijie, Alexopoulos, Palaiologos, Vellappally, Anse, Zambrano, Ronald, Gadi, Wollstein, Gerig, Guido

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2311.15167

Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation

Authors: Yang, Zhangsihao, Ren, Mengwei, Ding, Kaize, Gerig, Guido, Wang, Yalin

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2310.01680

Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis

Authors: Li, Shijie, Ren, Mengwei, Ach, Thomas, Gerig, Guido

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2308.09835

$E(3) \times SO(3)$-Equivariant Networks for Spherical Deconvolution in Diffusion MRI

Authors: Elaldi, Axel, Gerig, Guido, Dey, Neel

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2304.06103

Generative Adversarial Registration for Improved Conditional Deformable Templates

Authors: Dey, Neel, Ren, Mengwei, Dalca, Adrian V., Gerig, Guido

Source: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2021 IEEE/CVF International Conference on. :3909-3921 Oct, 2021

Relation: 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Multiscale Structure Guided Diffusion for Image Deblurring

Authors: Ren, Mengwei, Delbracio, Mauricio, Talebi, Hossein, Gerig, Guido, Milanfar, Peyman

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2212.01789

Statistical properties of functional connectivity MRI enrichment analysis in school-age autism research

Authors: Ferguson, Austin S. ^{a, ⁎}, Nishino, Tomoyuki ^a, Girault, Jessica B. ^b, Hazlett, Heather C. ^b, Schultz, Robert T. ^c, Marrus, Natasha ^a, Styner, Martin ^d, Torres-Gomez, Santiago ^e, Gerig, Guido ^f, Evans, Alan ^e, Dager, Stephen R. ^g, Estes, Annette M. ^h, Zwaigenbaum, Lonnie ⁱ, Pandey, Juhi ^c, John, Tanya St. ^h, Piven, Joseph ^{b, 1}, Pruett, John R., Jr. ^{a, 1}, Todorov, Alexandre A. ^{a, 1}

Source: In Developmental Cognitive Neuroscience April 2025 72

Point-Supervised Segmentation Of Microscopy Images And Volumes Via Objectness Regularization

Authors: Li, Shijie, Dey, Neel, Bermond, Katharina, Emde, Leon von der, Curcio, Christine A., Ach, Thomas, Gerig, Guido

Source: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2021 IEEE 18th International Symposium on. :1558-1562 Apr, 2021

Relation: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)

Visualizing Air Voids and Synthetic Fibers from X-Ray Computed Tomographic Images of Concrete

Authors: Bordelon, Amanda C., Hong, Sungmin, Bearzi, Yohann, Vachet, Clement, Gerig, Guido

Source: 2020 Intermountain Engineering, Technology and Computing (IETC) Intermountain Engineering, Technology and Computing (IETC), 2020. :1-6 Oct, 2020

Relation: 2020 Intermountain Engineering, Technology and Computing (IETC)

White matter microstructure in school-age children with down syndrome

Authors: Garic, Dea ^{a, b, ⁎}, Al-Ali, Khalid W. ^c, Nasir, Aleeshah ^b, Azrak, Omar ^b, Grzadzinski, Rebecca L. ^{a, b}, McKinstry, Robert C. ^d, Wolff, Jason J. ^e, Lee, Chimei M. ^f, Pandey, Juhi ^g, Schultz, Robert T. ^g, St. John, Tanya ^{h, i}, Dager, Stephen R. ^j, Estes, Annette M. ^{h, i}, Gerig, Guido ^k, Zwaigenbaum, Lonnie ^l, Marrus, Natasha ^m, Botteron, Kelly N. ^m, Piven, Joseph ^{a, b}, Styner, Martin ^{b, 1}, Hazlett, Heather C. ^{a, b, 1}, Shen, Mark D. ^{a, b, 1}

Source: In Developmental Cognitive Neuroscience June 2025 73

ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration

Authors: Dey, Neel, Schlemper, Jo, Salehi, Seyed Sadegh Mohseni, Zhou, Bo, Gerig, Guido, Sofka, Michal

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2206.13434

Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis

Authors: Ren, Mengwei, Dey, Neel, Styner, Martin A., Botteron, Kelly, Gerig, Guido

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2206.04281

Improved Counting and Localization from Density Maps for Object Detection in 2D and 3D Microscopy Imaging

Authors: Li, Shijie, Ach, Thomas, Gerig, Guido

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2203.15691