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Author

S. Vyas

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Conference Oct 2026

Utilizing U-Nets for quantitative differential phase contrast imaging for biomedical images

Traditional quantitative differential phase-contrast (qDPC) imaging is constrained by the need for multiple intensity measurements, which limits its application for real-time living cell monitoring. This study introduces a single-shot quantitative DPC imaging method that integrates radially asymmetric color-encoded ill...

Ying-Ju Chen, Vu Quang Huy Tran, Sunil Vyas et al. · 0 citations
2026

Benchmarking GAN Inversion Encoders for High-Fidelity Reconstruction of Ulcerative Colitis Images

This study benchmarks colonoscopy image reconstruction. We introduce a Latent Bank method to improve standard encoders, but High-Fidelity GAN Inversion achieves superior quality (FID = 22.12, MS-SSIM > 0.91), proving the best for colonoscopy images.

Vu Quang Huy Tran, C. Angelina, Sunil Vyas et al. · 0 citations
Open access Aug 2026

Meta-Optics Enabled Compact and Scan-Free In-Line Digital Holographic Microscopy for 3D Tracking

Three-dimensional (3D) tracking of microscopic objects is essential for probing dynamic processes across biological, microfluidic, and nanoscale systems. In-line digital holographic microscopy (DHM) provides a powerful framework for this purpose by encoding volumetric information into a single intensity measurement,...

Cheng-Hung Chu, Chen-Ming Tsai, Sunil Vyas et al. · 0 citations

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