Cover Image

Limitations of Data-Driven Spectral Reconstruction -- An Optics-Aware Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fu, Qiang, Souza, Matheus, Choi, Eunsue, Shin, Suhyun, Baek, Seung-Hwan, Heidrich, Wolfgang
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dispersed Structured Light for Hyperspectral 3D Imaging
by: Shin, Suhyun, et al.
Published: (2023)

Dense Dispersed Structured Light for Hyperspectral 3D Imaging of Dynamic Scenes
by: Shin, Suhyun, et al.
Published: (2024)

Curriculum Learning for ab initio Deep Learned Refractive Optics
by: Yang, Xinge, et al.
Published: (2023)

Latent Space Imaging
by: Souza, Matheus, et al.
Published: (2024)

Neural Étendue Expander for Ultra-Wide-Angle High-Fidelity Holographic Display
by: Tseng, Ethan, et al.
Published: (2021)

Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts
by: Scheuble, Dominik, et al.
Published: (2024)

Learned Off-aperture Encoding for Wide Field-of-view RGBD Imaging
by: Wei, Haoyu, et al.
Published: (2025)

UGPNet: Universal Generative Prior for Image Restoration
by: Lee, Hwayoon, et al.
Published: (2023)

ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
by: Kim, Woohyeok, et al.
Published: (2023)

Lateral Ventricle Shape Modeling using Peripheral Area Projection for Longitudinal Analysis
by: Park, Wonjung, et al.
Published: (2024)

Coarse-Fine Spectral-Aware Deformable Convolution For Hyperspectral Image Reconstruction
by: Yang, Jincheng, et al.
Published: (2024)

Efficient Depth- and Spatially-Varying Image Simulation for Defocus Deblur
by: Yang, Xinge, et al.
Published: (2025)

Efficient Segment Anything with Depth-Aware Fusion and Limited Training Data
by: Zhou, Yiming, et al.
Published: (2026)

Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging
by: Kulyabin, Mikhail, et al.
Published: (2024)

Hierarchy-Aware and Channel-Adaptive Semantic Communication for Bandwidth-Limited Data Fusion
by: Guo, Lei, et al.
Published: (2025)

Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging
by: Shrestha, Prajol, et al.
Published: (2024)

Fan-Beam CT Reconstruction for Unaligned Sparse-View X-ray Baggage Dataset
by: Kim, Shin
Published: (2024)

IM-LUT: Interpolation Mixing Look-Up Tables for Image Super-Resolution
by: Park, Sejin, et al.
Published: (2025)

FRN: Fractal-Based Recursive Spectral Reconstruction Network
by: Meng, Ge, et al.
Published: (2025)

NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs
by: Park, Sihwa, et al.
Published: (2023)

Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile
by: Lee, Seokjun, et al.
Published: (2024)

Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction
by: Chen, Huan, et al.
Published: (2023)

Bayesian Uncertainty-Aware MRI Reconstruction
by: Eldaly, Ahmed Karam, et al.
Published: (2026)

GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images
by: Wang, Xinying, et al.
Published: (2024)

Efficient Hyperspectral Image Reconstruction Using Lightweight Separate Spectral Transformers
by: Li, Jianan, et al.
Published: (2026)

Guidestar-Free Adaptive Optics with Asymmetric Apertures
by: Jiang, Weiyun, et al.
Published: (2026)

Diffusion-Based Limited-Angle CT Reconstruction under Noisy Conditions
by: Guo, Jiaqi, et al.
Published: (2025)

Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders
by: Jang, Jongseong, et al.
Published: (2022)

S^2-Transformer for Mask-Aware Hyperspectral Image Reconstruction
by: Wang, Jiamian, et al.
Published: (2022)

Unregistered Spectral Image Fusion: Unmixing, Adversarial Learning, and Recoverability
by: Song, Jiahui, et al.
Published: (2026)

P-Hologen: An End-to-End Generative Framework for Phase-Only Holograms
by: Park, JooHyun, et al.
Published: (2024)

Neural-Optic Co-Designed Polarization-Multiplexed Metalens for Compact Computational Spectral Imaging
by: Zhang, Qiangbo, et al.
Published: (2023)

Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach
by: Hashmi, Anam, et al.
Published: (2024)

Segmenting Medical Images with Limited Data
by: Liua, Zhaoshan, et al.
Published: (2024)

Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction
by: Liu, Zhentao, et al.
Published: (2023)

DeepLight: Reconstructing High-Resolution Observations of Nighttime Light With Multi-Modal Remote Sensing Data
by: Zhang, Lixian, et al.
Published: (2024)

Rethinking Image Skip Connections in StyleGAN2
by: Park, Seung, et al.
Published: (2024)

Parameter Efficient Fine Tuning for Multi-scanner PET to PET Reconstruction
by: Kim, Yumin, et al.
Published: (2024)

Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets
by: Kamisli, Fatih, et al.
Published: (2024)

Ptychographic Image Reconstruction from Limited Data via Score-Based Diffusion Models with Physics-Guidance
by: Cam, Refik Mert, et al.
Published: (2025)