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Bibliographic Details
Main Authors:	Fiorista, Riccardo, Abdelhalim, Awad, Stewart, Anson F., Pincus, Gabriel L., Thistle, Ian, Zhao, Jinhua
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	https://arxiv.org/abs/2508.03749
Tags:	Add Tag No Tags, Be the first to tag this record!

Non-Interrupting Rail Track Geometry Measurement System Using UAV and LiDAR
by: Qiu, Lihao, et al.
Published: (2024)

Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg
by: Zou, Jingchen, et al.
Published: (2025)

Adaptive Source-Channel Coding for Multi-User Semantic and Data Communications
by: Yuan, Kai, et al.
Published: (2025)

A Synergy Scoring Filter for Unsupervised Anomaly Detection with Noisy Data
by: Liu, Chengming, et al.
Published: (2025)

Dynamic Frequency Feature Fusion Network for Multi-Source Remote Sensing Data Classification
by: Zhao, Yikang, et al.
Published: (2025)

Urban Flood Mapping Using Satellite Synthetic Aperture Radar Data: A Review of Characteristics, Approaches and Datasets
by: Zhao, Jie, et al.
Published: (2024)

HyGAS: an Open, Sensor-Agnostic Platform for Multi-Satellite Methane Plume Retrieval, Uncertainty Propagation, and Emission-Rate Estimation
by: Ferrari, Alvise, et al.
Published: (2026)

Event-based Data Format Standard (EVT+)
by: Sengupta, Jonah P., et al.
Published: (2025)

Assimilation of SWOT Altimetry Data for Riverine Flood Reanalysis: From Synthetic to Real Data
by: Bonassies, Quentin, et al.
Published: (2025)

Generative Image Compression by Estimating Gradients of the Rate-variable Feature Distribution
by: Han, Minghao, et al.
Published: (2025)

Dictionary-Based Deblurring for Unpaired Data
by: Panigrahi, Alok, et al.
Published: (2025)

TOM: An Open-Source Tongue Segmentation Method with Multi-Teacher Distillation and Task-Specific Data Augmentation
by: Xie, Jiacheng, et al.
Published: (2025)

Multimodal Optical Imaging Platform for Quantitative Burn Assessment
by: Hanson, Nathaniel, et al.
Published: (2025)

Closed-Form Approximation of the Total Variation Proximal Operator
by: Chandler, Edward P., et al.
Published: (2024)

Spectral Super-Resolution via Adversarial Unfolding and Data-Driven Spectrum Regularization: From Multispectral Satellite Data to NASA Hyperspectral Image
by: Young, Si-Sheng, et al.
Published: (2026)

Neuromorphic Vision Data Coding: Classifying and Reviewing the Literature
by: Brites, Catarina, et al.
Published: (2024)

Multi-Resolution Data Fusion for Super Resolution Imaging
by: Reid, Emma J, et al.
Published: (2021)

Improving Deep Learning for Accelerated MRI With Data Filtering
by: Lin, Kang, et al.
Published: (2025)

Merging Point Data for InSAR Deformation Processing
by: Calef, Matthew T., et al.
Published: (2024)

Inexpensive Optical Projection Tomography on a Mobile Phone Platform
by: Smith, Gennifer T., et al.
Published: (2026)

Optimization-Based Image Restoration under Implementation Constraints in Optical Analog Circuits
by: Kato, Taisei, et al.
Published: (2025)

Hierarchical Attention and Parallel Filter Fusion Network for Multi-Source Data Classification
by: Luo, Han, et al.
Published: (2024)

Comparative Analysis of Data Augmentation for Retinal OCT Biomarker Segmentation
by: Unterdechler, Markus, et al.
Published: (2024)

Deep Learning for Super-resolution Ultrasound Imaging with Spatiotemporal Data
by: Redfern, Arthur David, et al.
Published: (2024)

OSI-flex: Optimization-Based Shearing Interferometry for Joint Phase and Shear Estimation Using a Flexible Open-Source Framework
by: Winnik, Julianna, et al.
Published: (2025)

Benchmarking Robustness of Endoscopic Depth Estimation with Synthetically Corrupted Data
by: Wang, An, et al.
Published: (2024)

Data Augmentation Strategies for Robust Lane Marking Detection
by: Lian, Flora, et al.
Published: (2025)

Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data Classification
by: Gao, Feng, et al.
Published: (2025)

Patient-Adaptive and Learned MRI Data Undersampling Using Neighborhood Clustering
by: Gautam, Siddhant, et al.
Published: (2023)

Deep Image Prior Assisted ISAR Imaging for Missing Data Case
by: Bayar, Necmettin, et al.
Published: (2025)

Advancements in Data Processing and Calibration for the Hyperspectral Imaging Satellite (HySIS)
by: Garg, Ankur, et al.
Published: (2024)

Combining Progressive Image Compression and Random Access in DNA Data Storage
by: Pic, Xavier, et al.
Published: (2025)

MRI Recovery with Self-Calibrated Denoisers without Fully-Sampled Data
by: Shafique, Muhammad, et al.
Published: (2023)

Branch Learning in MRI: More Data, More Models, More Training
by: Li, Yuyang, et al.
Published: (2025)

UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping
by: Zhao, Jie, et al.
Published: (2024)

An Energy-Efficient Edge Coprocessor for Neural Rendering with Explicit Data Reuse Strategies
by: Yuan, Binzhe, et al.
Published: (2025)

Cluster-based Random Radial Basis Kernel Function for Hyperspectral Data Classification
by: Niazmardi, Saeid
Published: (2024)

Deep Task-Based Beamforming and Channel Data Augmentations for Enhanced Ultrasound Imaging
by: Amar, Ariel, et al.
Published: (2025)

Deep Learning for Restoring MPI System Matrices Using Simulated Training Data
by: Tsanda, Artyom, et al.
Published: (2025)

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* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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