:: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Zhang, Guyang, Abdulla, Waleed
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	https://arxiv.org/abs/2506.08596
Tags:	Add Tag No Tags, Be the first to tag this record!

Hyperspectral Imaging
by: Hong, Danfeng, et al.
Published: (2025)

OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
by: Chen, Zhihong, et al.
Published: (2025)

HM-Bench: A Comprehensive Benchmark for Multimodal Large Language Models in Hyperspectral Remote Sensing
by: Zhang, Xinyu, et al.
Published: (2026)

S$^2$Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification
by: Wang, Guanchun, et al.
Published: (2024)

CLAReSNet: When Convolution Meets Latent Attention for Hyperspectral Image Classification
by: Bandyopadhyay, Asmit, et al.
Published: (2025)

Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network
by: Wang, Zhaoyang, et al.
Published: (2024)

DiffCap-Bench: A Comprehensive, Challenging, Robust Benchmark for Image Difference Captioning
by: Wei, Yuancheng, et al.
Published: (2026)

DSXFormer: Dual-Pooling Spectral Squeeze-Expansion and Dynamic Context Attention Transformer for Hyperspectral Image Classification
by: Ullah, Farhan, et al.
Published: (2026)

Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI
by: Zaigrajew, Vladimir, et al.
Published: (2024)

State Space Model Meets Transformer: A New Paradigm for 3D Object Detection
by: Wang, Chuxin, et al.
Published: (2025)

SpectralTrain: A Universal Framework for Hyperspectral Image Classification
by: Zhou, Meihua, et al.
Published: (2025)

FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pretraining
by: Mohamed, Shaheer, et al.
Published: (2023)

TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation
by: Nam, Ju-Hyeon, et al.
Published: (2025)

Learning Spectral Diffusion Prior for Hyperspectral Image Reconstruction
by: Yu, Mingyang, et al.
Published: (2025)

AEMIM: Adversarial Examples Meet Masked Image Modeling
by: Xiang, Wenzhao, et al.
Published: (2024)

Hyperspectral Anomaly Detection Methods: A Survey and Comparative Study
by: Pant, Aayushma, et al.
Published: (2025)

GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution
by: Wang, Sirui, et al.
Published: (2025)

HSOD-BIT-V2: A New Challenging Benchmarkfor Hyperspectral Salient Object Detection
by: Qiu, Yuhao, et al.
Published: (2025)

Transformer-based Spatial Grounding: A Comprehensive Survey
by: Haq, Ijazul, et al.
Published: (2025)

SDTN and TRN: Adaptive Spectral-Spatial Feature Extraction for Hyperspectral Image Classification
by: Ye, Fuyin, et al.
Published: (2025)

Superpixelwise Low-rank Approximation based Partial Label Learning for Hyperspectral Image Classification
by: Yang, Shujun, et al.
Published: (2024)

Determining Mosaic Resilience in Sugarcane Plants using Hyperspectral Images
by: Zia, Ali, et al.
Published: (2025)

Hyperspectral Imaging-Based Perception in Autonomous Driving Scenarios: Benchmarking Baseline Semantic Segmentation Models
by: Shah, Imad Ali, et al.
Published: (2024)

AMBER -- Advanced SegFormer for Multi-Band Image Segmentation: an application to Hyperspectral Imaging
by: Dosi, Andrea, et al.
Published: (2024)

Spectral Discrepancy and Cross-modal Semantic Consistency Learning for Object Detection in Hyperspectral Image
by: He, Xiao, et al.
Published: (2025)

ViTs are Everywhere: A Comprehensive Study Showcasing Vision Transformers in Different Domain
by: Mia, Md Sohag, et al.
Published: (2023)

Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data
by: Karmakar, Priyabrata, et al.
Published: (2024)

Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images
by: Jarman, Scout, et al.
Published: (2024)

S4DL: Shift-sensitive Spatial-Spectral Disentangling Learning for Hyperspectral Image Unsupervised Domain Adaptation
by: Feng, Jie, et al.
Published: (2024)

Voronoi-guided Bilateral 2D Gaussian Splatting for Arbitrary-Scale Hyperspectral Image Super-Resolution
by: Zhang, Jie, et al.
Published: (2026)

Lightweight Cloud Masking Models for On-Board Inference in Hyperspectral Imaging
by: Ali, Mazen, et al.
Published: (2025)

SAM2 for Image and Video Segmentation: A Comprehensive Survey
by: Jiaxing, Zhang, et al.
Published: (2025)

When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation
by: Zhou, Yuli, et al.
Published: (2024)

Aquila: A Hierarchically Aligned Visual-Language Model for Enhanced Remote Sensing Image Comprehension
by: Lu, Kaixuan, et al.
Published: (2024)

Electrolyzers-HSI: Close-Range Multi-Scene Hyperspectral Imaging Benchmark Dataset
by: Arbash, Elias, et al.
Published: (2025)

Unsupervised Tomato Split Anomaly Detection using Hyperspectral Imaging and Variational Autoencoders
by: Abdulsalam, Mahmoud, et al.
Published: (2025)

NukesFormers: Unpaired Hyperspectral Image Generation with Non-Uniform Domain Alignment
by: Li, Jiaojiao, et al.
Published: (2025)

SpectralEarth: Training Hyperspectral Foundation Models at Scale
by: Braham, Nassim Ait Ali, et al.
Published: (2024)

Empirical Analysis of Anomaly Detection on Hyperspectral Imaging Using Dimension Reduction Methods
by: Kim, Dongeon, et al.
Published: (2024)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @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'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
ui	"standard"
VUFIND_SESSION	"ddb1402b65e68437a9bf7785643e6143"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784480568.8075 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "ddb1402b65e68437a9bf7785643e6143" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=en; ui=standard; VUFIND_SESSION=ddb1402b65e68437a9bf7785643e6143"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.15"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"60989"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2506_08596/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2506_08596/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784480568.7991
REQUEST_TIME	1784480568

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
ui	"standard"
VUFIND_SESSION	"ddb1402b65e68437a9bf7785643e6143"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784480568.8075 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "ddb1402b65e68437a9bf7785643e6143" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=en; ui=standard; VUFIND_SESSION=ddb1402b65e68437a9bf7785643e6143"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.15"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"60989"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2506_08596/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2506_08596/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784480568.7991
REQUEST_TIME	1784480568

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: