Automatic Real-time Vehicle Classification by Image Colour Component Based Template Matching

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteur principal:	Orun, Ahmet
Format:	Preprint
Publié:	2022
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Few-Shot Pattern Detection via Template Matching and Regression
par: Jo, Eunchan, et autres
Publié: (2025)

Reinforcement Learning-Based Prompt Template Stealing for Text-to-Image Models
par: Zou, Xiaotian
Publié: (2025)

Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models
par: Caetano, Francisco, et autres
Publié: (2025)

Ada-Tracker: Soft Tissue Tracking via Inter-Frame and Adaptive-Template Matching
par: Guo, Jiaxin, et autres
Publié: (2024)

Real-Time Person Image Synthesis Using a Flow Matching Model
par: Jeong, Jiwoo, et autres
Publié: (2025)

Occlusion Robustness of CLIP for Military Vehicle Classification
par: van Woerden, Jan Erik, et autres
Publié: (2025)

A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method
par: Mallick, Sambit, et autres
Publié: (2024)

Distill-then-prune: An Efficient Compression Framework for Real-time Stereo Matching Network on Edge Devices
par: Pan, Baiyu, et autres
Publié: (2024)

A Counterexample in Cross-Correlation Template Matching
par: Savari, Serap A.
Publié: (2024)

Environmental Matching Attack Against Unmanned Aerial Vehicles Object Detection
par: Kong, Dehong, et autres
Publié: (2024)

MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging through Symmetrical Flow Matching
par: Caetano, Francisco, et autres
Publié: (2025)

CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning
par: Doherty, William, et autres
Publié: (2025)

Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification
par: Singh, Pranav, et autres
Publié: (2023)

DynGhost: Temporally-Modelled Transformer for Dynamic Ghost Imaging with Quantum Detectors
par: Palladino, Vittorio, et autres
Publié: (2026)

MatchSeg: Towards Better Segmentation via Reference Image Matching
par: Huo, Jiayu, et autres
Publié: (2024)

Automatic Image-Level Morphological Trait Annotation for Organismal Images
par: Pahuja, Vardaan, et autres
Publié: (2026)

CRRG-CLIP: Automatic Generation of Chest Radiology Reports and Classification of Chest Radiographs
par: Xu, Jianfei, et autres
Publié: (2024)

Deep Learning-Based Image Recognition for Soft-Shell Shrimp Classification
par: Zhang, Yun-Hao, et autres
Publié: (2026)

Exploring Model Quantization in GenAI-based Image Inpainting and Detection of Arable Plants
par: Modak, Sourav, et autres
Publié: (2025)

Quantum-Cognitive Tunnelling Neural Networks for Military-Civilian Vehicle Classification and Sentiment Analysis
par: Maksimovic, Milan, et autres
Publié: (2025)

Vehicle Classification under Extreme Imbalance: A Comparative Study of Ensemble Learning and CNNs
par: Syarubany, Abu Hanif Muhammad
Publié: (2025)

Optimizing Gastrointestinal Diagnostics: A CNN-Based Model for VCE Image Classification
par: Ahlawat, Vaneeta, et autres
Publié: (2024)

Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification
par: Sun, Xiangyu, et autres
Publié: (2025)

Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification
par: Dedieu, Lucas, et autres
Publié: (2024)

Text Guided Image Editing with Automatic Concept Locating and Forgetting
par: Li, Jia, et autres
Publié: (2024)

Active Generation for Image Classification
par: Huang, Tao, et autres
Publié: (2024)

Silver medal Solution for Image Matching Challenge 2024
par: Wang, Yian
Publié: (2024)

Towards Deconfounded Image-Text Matching with Causal Inference
par: Li, Wenhui, et autres
Publié: (2024)

Dynamic Content Moderation in Livestreams: Combining Supervised Classification with MLLM-Boosted Similarity Matching
par: Yew, Wei Chee, et autres
Publié: (2025)

An Analysis of Multi-Task Architectures for the Hierarchic Multi-Label Problem of Vehicle Model and Make Classification
par: Manole, Alexandru, et autres
Publié: (2026)

LRC-WeatherNet: LiDAR, RADAR, and Camera Fusion Network for Real-time Weather-type Classification in Autonomous Driving
par: Albashir, Nour Alhuda, et autres
Publié: (2026)

MoireMix: A Formula-Based Data Augmentation for Improving Image Classification Robustness
par: Matsuo, Yuto, et autres
Publié: (2026)

Real Time Multi Organ Classification on Computed Tomography Images
par: Yerebakan, Halid Ziya, et autres
Publié: (2024)

Demystifying the Potential of ChatGPT-4 Vision for Construction Progress Monitoring
par: Ersoz, Ahmet Bahaddin
Publié: (2024)

Audio-Infused Automatic Image Colorization by Exploiting Audio Scene Semantics
par: Zhao, Pengcheng, et autres
Publié: (2024)

MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models
par: Zhou, Donghao, et autres
Publié: (2024)

An Overall Real-Time Mechanism for Classification and Quality Evaluation of Rice
par: Xia, Wanke, et autres
Publié: (2025)

Clustering-based Image-Text Graph Matching for Domain Generalization
par: Park, Nokyung, et autres
Publié: (2023)

Sensitive Image Classification by Vision Transformers
par: He, Hanxian, et autres
Publié: (2024)

Multi-View Stenosis Classification Leveraging Transformer-Based Multiple-Instance Learning Using Real-World Clinical Data
par: Cenikj, Nikola, et autres
Publié: (2026)

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
VUFIND_SESSION	"e1cc6c0e4faf395dff13b4cda72c81ec"
language	"fr"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790983093.1079 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "e1cc6c0e4faf395dff13b4cda72c81ec" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

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	"VUFIND_SESSION=e1cc6c0e4faf395dff13b4cda72c81ec; language=fr; ui=standard"
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	"216.73.217.142"
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	"11224"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2210_06586/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2210_06586/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790983093.0956
REQUEST_TIME	1790983093

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler