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Bibliographic Details
Main Authors:	Çengel, F., Adanova, V., Tari, S.
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2503.12028
Tags:	Add Tag No Tags, Be the first to tag this record!

Active Visual Perception: Opportunities and Challenges
by: Li, Yian, et al.
Published: (2025)

360 Layout Estimation via Orthogonal Planes Disentanglement and Multi-view Geometric Consistency Perception
by: Shen, Zhijie, et al.
Published: (2023)

From Pixels to Planes: Minimum Ground Sample Distance for Aircraft
by: Ciolino, Matthew, et al.
Published: (2024)

Development and Testing for Perception Based Autonomous Landing of a Long-Range QuadPlane
by: Rasul, Ashik E, et al.
Published: (2025)

Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation
by: Li, Xiang, et al.
Published: (2024)

The Percept-V Challenge: Can Multimodal LLMs Crack Simple Perception Problems?
by: Ghosh, Samrajnee, et al.
Published: (2025)

UniPlane: Unified Plane Detection and Reconstruction from Posed Monocular Videos
by: Huang, Yuzhong, et al.
Published: (2024)

PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo
by: Liu, Jiachen, et al.
Published: (2022)

AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings
by: Watson, Jamie, et al.
Published: (2024)

Plane2Depth: Hierarchical Adaptive Plane Guidance for Monocular Depth Estimation
by: Liu, Li, et al.
Published: (2024)

Perception Test 2025: Challenge Summary and a Unified VQA Extension
by: Heyward, Joseph, et al.
Published: (2026)

The Solution for Single Object Tracking Task of Perception Test Challenge 2024
by: Zhong, Zhiqiang, et al.
Published: (2024)

Fused-Planes: Why Train a Thousand Tri-Planes When You Can Share?
by: Kassab, Karim, et al.
Published: (2024)

WavePlanes: Compact Hex Planes for Dynamic Novel View Synthesis
by: Azzarelli, Adrian, et al.
Published: (2023)

PanoPlane: Plane-Aware Panoramic Completion for Sparse-View Indoor 3D Gaussian Splatting
by: Qureshi, Adil, et al.
Published: (2026)

From Perception to Action: An Interactive Benchmark for Vision Reasoning
by: Wu, Yuhao, et al.
Published: (2026)

Robust Image Stitching with Optimal Plane
by: Nie, Lang, et al.
Published: (2025)

Solution for Point Tracking Task of ECCV 2nd Perception Test Challenge 2024
by: Zhang, Yuxuan, et al.
Published: (2024)

From Images to Perception: Emergence of Perceptual Properties by Reconstructing Images
by: Hernández-Cámara, Pablo, et al.
Published: (2025)

From Priors to Perception: Grounding Video-LLMs in Physical Reality
by: Zhao, Zicheng, et al.
Published: (2026)

From Web to Pixels: Bringing Agentic Search into Visual Perception
by: Yang, Bokang, et al.
Published: (2026)

MonoPlane: Exploiting Monocular Geometric Cues for Generalizable 3D Plane Reconstruction
by: Zhao, Wang, et al.
Published: (2024)

Image Matching Filtering and Refinement by Planes and Beyond
by: Bellavia, Fabio, et al.
Published: (2024)

Resource Efficient Perception for Vision Systems
by: Subramanyam, A V, et al.
Published: (2024)

A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application
by: Yuan, Bo, et al.
Published: (2023)

From Leaderboard to Deployment: Code Quality Challenges in AV Perception Repositories
by: Karvat, Mateus, et al.
Published: (2026)

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective
by: Tang, Zongheng, et al.
Published: (2025)

WILD SAM: A Simulated-and-Real Data Augmentation for Autonomous Driving Perception under Challenging Weather
by: Khatounabadi, Hamed, et al.
Published: (2026)

Neural Processing of Tri-Plane Hybrid Neural Fields
by: Cardace, Adriano, et al.
Published: (2023)

Geometric Algebra Planes: Convex Implicit Neural Volumes
by: Sivgin, Irmak, et al.
Published: (2024)

Fast View Synthesis of Casual Videos with Soup-of-Planes
by: Lee, Yao-Chih, et al.
Published: (2023)

Interacted Planes Reveal 3D Line Mapping
by: Ke, Zeran, et al.
Published: (2026)

On Symmetries in Convolutional Weights
by: Alsallakh, Bilal, et al.
Published: (2025)

A Survey on Intermediate Fusion Methods for Collaborative Perception Categorized by Real World Challenges
by: Yazgan, Melih, et al.
Published: (2024)

LOTA: Bit-Planes Guided AI-Generated Image Detection
by: Wang, Hongsong, et al.
Published: (2025)

EchoONE: Segmenting Multiple echocardiography Planes in One Model
by: Hu, Jiongtong, et al.
Published: (2024)

Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunities
by: Hu, Senkang, et al.
Published: (2024)

The Solution for Temporal Action Localisation Task of Perception Test Challenge 2024
by: Han, Yinan, et al.
Published: (2024)

From Attenuation to Attention: Variational Information Flow Manipulation for Fine-Grained Visual Perception
by: Zhu, Jilong, et al.
Published: (2026)

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// 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'

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