distortion correction

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Most implemented papers archive 2025-07-28

18 shown of 18 papers with code (45 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Distortion-aware super-resolution for planetary exploration images
  3 Apr 2024 2 repositories listed
  Our experiments demonstrate the effectiveness of each model in handling distortion and improving image resolution.
• Panorama Generation From NFoV Image Done Right
  24 Mar 2025 1 repository listed
  To address the phenomenon, we propose \textbf{PanoDecouple}, a decoupled diffusion model framework, which decouples the panorama generation into distortion guidance and content completion, aiming to generate panoramas…
• LCM: Log Conformal Maps for Robust Representation Learning to Mitigate Perspective Distortion
  20 Sep 2024 1 repository listed
  We provide a detailed foundation complemented with experiments to demonstrate that LCM with fewer parameters approximates the MPD.
• 2S-ODIS: Two-Stage Omni-Directional Image Synthesis by Geometric Distortion Correction
  16 Sep 2024 1 repository listed Syntology ran 3 of 8 samples · 5 unverified
  Therefore, two-stage structure was adopted to first create a global coarse image in ERP and then refine the image by integrating multiple local NFoV images in the higher resolution to compensate the distortions in ERP,…
• SelfDRSC++: Self-Supervised Learning for Dual Reversed Rolling Shutter Correction
  21 Aug 2024 1 repository listed
  Subsequently, to effectively train the DRSC network, we propose a self-supervised learning strategy that ensures cycle consistency between input and reconstructed dual reversed RS images.
• Eddeep: Fast eddy-current distortion correction for diffusion MRI with deep learning
  17 May 2024 1 repository listed
  However, this is non-trivial because correspondence between volumes can be severely disrupted due to volume-specific signal attenuations induced by varying directions and strengths of the applied gradients.
• PyHySCO: GPU-Enabled Susceptibility Artifact Distortion Correction in Seconds
  15 Mar 2024 1 repository listed
  Over the past decade, reversed Gradient Polarity (RGP) methods have become a popular approach for correcting susceptibility artifacts in Echo-Planar Imaging (EPI).
• GDCNet: Calibrationless geometric distortion correction of echo planar imaging data using deep learning
  29 Feb 2024 1 repository listed
  Traditional methods leverage a field map or voxel displacement map for distortion correction.
• bbOCR: An Open-source Multi-domain OCR Pipeline for Bengali Documents
  21 Aug 2023 1 repository listed
  We present extensive component-level and system-level evaluation: both use a novel diversified evaluation dataset and comprehensive evaluation metrics.
• Spatiotemporal Deformation Perception for Fisheye Video Rectification
  8 Feb 2023 1 repository listed
  Subsequently, we observe that the inter-frame optical flow of the video is facilitated to perceive the local spatial deformation of the fisheye video.
• UVDoc: Neural Grid-based Document Unwarping
  6 Feb 2023 1 repository listed
  In this paper we propose a novel method for grid-based single-image document unwarping.
• EvShutter: Transforming Events for Unconstrained Rolling Shutter Correction
  1 Jan 2023 1 repository listed
  The simulator permits the use of inexpensive cameras with long exposure to capture high-quality GS images.
• Comprehensive Analysis of the Object Detection Pipeline on UAVs
  1 Mar 2022 1 repository listed
  We show that not all parameters have an equal impact on detection accuracy and data throughput, and that by using a suitable compromise between parameters we are able to achieve higher detection accuracy for lightweight…
• Learning-Based Framework for Camera Calibration with Distortion Correction and High Precision Feature Detection
  1 Feb 2022 1 repository listed
  Therefore, in this paper, we propose a hybrid camera calibration framework which combines learning-based approaches with traditional methods to handle these bottlenecks.
• Efficient Real-Time Radial Distortion Correction for UAVs
  8 Oct 2020 1 repository listed
  In this paper we present a novel algorithm for onboard radial distortion correction for unmanned aerial vehicles (UAVs) equipped with an inertial measurement unit (IMU), that runs in real-time.
• Blind Geometric Distortion Correction on Images Through Deep Learning
  8 Sep 2019 1 repository listed
  We propose the first general framework to automatically correct different types of geometric distortion in a single input image.
• Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications
  21 Apr 2017 1 repository listed
  Particularly, we further discover a new type of chromatic distortion in high-density color QR codes, cross-module color interference, caused by the high density which also makes the geometric distortion correction more…
• A Hough Transform-based method for Radial Lens Distortion Correction
  17 Sep 2003 1 repository listed
  The paper presents an approach for a robust (semi-)automatic correction of radial lens distortion in images and videos.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.