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Mini-unmanned aerial vehicle-based remote sensing: Techniques, applications, and prospects
The past few decades have witnessed great progress for unmanned aerial vehicles (UAVs)
in civilian fields, especially in photogrammetry and remote sensing. In contrast with manned …
in civilian fields, especially in photogrammetry and remote sensing. In contrast with manned …
DeepCalib: A deep learning approach for automatic intrinsic calibration of wide field-of-view cameras
Calibration of wide field-of-view cameras is a fundamental step for numerous visual media
production applications, such as 3D reconstruction, image undistortion, augmented reality …
production applications, such as 3D reconstruction, image undistortion, augmented reality …
Fisheyerecnet: A multi-context collaborative deep network for fisheye image rectification
Images captured by sheye lenses violate the pinhole camera assumption and suer from
distortions. Rectication of sheye images is therefore a crucial preprocessing step for many …
distortions. Rectication of sheye images is therefore a crucial preprocessing step for many …
A comprehensive overview of fish-eye camera distortion correction methods
J Xu, DW Han, K Li, JJ Li, ZY Ma - arxiv preprint arxiv:2401.00442, 2023 - arxiv.org
The fisheye camera, with its unique wide field of view and other characteristics, has found
extensive applications in various fields. However, the fisheye camera suffers from significant …
extensive applications in various fields. However, the fisheye camera suffers from significant …
Simfir: A simple framework for fisheye image rectification with self-supervised representation learning
In fisheye images, rich distinct distortion patterns are regularly distributed in the image
plane. These distortion patterns are independent of the visual content and provide …
plane. These distortion patterns are independent of the visual content and provide …
Learning to calibrate straight lines for fisheye image rectification
This paper presents a new deep-learning based method to simultaneously calibrate the
intrinsic parameters of fisheye lens and rectify the distorted images. Assuming that the …
intrinsic parameters of fisheye lens and rectify the distorted images. Assuming that the …
DR-GAN: Automatic radial distortion rectification using conditional GAN in real-time
Radial distortion, which severely hinders object detection and semantic recognition,
frequently exists in images captured using a wide-angle lens. Correction of this distortion of …
frequently exists in images captured using a wide-angle lens. Correction of this distortion of …
Progressively complementary network for fisheye image rectification using appearance flow
Distortion rectification is often required for fisheye images. The generation-based method is
one mainstream solution due to its label-free property, but its naive skip-connection and …
one mainstream solution due to its label-free property, but its naive skip-connection and …
A perceptual measure for deep single image camera and lens calibration
Image editing and compositing have become ubiquitous in entertainment, from digital art to
AR and VR experiences. To produce beautiful composites, the camera needs to be …
AR and VR experiences. To produce beautiful composites, the camera needs to be …
ULSD: Unified line segment detection across pinhole, fisheye, and spherical cameras
Image line segment detection is a fundamental problem in computer vision and remote
sensing. Although numerous state-of-the-art methods have shown great performance for …
sensing. Although numerous state-of-the-art methods have shown great performance for …