Single view metrology in the wild

R Zhu, X Yang, Y Hold-Geoffroy, F Perazzi… - … on Computer Vision, 2020 - Springer
… We present a novel approach to single view metrology that can recover the absolute scale …
as camera parameters of orientation and field of view, using just a monocular image acquired …

Single View Scene Scale Estimation using Scale Field

BU Lee, J Zhang, Y Hold-Geoffroy… - Proceedings of the …, 2023 - openaccess.thecvf.com
… By training our model on calibrated panoramic image data and the in-the-wild … is single
view metrology [6]. As detailed in this line of works [6, 10, 35], knowing horizon line, field of view (…

Metric3d: Towards zero-shot metric 3d prediction from a single image

W Yin, C Zhang, H Chen, Z Cai, G Yu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Metrology in the wild. To show the robustness and accuracy of our recovered metric 3D,
we download Flickr photos captured by various cameras and collect coarse camera intrinsic …

Development of Animal Morphology Measurement Tool with Convolutional Neural Networks and Single-View Metrology Algorithms

R Loor Párraga, M Sotomayor Sánchez - International Conference on …, 2023 - Springer
single-view metrology algorithms to classify species and measure the morphology of animals
in the wild, … Subsequently, “single-view metrology” algorithms will be implemented to obtain …

Single view metrology applied for dynamic control of sink height for children

H Liu - 2011 - diva-portal.org
… , which estimates the height of person from a single image. This technique is based on the
single view metrology. Keywords: Sink, Height Measurement, Vision, Single View Metrology

Horizon lines in the wild

S Workman, M Zhai, N Jacobs - arXiv preprint arXiv:1604.02129, 2016 - arxiv.org
The horizon line is an important contextual attribute for a wide variety of image understanding
tasks. As such, many methods have been proposed to estimate its location from a single

On the feasibility of 3D model-based forensic height and weight estimation

N Thakkar, H Farid - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
… We then describe the height estimation accuracy for the inthe-wild dataset (Section 3.3.2).
Finally, we briefly explore combining a classic single-view metrology analysis of height with …

Evidence of three-dimensional asymmetries seeded by high-density carbon-ablator nonuniformity in experiments at the national ignition facility

…, M Bruhn, K Sequoia, N Rice, M Farrell, C Wild - Physical Review Letters, 2021 - APS
… This work reveals the origin of a significant implosion performance degradation in ignition
experiments and places stringent new requirements on capsule thickness metrology and …

SPEC: Seeing people in the wild with an estimated camera

M Kocabas, CHP Huang, J Tesch… - Proceedings of the …, 2021 - openaccess.thecvf.com
… Due to the lack of camera parameter information for inthe-wild images, existing 3D human
… in-the-wild 3D HPS method that estimates the perspective camera from a single image and …

Metric3D v2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

M Hu, W Yin, C Zhang, Z Cai, X Long, H Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
… the key to a zero-shot single-view model lies in resolving the … generalization to in-the-wild
images with unseen camera settings. … the way for plausible single-image metrology. Our project …