Stitched wide field of view light field image quality assessment: Benchmark database and objective metric

Y Cui, G Jiang, M Yu, Y Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the limitation of commercial light field camera hardware devices, the imaging field of
view is quite narrow. Numerous Light Field Image (LFI) stitching algorithms have been …

Local visual and global deep features based blind stitched panoramic image quality evaluation using ensemble learning

Y Cui, G Jiang, M Yu, Y Song - IEEE Transactions on Emerging …, 2022 - ieeexplore.ieee.org
Image stitching technology aims to generate a Stitched Panoramic Image (SPI) by stitching
multiple narrow-view images containing over-lap** regions. However, heterogeneous …

Content-dependency reduction with multi-task learning in blind stitched panoramic image quality assessment

J Hou, W Lin, B Zhao - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
In this work, we investigate deep learning based solutions to blind quality assessment of
stitched panoramic images (SPI). The main problem to tackle is that the ground truth data is …

Quantitative assessment method of image stitching performance based on estimation of planar parallax

K Jung, J Hong - IEEE Access, 2021 - ieeexplore.ieee.org
While parallax-tolerant image stitching is a relatively mature field, the performances of image
stitching methods have been assessed subjectively and qualitatively. These methods …

Perceptual objective quality assessment of stereoscopic stitched images

W Yan, G Yue, Y Fang, H Chen, C Tang, G Jiang - Signal Processing, 2020 - Elsevier
Large view stereoscopic images can provide users with immersive depth experience. Image
stitching techniques aim to obtain large view stitched images, and there have been various …

Perceptual quality assessment of panoramic stitched contents for immersive applications: a prospective survey

H Ullah, S Afzal, IU Khan - Virtual Reality & Intelligent Hardware, 2022 - Elsevier
The recent advancements in the field of Virtual Reality (VR) and Augmented Reality (AR)
have a substantial impact on modern day technology by digitizing each and everything …

Decoupled Hybrid 360 Panoramic Stereo Video

KK Ra, JJ Clark - 2019 International conference on 3D vision …, 2019 - ieeexplore.ieee.org
Although virtual reality (VR) and 360° panoramic videos amplify the viewer's immersion, they
bring unique challenges from a content creator's perspective. As the audience gazes all …