Hybridpose: 6d object pose estimation under hybrid representations

C Song, J Song, Q Huang - … of the IEEE/CVF conference on …, 2020 - openaccess.thecvf.com
We introduce HybridPose, a novel 6D object pose estimation approach. HybridPose utilizes
a hybrid intermediate representation to express different geometric information in the input …

2017 ICCV challenge: Detecting symmetry in the wild

C Funk, S Lee, MR Oswald… - Proceedings of the …, 2017 - openaccess.thecvf.com
Motivated by various new applications of computational symmetry in computer vision and in
an effort to advance machine perception of symmetry in the wild, we organize the third …

Reflection and rotation symmetry detection via equivariant learning

A Seo, B Kim, S Kwak, M Cho - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
The inherent challenge of detecting symmetries stems from arbitrary orientations of
symmetry patterns; a reflection symmetry mirrors itself against an axis with a specific …

3dsymm: robust and accurate 3d reflection symmetry detection

R Nagar, S Raman - Pattern Recognition, 2020 - Elsevier
Reflection symmetry is a very commonly occurring feature in both natural and man-made
objects, which helps in understanding objects better and makes them visually pleasing …

A fast and efficient 3D reflection symmetry detector based on neural networks

P Ji, X Liu - Multimedia Tools and Applications, 2019 - Springer
Determining the 3D reflection symmetry planes from 3D models is very difficult and time-
consuming. In this paper, we formulate the symmetry detection as a per-point classification …

Anti-glare: Tightly constrained optimization for eyeglass reflection removal

T Sandhan, J Young Choi - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Absence of a clear eye visibility not only degrades the aesthetic value of an entire face
image but also creates difficulties in many computer vision tasks. Even mild reflections …

Detecting approximate reflection symmetry in a point set using optimization on manifold

R Nagar, S Raman - IEEE Transactions on Signal Processing, 2019 - ieeexplore.ieee.org
We propose an algorithm to detect approximate reflection symmetry present in a set of
volumetrically distributed points belonging to ℝ d containing a distorted reflection symmetry …

Combining appearance and gradient information for image symmetry detection

A Gnutti, F Guerrini, R Leonardi - IEEE Transactions on Image …, 2021 - ieeexplore.ieee.org
This work addresses the challenging problem of reflection symmetry detection in
unconstrained environments. Starting from the understanding on how the visual cortex …

Symmetric perception and ordinal regression for detecting scoliosis natural image

X Zhu, R Chen, X Guo, Z Shao, Y Dai, M Zhang… - Applied …, 2025 - Springer
Scoliosis is one of the most common diseases in adolescents. Traditional screening
methods for the scoliosis usually use radiographic examination, which requires certified …

Attention based: modeling human perception of reflectional symmetry in the wild

H Akbar, MM Iqbal - Journal of Ambient Intelligence and Humanized …, 2024 - Springer
Symmetry exists everywhere, presenting itself in various forms and scales. Humans take
advantage of symmetry for various tasks, but superb symmetry perception through …