Explaining the ambiguity of object detection and 6d pose from visual data

F Manhardt, DM Arroyo, C Rupprecht… - Proceedings of the …, 2019 - openaccess.thecvf.com
Abstract 3D object detection and pose estimation from a single image are two inherently
ambiguous problems. Oftentimes, objects appear similar from different viewpoints due to …

Reflection symmetry detection of shapes based on shape signatures

TP Nguyen, HP Truong, TT Nguyen, YG Kim - Pattern Recognition, 2022 - Elsevier
We present two novel shape signature-based reflection symmetry detection methods with
their theoretical underpinning and empirical evaluation. LIP-signature and R-signature …

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 …

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 …

Reflection symmetry detection in Earth observation data

D Podgorelec, L Lukač, B Žalik - Sensors, 2023 - mdpi.com
The paper presents a new algorithm for reflection symmetry detection, which is specialized
to detect maximal symmetric patterns in an Earth observation (EO) dataset. First, we stress …

WRD-Net: Water Reflection Detection using a parallel attention transformer

H Dong, H Qi, H Zhou, J Dong, X Dong - Pattern Recognition, 2024 - Elsevier
In contrast to symmetry detection, Water Reflection Detection (WRD) is less studied. We treat
this topic as a Symmetry Axis Point Prediction task which outputs a set of points by implicitly …

Semantic line detection using mirror attention and comparative ranking and matching

D Jin, JT Lee, CS Kim - Computer Vision–ECCV 2020: 16th European …, 2020 - Springer
A novel algorithm to detect semantic lines is proposed in this paper. We develop three
networks: detection network with mirror attention (D-Net) and comparative ranking and …

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 …

Application of facial symmetrical characteristic to transfer learning

M Zou, M You, T Akashi - IEEJ transactions on electrical and …, 2021 - Wiley Online Library
Most face detection and recognition tasks are based on the training of intact facial images
and corresponding labels. Both the three‐dimensional (3D) structure and two‐dimensional …

A Hierarchical Universal Algorithm for Geometric Objects' Reflection Symmetry Detection

B Žalik, D Strnad, Š Kohek, I Kolingerová, A Nerat… - Symmetry, 2022 - mdpi.com
A new algorithm is presented for detecting the global reflection symmetry of geometric
objects. The algorithm works for 2D and 3D objects which may be open or closed and may …