Non-rigid point set registration by preserving global and local structures

J Ma, J Zhao, AL Yuille - IEEE Transactions on image …, 2015 - ieeexplore.ieee.org
In previous work on point registration, the input point sets are often represented using
Gaussian mixture models and the registration is then addressed through a probabilistic …

Sparse contextual activation for efficient visual re-ranking

S Bai, X Bai - IEEE Transactions on Image Processing, 2016 - ieeexplore.ieee.org
In this paper, we propose an extremely efficient algorithm for visual re-ranking. By
considering the original pairwise distance in the contextual space, we develop a feature …

Bag of contour fragments for robust shape classification

X Wang, B Feng, X Bai, W Liu, LJ Latecki - Pattern recognition, 2014 - Elsevier
Shape representation is a fundamental problem in computer vision. Current approaches to
shape representation mainly focus on designing low-level shape descriptors which are …

MARCH: Multiscale-arch-height description for mobile retrieval of leaf images

B Wang, D Brown, Y Gao, J La Salle - Information Sciences, 2015 - Elsevier
In this paper, we propose a novel shape description method for mobile retrieval of leaf
images. In this method, termed multiscale arch height (MARCH), hierarchical arch height …

Shape vocabulary: A robust and efficient shape representation for shape matching

X Bai, C Rao, X Wang - IEEE Transactions on Image …, 2014 - ieeexplore.ieee.org
In this paper, a learning-based shape descriptor for shape matching is demonstrated.
Formulated in a bag-of-words like framework, the proposed method summarizes the local …

Hierarchical string cuts: a translation, rotation, scale, and mirror invariant descriptor for fast shape retrieval

B Wang, Y Gao - IEEE Transactions on Image Processing, 2014 - ieeexplore.ieee.org
This paper presents a novel approach for both fast and accurately retrieving similar shapes.
A hierarchical string cuts (HSCs) method is proposed to partition a shape into multiple level …

Multiscale Fourier descriptor based on triangular features for shape retrieval

C Yang, Q Yu - Signal Processing: Image Communication, 2019 - Elsevier
Shape information plays an important role in the human visual system, and how to represent
the shape accurately is a very challenging issue in shape recognition. In recent years, many …

A Lie algebra representation for efficient 2D shape classification

X Yu, Y Gao, M Bennamoun, S Xiong - Pattern Recognition, 2023 - Elsevier
Riemannian manifold plays a vital role as a powerful mathematical tool in computer vision,
with important applications in curved shape analysis and classification. Significant progress …

Patchy image structure classification using multi-orientation region transform

X Yu, Y Zhao, Y Gao, S Xiong, X Yuan - … of the AAAI conference on artificial …, 2020 - aaai.org
Exterior contour and interior structure are both vital features for classifying objects. However,
most of the existing methods consider exterior contour feature and internal structure feature …

A novel method for 2D nonrigid partial shape matching

C Yang, H Wei, Q Yu - Neurocomputing, 2018 - Elsevier
There are two categories of partial shape matching problem: whole-to-part matching and
part-to-part matching. The first establishes the best match between an open curve and a part …