activity
20182023
most citedDeep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook

213 citations · 223 across the 6 of their papers we have counts for

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5 papers · 1 filter

cs.CV2023★ 213 cited

Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook

Huang Zhang, Changshuo Wang, Shengwei Tian +4

In recent years, point cloud representation has become one of the research hotspots in the field of computer vision, and has been widely used in many fields, such as autonomous dri…

cs.CV2021★ 1 cited

Learning Continuous Face Representation with Explicit Functions

Liping Zhang, Weijun Li, Linjun Sun +5

How to represent a face pattern? While it is presented in a continuous way in our visual system, computers often store and process the face image in a discrete manner with 2D array…

cs.CV2020★ 4 cited

GmFace: A Mathematical Model for Face Image Representation Using Multi-Gaussian

Liping Zhang, Weijun Li, Lina Yu +5

Establishing mathematical models is a ubiquitous and effective method to understand the objective world. Due to complex physiological structures and dynamic behaviors, mathematical…

cs.CV2020★ 1 cited

A Local Descriptor with Physiological Characteristic for Finger Vein Recognition

Liping Zhang, Weijun Li, Xin Ning

Local feature descriptors exhibit great superiority in finger vein recognition due to their stability and robustness against local changes in images. However, most of these are met…

cs.CV2018

Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network

Liping Zhang, Zongqing Lu, Qingmin Liao

The convolutional neural network model for optical flow estimation usually outputs a low-resolution(LR) optical flow field. To obtain the corresponding full image resolution,interp…