Lu Xia

3.3k total citations · 3 hit papers
17 papers, 2.2k citations indexed

About

Lu Xia is a scholar working on Computer Vision and Pattern Recognition, Information Systems and Artificial Intelligence. According to data from OpenAlex, Lu Xia has authored 17 papers receiving a total of 2.2k indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Computer Vision and Pattern Recognition, 4 papers in Information Systems and 3 papers in Artificial Intelligence. Recurrent topics in Lu Xia's work include Human Pose and Action Recognition (7 papers), Video Surveillance and Tracking Methods (6 papers) and Advanced Decision-Making Techniques (3 papers). Lu Xia is often cited by papers focused on Human Pose and Action Recognition (7 papers), Video Surveillance and Tracking Methods (6 papers) and Advanced Decision-Making Techniques (3 papers). Lu Xia collaborates with scholars based in United States, China and Italy. Lu Xia's co-authors include J.K. Aggarwal, Chia-Chih Chen, J. K. Aggarwal, Michael S. Ryoo, Larry Matthies, Thomas J. Fuchs, Ilaria Gori, Xiaoman Li, Jiajia Luo and Kaiyue Liu and has published in prestigious journals such as IEEE Access, Sensors and Pattern Recognition Letters.

In The Last Decade

Lu Xia

17 papers receiving 2.1k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

View invariant human action recognition using histograms of 3D joints

2012 1.0k citations Lu Xia, Chia-Chih Chen et al. profile →
Human activity recognition from 3D data: A review

2014 389 citations J. K. Aggarwal, Lu Xia Pattern Recognition Letters profile →
Human detection using depth information by Kinect

2011 338 citations Lu Xia, Chia-Chih Chen et al. profile →

Peers

Countries citing papers authored by Lu Xia

Since Specialization

Citations

This map shows the geographic impact of Lu Xia's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Lu Xia with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lu Xia more than expected).

Fields of papers citing papers by Lu Xia

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Lu Xia. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Lu Xia. The network helps show where Lu Xia may publish in the future.

Co-authorship network of co-authors of Lu Xia

This figure shows the co-authorship network connecting the top 25 collaborators of Lu Xia. A scholar is included among the top collaborators of Lu Xia based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Lu Xia. Lu Xia is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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17 of 17 papers shown

#	Work	Indexed citations
1	Lightweight Deep Learning Model, ConvNeXt-U: An Improved U-Net Network for Extracting Cropland in Complex Landscapes from Gaofen-2 Images 2025 ·Sensors ·Sijie Liu, (unknown), Lu Xia, Junhuan Peng, (unknown), Xiang Fan, (unknown), Xiangnan Liu	4
2	Human-in-the-Loop Video Semantic Segmentation Auto-Annotation 2023 ·2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) ·(unknown), (unknown), Chong Liu, Lu Xia, Jiajia Luo, Ke Zhang, (unknown)	4
3	Multimodal Neural Radiance Field 2023 ·(unknown), (unknown), Chi Liu, Lu Xia, Jiajia Luo, (unknown), Ram Nevatia, (unknown)	6
4	CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations 2023 ·2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) ·(unknown), Jiajia Luo, Lu Xia, (unknown), (unknown), Ke Zhang, Zhongyu Jiang, Jenq–Neng Hwang, (unknown)	11
5	RSI-Net: Two-Stream Deep Neural Network for Remote Sensing Images-Based Semantic Segmentation 2022 ·IEEE Access ·Shuang He, Lu Xia, Jason Gu, (unknown), Yu Qin, Kaiyue Liu, (unknown), Chunqi Chang, Nizhuan Wang	18
6	Comparison of Convolutional Sparse Coding Network and Convolutional Neural Network for Pavement Crack Classification: A Validation Study 2020 ·Journal of Physics Conference Series ·(unknown), Jun Shi, Lu Xia, Zhichao Yin, (unknown), Dongbao Jia, Nizhuan Wang	2
7	Design of a ZigBee wireless sensor network node for aquaculture monitoring 2016 ·Xiaoman Li, Lu Xia	13
8	Robot-centric Activity Recognition from First-Person RGB-D Videos 2015 ·Lu Xia, Ilaria Gori, J.K. Aggarwal, Michael S. Ryoo	31
9	Robot-Centric Activity Prediction from First-Person Videos 2015 ·Michael S. Ryoo, Thomas J. Fuchs, Lu Xia, J.K. Aggarwal, Larry Matthies	70
10	Human activity recognition from 3D data: A review breakdown → 2014 ·Pattern Recognition Letters ·J. K. Aggarwal, Lu Xia	389
11	Ripple-effect analysis for operational architecture of air defense systems with supernetwork modeling 2014 ·Journal of Systems Engineering and Electronics ·Zhigang Zou, Liu Fu-xian, (unknown), Lu Xia, (unknown)	4
12	Spatio-temporal Depth Cuboid Similarity Feature for Activity Recognition Using Depth Camera 2013 ·Lu Xia, J.K. Aggarwal	308
13	Supernetwork model of operational system-of-systems for capability emergence 2012 ·Chinese Control Conference ·Lu Xia, (unknown), (unknown)	4
14	Case Similarity Computation Method of Fusing Margin and Veto Power 2012 ·Jisuanji gongcheng ·Lu Xia	1
15	View invariant human action recognition using histograms of 3D joints breakdown → 2012 ·Lu Xia, Chia-Chih Chen, J.K. Aggarwal	1008
16	Cluster label aligning algorithm based on programming model 2012 ·(unknown), Liu Fu-xian, Lu Xia	3
17	Human detection using depth information by Kinect breakdown → 2011 ·Lu Xia, Chia-Chih Chen, J.K. Aggarwal	338

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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