Yi Ma

46.0k total citations · 17 hit papers
254 papers, 31.3k citations indexed

About

Yi Ma is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Electrical and Electronic Engineering. According to data from OpenAlex, Yi Ma has authored 254 papers receiving a total of 31.3k indexed citations (citations by other indexed papers that have themselves been cited), including 135 papers in Computer Vision and Pattern Recognition, 72 papers in Computational Mechanics and 45 papers in Electrical and Electronic Engineering. Recurrent topics in Yi Ma's work include Sparse and Compressive Sensing Techniques (58 papers), Advanced Vision and Imaging (50 papers) and Robotics and Sensor-Based Localization (27 papers). Yi Ma is often cited by papers focused on Sparse and Compressive Sensing Techniques (58 papers), Advanced Vision and Imaging (50 papers) and Robotics and Sensor-Based Localization (27 papers). Yi Ma collaborates with scholars based in United States, China and Singapore. Yi Ma's co-authors include John Wright, Emmanuel J. Candès, Xiaodong Li, S. Shankar Sastry, Shuicheng Yan, Arvind Ganesh, Bed Poudel, Zhouchen Lin, Gang Chen and Zhifeng Ren and has published in prestigious journals such as Science, Advanced Materials and Nature Materials.

In The Last Decade

Yi Ma

240 papers receiving 30.4k citations

Hit Papers

5 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.

High-Thermoelectric Performance of Nanostructured Bismuth Antimony Telluride Bulk Alloys

2008 4.8k citations Yi Ma et al. profile →
Robust principal component analysis?

2011 4.5k citations Yi Ma, John Wright et al. profile →
Robust Recovery of Subspace Structures by Low-Rank Representation

2012 2.7k citations Zhouchen Lin, Yi Ma et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Sparse Representation for Computer Vision and Pattern Recognition

2010 1.4k citations John Wright, Yi Ma et al. profile →
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network

2016 1.4k citations Yi Ma et al. profile →
Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization

2009 1.1k citations John Wright, Arvind Ganesh et al. IDEALS (University of Illinois Urbana-Champaign) profile →
High-performance flat-panel solar thermoelectric generators with high thermal concentration

2011 987 citations Yi Ma et al. profile →
An Invitation to 3-D Vision

2004 639 citations Yi Ma et al. profile →
Experimental Studies on Anisotropic Thermoelectric Properties and Structures of n-Type Bi₂Te_2.7Se_0.3

2010 588 citations Yi Ma et al. profile →
RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images

2012 580 citations Yigang Peng, Arvind Ganesh et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
An Invitation to 3-D Vision: From Images to Geometric Models

2003 574 citations Yi Ma et al. profile →
Enhanced Thermoelectric Figure-of-Merit in p-Type Nanostructured Bismuth Antimony Tellurium Alloys Made from Elemental Chunks

2008 490 citations Yi Ma et al. profile →
On the Role of Sparse and Redundant Representations in Image Processing

2010 482 citations Yi Ma et al. profile →
Compressive Sensing via Nonlocal Low-Rank Regularization

2014 445 citations Weisheng Dong, Guangming Shi et al. IEEE Transactions on Image Processing profile →
Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation

2011 440 citations Arvind Ganesh, Yi Ma et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Fast Convex Optimization Algorithms for Exact Recovery of a Corrupted Low-Rank Matrix

2009 341 citations Zhouchen Lin, Arvind Ganesh et al. IDEALS (University of Illinois Urbana-Champaign) profile →
Fast ℓ<inf>1</inf>-minimization algorithms and an application in robust face recognition: A review

2010 319 citations Arvind Ganesh, Yi Ma et al. profile →

Peers

Countries citing papers authored by Yi Ma

Since Specialization

Citations

This map shows the geographic impact of Yi Ma'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 Yi Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yi Ma more than expected).

Fields of papers citing papers by Yi Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yi Ma. 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 Yi Ma. The network helps show where Yi Ma may publish in the future.

Co-authorship network of co-authors of Yi Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Yi Ma. A scholar is included among the top collaborators of Yi Ma 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 Yi Ma. Yi Ma is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Wide baseline stereovision based obstacle detection for unmanned surface vehicles 2024 ·Signal Image and Video Processing ·Jiucai Jin, Deqing Liu, Fangxu Li, Yongshou Dai, Ligang Li, Yi Ma	3
2	Pursuit of a discriminative representation for multiple subspaces via sequential games 2023 ·Journal of the Franklin Institute ·(unknown), (unknown), (unknown), Manxi Wu, Edgar Dobriban, Yi Ma	1
3	Three-dimensional EG@MOF matrix composite phase change materials for high efficiency battery cooling 2023 ·Energy ·Ying Ma, (unknown), Hongyan Zuo, Yi Ma, Qingsong Zuo, Ying Chen, Xiaoxiang He, Rongrong Wei	46
4	CTRL: Closed-Loop Transcription to an LDR via Minimaxing Rate Reduction 2022 ·Entropy ·(unknown), (unknown), Mingyang Li, (unknown), (unknown), (unknown), (unknown), Yaodong Yu, Xiaojun Yuan, Heung‐Yeung Shum, Yi Ma	14
5	On the principles of Parsimony and Self-consistency for the emergence of intelligence 2022 ·Frontiers of Information Technology & Electronic Engineering ·Yi Ma, Doris Y. Tsao, Heung‐Yeung Shum	30
6	Improved resonance method for fatigue test of full-scale wind turbine blades 2022 ·AIP Advances ·(unknown), (unknown), Yi Ma, (unknown)	4
7	Learning and Meshing From Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching 2021 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·(unknown), Kui Jia, Yi Ma	5
8	Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group 2020 ·arXiv (Cornell University) ·(unknown), (unknown), Zhenyu Liao, John Wright, Yi Ma	9
9	Robust Low-Rank Tensor Recovery with Rectification and Alignment 2019 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Xiaoqin Zhang, Di Wang, Zhengyuan Zhou, Yi Ma	154
10	Parameter-Free Gaussian PSF Model for Extended Depth of Field in Brightfield Microscopy 2019 ·IEEE Transactions on Image Processing ·Xu Zhou, Rafael Molina, Yi Ma, Tianfu Wang, Dong Ni	5
11	New Rank Deficiency Condition for Multiple View Geometry of Point Features 2018 ·Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) ·Yi Ma, Renè Vidal, (unknown), Shankar P. Sastry	0
12	Robust Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image and Video Denoising 2018 ·IEEE Journal of Selected Topics in Signal Processing ·Weisheng Dong, Tao Huang, Guangming Shi, Yi Ma, Xin Li	27
13	Label Information Guided Graph Construction for Semi-Supervised Learning 2017 ·IEEE Transactions on Image Processing ·Liansheng Zhuang, Zihan Zhou, Shenghua Gao, (unknown), Zhouchen Lin, Yi Ma	61
14	Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors 2013 ·Neural Information Processing Systems ·Xiaoqin Zhang, Di Wang, Zhengyuan Zhou, Yi Ma	14
15	Biomechanics Mechanism of Landing Buffer for Freestyle Skiing Aerials Athletes 2012 ·Yi Ma	1
16	Electrochemical Deposition and Characterization of Thermoelectric Thin Films of Bismuth Telluride and Its Derivatives 2011 ·Chalmers Publication Library (Chalmers University of Technology) ·Yi Ma	0
17	Applied Research on Freestyle Skiing Aerials Physical Training Monitoring of China 2011 ·Yi Ma	2
18	RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images 2010 ·Yigang Peng, Arvind Ganesh, John Wright, Wenli Xu, Yi Ma	178
19	Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization breakdown → 2009 ·IDEALS (University of Illinois Urbana-Champaign) ·John Wright, Arvind Ganesh, Shankar Rao, Yigang Peng, Yi Ma	1059
20	Classification via Minimum Incremental Coding Length (MICL) 2007 ·SIAM Journal on Imaging Sciences ·John Wright, Yangyu Tao, Zhouchen Lin, Yi Ma, Heung‐Yeung Shum	8

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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