D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 45 Citations 8,180 255 World Ranking 3515 National Ranking 1808

Research.com Recognitions

Awards & Achievements

2020 - SPIE Fellow

2019 - IEEE Fellow For contributions to high-resolution direction finding and radar signal processing

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Algorithm
  • Computer vision

Yimin Zhang mainly investigates Artificial intelligence, Algorithm, Computer vision, Pattern recognition and Radar. His study in the field of Boosting, Feature extraction, Support vector machine and Iterative reconstruction is also linked to topics like Jargon. His Algorithm research includes themes of Subspace topology, Signal, Direction of arrival, Time–frequency analysis and Speech recognition.

His biological study spans a wide range of topics, including Bilinear interpolation and Over-the-horizon radar. His Pattern recognition research is multidisciplinary, relying on both Balanced histogram thresholding and Bayesian compressive sensing, Compressed sensing. His work in Radar covers topics such as Electronic engineering which are related to areas like Telecommunications, Broadcasting, Modulation and Phase modulation.

His most cited work include:

  • Generalized Coprime Array Configurations for Direction-of-Arrival Estimation (381 citations)
  • Road crack detection using deep convolutional neural network (351 citations)
  • Color Image Segmentation Based on Mean Shift and Normalized Cuts (307 citations)

What are the main themes of his work throughout his whole career to date?

Yimin Zhang mainly focuses on Artificial intelligence, Algorithm, Computer vision, Electronic engineering and Radar. His Artificial intelligence study deals with Continuous-wave radar intersecting with Radar engineering details. His work carried out in the field of Algorithm brings together such families of science as Speech recognition and Signal, Time–frequency analysis.

Yimin Zhang has included themes like Bilinear interpolation, Blind signal separation, Source separation and Array processing, Signal processing in his Time–frequency analysis study. His research on Computer vision often connects related topics like Passive radar. His Electronic engineering research focuses on MIMO and how it relates to Relay, Computer network and Wireless network.

He most often published in these fields:

  • Artificial intelligence (31.29%)
  • Algorithm (29.31%)
  • Computer vision (21.78%)

What were the highlights of his more recent work (between 2015-2021)?

  • Algorithm (29.31%)
  • Radar (16.63%)
  • Compressed sensing (9.90%)

In recent papers he was focusing on the following fields of study:

Yimin Zhang mostly deals with Algorithm, Radar, Compressed sensing, Electronic engineering and Artificial intelligence. His studies in Algorithm integrate themes in fields like Signal, Direction of arrival and Time–frequency analysis. His Radar research includes themes of Waveform, Beamforming, Control theory and Communications system.

Yimin Zhang combines subjects such as Signal reconstruction, Estimator, Ambiguity function, Focus and Global Positioning System with his study of Compressed sensing. His biological study spans a wide range of topics, including Amplitude-shift keying, Radar engineering details, MIMO, Broadcasting and Interference. His Artificial intelligence research is multidisciplinary, incorporating elements of Continuous-wave radar, Computer vision and Pattern recognition.

Between 2015 and 2021, his most popular works were:

  • Road crack detection using deep convolutional neural network (351 citations)
  • Dual-Function Radar-Communications: Information Embedding Using Sidelobe Control and Waveform Diversity (195 citations)
  • Radar Signal Processing for Elderly Fall Detection: The future for in-home monitoring (173 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Algorithm
  • Statistics

His primary areas of investigation include Algorithm, Radar, Direction of arrival, Compressed sensing and Electronic engineering. His Algorithm research incorporates elements of Mathematical optimization, Toeplitz matrix and Degrees of freedom. His work deals with themes such as MIMO, Signal and Pattern recognition, which intersect with Radar.

The study incorporates disciplines such as Underdetermined system, Speech recognition and Wideband in addition to Direction of arrival. His research integrates issues of GNSS applications, Broadcasting, Modulation and Communications system in his study of Electronic engineering. Outlier is a subfield of Artificial intelligence that Yimin Zhang investigates.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Road crack detection using deep convolutional neural network

Lei Zhang;Fan Yang;Yimin Daniel Zhang;Ying Julie Zhu.
international conference on image processing (2016)

563 Citations

Generalized Coprime Array Configurations for Direction-of-Arrival Estimation

Si Qin;Yimin D. Zhang;Moeness G. Amin.
IEEE Transactions on Signal Processing (2015)

528 Citations

Color Image Segmentation Based on Mean Shift and Normalized Cuts

Wenbing Tao;Hai Jin;Yimin Zhang.
systems man and cybernetics (2007)

464 Citations

Sparsity-based DOA estimation using co-prime arrays

Yimin D. Zhang;Moeness G. Amin;Braham Himed.
international conference on acoustics, speech, and signal processing (2013)

280 Citations

Radar Signal Processing for Elderly Fall Detection: The future for in-home monitoring

Moeness G. Amin;Yimin D. Zhang;Fauzia Ahmad;K.C. Dominic Ho.
IEEE Signal Processing Magazine (2016)

238 Citations

Dual-Function Radar-Communications: Information Embedding Using Sidelobe Control and Waveform Diversity

Aboulnasr Hassanien;Moeness G. Amin;Yimin D. Zhang;Fauzia Ahmad.
IEEE Transactions on Signal Processing (2016)

232 Citations

Learning SURF Cascade for Fast and Accurate Object Detection

Jianguo Li;Yimin Zhang.
computer vision and pattern recognition (2013)

232 Citations

Direction-of-Arrival Estimation for Coprime Array via Virtual Array Interpolation

Chengwei Zhou;Yujie Gu;Xing Fan;Zhiguo Shi.
IEEE Transactions on Signal Processing (2018)

226 Citations

Three-Dimensional Wideband Beamforming for Imaging Through a Single Wall

F. Ahmad;Yimin Zhang;M.G. Amin.
IEEE Geoscience and Remote Sensing Letters (2008)

216 Citations

Automatic Player Detection, Labeling and Tracking in Broadcast Soccer Video.

Jia Liu;Xiaofeng Tong;Wenlong Li;Tao Wang.
british machine vision conference (2007)

203 Citations

Best Scientists Citing Yimin Zhang

Moeness G. Amin

Moeness G. Amin

Villanova University

Publications: 131

Fauzia Ahmad

Fauzia Ahmad

Temple University

Publications: 53

Wei Liu

Wei Liu

Shanghai Jiao Tong University

Publications: 32

Wen-Qin Wang

Wen-Qin Wang

University of Electronic Science and Technology of China

Publications: 28

Abdelhak M. Zoubir

Abdelhak M. Zoubir

TU Darmstadt

Publications: 24

Yonina C. Eldar

Yonina C. Eldar

Weizmann Institute of Science

Publications: 20

Braham Himed

Braham Himed

United States Air Force Research Laboratory

Publications: 19

Christos Masouros

Christos Masouros

University College London

Publications: 18

Lajos Hanzo

Lajos Hanzo

University of Southampton

Publications: 18

Boualem Boashash

Boualem Boashash

University of Queensland

Publications: 16

P.P. Vaidyanathan

P.P. Vaidyanathan

California Institute of Technology

Publications: 16

Ljubisa Stankovic

Ljubisa Stankovic

University of Montenegro

Publications: 15

Marco Lops

Marco Lops

University of Naples Federico II

Publications: 15

Abdesselam Bouzerdoum

Abdesselam Bouzerdoum

Hamad bin Khalifa University

Publications: 15

Xiang-Gen Xia

Xiang-Gen Xia

University of Delaware

Publications: 15

Hing Cheung So

Hing Cheung So

City University of Hong Kong

Publications: 14

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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