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Personal profile

Personal profile

Currently Involved in research at Charles Sturt University.

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Gesture recognition Engineering & Materials Science
Support vector machines Engineering & Materials Science
Neural networks Engineering & Materials Science
Blood vessels Engineering & Materials Science
Medium access control Engineering & Materials Science
Time series Engineering & Materials Science
Classifiers Engineering & Materials Science
Vehicular ad hoc networks Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2003 2019

  • 245 Citations
  • 9 h-Index
  • 38 Conference paper
  • 18 Article
  • 9 Doctoral Thesis
  • 1 Chapter

Deep Learning Models for Retinal Blood Vessels Segmentation: A Survey

Soomro, T. A., Zheng, L., Gao, J., Hellwich, O. & Paul, M., 23 May 2019, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

Sequential deep learning for action recognition with synthetic multi-view data from depth maps

Liang, B., Zheng, L. & Li, X., 2019, Data Mining - 16th Australasian Conference, AusDM 2018, Revised Selected Papers. Zhao, Y., Warwick, G., Stirling, D., Li, C-T., Koh, Y. S., Islam, R. & Islam, Z. (eds.). Springer-Verlag London Ltd., p. 360-371 12 p. (Communications in Computer and Information Science; vol. 996).

Research output: Book chapter/Published conference paperConference paper

Action Recognition
Depth Map
Recurrent neural networks
Neural networks
Motion

Strided Fully Convolutional Neural Network for Boosting the Sensitivity of Retinal Blood Vessels Segmentation

Soomro, T. A., Afifi, A. J., Gao, J., Hellwich, O., Zheng, L. & Paul, M., 22 May 2019, (Accepted/In press) In : Expert Systems with Applications. 17 p.

Research output: Contribution to journalArticle

Blood vessels
Neural networks
Principal component analysis
Processing
1 Citation (Scopus)

Strided U-Net Model: Retinal Vessels Segmentation using Dice Loss

Soomro, T. A., Hellwich, O., Afifi, A. J., Paul, M., Gao, J. & Zheng, L., 16 Jan 2019, 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018. Pickering, M., Zheng, L., You, S., Rahman, A., Murshed, M., Asikuzzaman, M., Natu, A., Robles-Kelly, A. & Paul, M. (eds.). IEEE, Institute of Electrical and Electronics Engineers, 8615770. (2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018).

Research output: Book chapter/Published conference paperConference paper

Retinal Vessels
Databases
Neural networks
Neural Networks (Computer)
Lighting

View Synthesis for Free Viewpoint Video Using Temporal Modelling

Rahaman, D. M. M., 01 Apr 2019, 179 p.

Research output: ThesisDoctoral Thesis

Open Access
File
Pixels
Image coding
Textures
Switches
Bandwidth

Prizes

Academia Award

Lihong Zheng (Recipient), 07 Mar 2019

Prize: Award

Industry
Innovation

Achievement Award

Lihong Zheng (Recipient), Aug 2017

Prize: Award

File
student

Achievement Award

Lihong Zheng (Recipient), 27 Jul 2018

Prize: Award

File
economy

Instructor Excellence Award

Lihong Zheng (Recipient), 12 May 2017

Prize: Award

File
instructor
academy
networking
performance
student

Instructor Excellence Award

Lihong Zheng (Recipient), 17 Jun 2016

Prize: Award

File

Activities 2015 2019

Teaching and Research at CSU

Lihong Zheng (Speaker)
29 May 2019

Activity: Talk or presentation typesInvited talk

STEMA Punk Girls Learning Portfolio Night

Lihong Zheng (Speaker)
04 Apr 2019

Activity: Talk or presentation typesInvited talk

Machine Learning and Applications in Viticulture

Lihong Zheng (Speaker)
06 Mar 2019

Activity: Talk or presentation typesOral presentation

ZTE

Lihong Zheng (Visiting researcher)
13 Nov 2018

Activity: Visiting an external institution typesVisiting an external academic institution

South China Normal University

Lihong Zheng (Visiting researcher)
12 Nov 2018

Activity: Visiting an external institution typesVisiting an external academic institution

Press / Media

Prime 7 News

Lihong Zheng

19/03/19

1 item of media coverage

Press/Media: Press / Media

Women in IT award for CSU academic

Lihong Zheng

18/03/19

1 media contribution

Press/Media: Press / Media

A look back at the Cisco Women in IT Awards

Lihong Zheng

10/03/19

1 item of media coverage

Press/Media: Press / Media

CSU students win silver in global IoT Spartans challenge

Lihong Zheng

14/02/1815/02/18

7 items of media coverage

Press/Media: Press / Media

Smarter computing for smarter agriculture

Sabih Rehman & Lihong Zheng

31/05/17

1 media contribution

Press/Media: Press / Media