Sruti Das Choudhury

Sruti Das Choudhury

  • Contact Information
  • Publications
  • Background
  • Interests
  • Grants
  • Advising
  • Courses Taught

Contact Information

TitleImage Analysis Specialist
Faculty RankResearch Associate Professor
Address724 South Hardin Hall
3310 Holdrege Street
Lincoln NE
68583–0987
Phone
  • office: 402-617-0477 Ext:
E-mails.d.choudhury@unl.edu
VitaeDownload file

 

Contact Preference

Email

Office Hours

Friday 10:00 - 11:00 am

Selected Publications

Das Choudhury S, Saha S, Samal A, Mazis A and Awada T (2023) Drought stress prediction and propagation using time series modeling on multimodal plant image sequences. Front. Plant Sci. 14:1003150. doi: 10.3389/fpls.2023.1003150.Online
Choudhury, S. D., Guha, S., Das, A., Das, A. K., Samal, A. K., Awada, T. N. (2022). FlowerPhenoNet: Automated Flower Detection from Multi-View Image Sequences Using Deep Neural Networks for Temporal Plant Phenotyping Analysis. REMOTE SENSING, 14(24).Online
Fan, X., Zhou, R., Tjahjadi, T., Das Choudhury, S., Ye, Q. (2022). A Segmentation-Guided Deep Learning Framework for Leaf Counting. Frontiers in Plant Science. Online
Bashyam, S., Choudhury, S. D., Samal, A. K., Awada, T. N. (2021). Visual Growth Tracking for Automated Leaf Stage Monitoring Based on Image Sequence Analysis. REMOTE SENSING, 13(5).Online
Quiñones, R., Munoz-Arriola, F., Das Choudhury, S., Samal, A. (2021). Multi-feature data repository development and analytics for image cosegmentation in high-throughput plant phenotyping. PLOS ONE, 16(9), 21. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0257001Online
Zhou, L., Fan, X., Tjahjadi, T., Das Choudhury, S. (2021). Discriminative attention-augmented feature learning for facial expression recognition in the wild. Neural Computing and Applications. 34: 925–936.
Das Choudhury, D., Samal, A., and Awada, T. 2019. Leveraging Image Analysis for High-Throughput Plant Phenotyping. Frontiers in Plant Science. doi: 10.3389/fpls.2019.00508 Online
Das Choudhury, S., Bashyam, S., Qui, Y., Samal, A., Awada, T. (2018). Holistic and Component Plant Phenotyping using Temporal Image Sequence. Holistic and Component Plant Phenotyping using Temporal Image Sequence, Plant Methods. 14(35).
Das Choudhury, S., Bashyan, S., Qiu, Y., Samal, A. K., Awada, T. N. (2018). Holistic & component plant phenotyping using temporal image sequence. Holistic & component plant phenotyping using temporal image sequence, 14, 35.
Fan, X., Ye, Q., Yang, X., Das Choudhury, S. (2018). Robust Blood Pressure Estimation using a RGB Camera. Robust Blood Pressure Estimation using a RGB Camera.
Jarquin, D., Howard, R., Xavier, A., Das Choudhury, S. (2018). Increasing Predictive Ability by Modeling Interactions between Environments. Increasing Predictive Ability by Modeling Interactions between Environments, 8(4).
S. D. Choudhury, T. Tjahjadi, 2014. Robust View-Invariant Multiscale Gait Recognition, Pattern Recognition, 48: 798 - 811.Online
S. D. Choudhury, T. Tjahjadi, 2013. Gait Recognition Based on Shape and Motion Analysis of Silhouette Contour, Computer Vision and Image Understanding, 117: 1770-1785.Online

Background

Education

DegreeMajorInstitutionYear Awarded
Doctorate of PhilosophyComptuer Science EngineeringUniversity of Warwick, United Kingdom2013
Master of ScienceComptuer Science and ApplicationUniversity of Calcutta, India2009
Bachelor of ScienceInformation TechnologyWest Bengal University of Technology, India2005

 

Awards

TitleAwarded byYear Awarded
Honorable mention, Outstanding Postdoctoral ScholarUniversity of Nebraska-Lincoln, USA2017
Postdoctoral Research AssociateDepartment of Computer Science and Engineering, UNL2016
IPPN Travel Grant4th International Plant Phenotyping Symposium2016
KDD-DSFEW Travel AwardKDD Data Science for Food Energy and Water Workshop2016
AusPheno2016 Travel Award5th International Controlled Environment Conference2016
Early Career Research FellowshipInstitute of Advanced Study, University of Warwick2014

 

Websites

 

SNR Program Areas

  • Environmental Science

Areas of Interest/Expertise

  • Image-based Plant Phenotyping Analysis
  • Gait Recognition
  • Medical Image Analysis

Grants

Currently this page only displays grants that were awarded on 1/1/ 2009 to the present. If a grant was awarded prior to 1/1/ 2009 and is still active, it will not be displayed on this page.

Grant TitleEvent-Based Plant Phenotyping using Deep Learning, Algorithms, Tools and Datasets
Starting Date06/07/2022

Investigator(s)

Ending Date01/31/2023
Funding Level$50,000.00
Funding AgencyIowa State University

 

Grant Title3-D image-based Plant Phenotyping
Starting Date10/01/2017

Investigator(s)

Ending Date09/30/2018
Funding Level$5,000.00
Funding AgencyIowa State University

 

Advising

Graduate Programs

Master of Applied Science

Master of Science in Natural Resource Sciences
including specializations in

    Doctorate of Philosophy in Natural Resource Sciences
    including specializations in

      Courses Taught

      Course NumberCourse TitleFall Even YearsFall Odd YearsSpring Even YearsSpring Odd YearsSummer SessionCross Listing
      NRES 498/898Computer Vision and Artificial Intelligence Challenges in AgricultureXX