Somin Park

Somin Park

University of Michigan

H-index: 10

North America-United States

About Somin Park

Somin Park, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of Human-Robot Collaboration, Robotics in Construction, Image Processing, Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Natural language instructions for intuitive human interaction with robotic assistants in field construction work

Integrating Large Language Models with Multimodal Virtual Reality Interfaces to Support Collaborative Human-Robot Construction Work

Joint BERT Model for Intent Classification and Slot Filling Analysis of Natural Language Instructions in Co-Robotic Field Construction Work

A comprehensive evaluation of factors influencing acceptance of robotic assistants in field construction work

Conditional generative adversarial networks with adversarial attack and defense for generative data augmentation

Synthetic data generation using building information models

Computer vision–based estimation of flood depth in flooded-vehicle images

Image augmentation to improve construction resource detection using generative adversarial networks, cut-and-paste, and image transformation techniques

Somin Park Information

University

Position

___

Citations(all)

867

Citations(since 2020)

865

Cited By

211

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Somin Park Skills & Research Interests

Human-Robot Collaboration

Robotics in Construction

Image Processing

Natural Language Processing

Top articles of Somin Park

Natural language instructions for intuitive human interaction with robotic assistants in field construction work

Automation in Construction

2024/5/1

Somin Park
Somin Park

H-Index: 5

Xi Wang
Xi Wang

H-Index: 2

Integrating Large Language Models with Multimodal Virtual Reality Interfaces to Support Collaborative Human-Robot Construction Work

arXiv preprint arXiv:2404.03498

2024/4/4

Somin Park
Somin Park

H-Index: 5

Joint BERT Model for Intent Classification and Slot Filling Analysis of Natural Language Instructions in Co-Robotic Field Construction Work

2024

Somin Park
Somin Park

H-Index: 5

A comprehensive evaluation of factors influencing acceptance of robotic assistants in field construction work

Journal of Management in Engineering

2023/5/1

Somin Park
Somin Park

H-Index: 5

Conditional generative adversarial networks with adversarial attack and defense for generative data augmentation

Journal of Computing in Civil Engineering

2022/5/1

Synthetic data generation using building information models

Automation in Construction

2021/10/1

Computer vision–based estimation of flood depth in flooded-vehicle images

Journal of Computing in Civil Engineering

2021/3/1

Image augmentation to improve construction resource detection using generative adversarial networks, cut-and-paste, and image transformation techniques

Automation in Construction

2020/7/1

Real-time Knowledge Structure Mapping from Twitter for Damage Information Retrieval during a Disaster

International conference on construction engineering and project management

2020

Synthetic data generation for indoor scene understanding using BIM

ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction

2020

Somin Park
Somin Park

H-Index: 5

Hyoungkwan Kim
Hyoungkwan Kim

H-Index: 28

See List of Professors in Somin Park University(University of Michigan)