David Han

David Han

Drexel University

H-index: 25

North America-United States

About David Han

David Han, With an exceptional h-index of 25 and a recent h-index of 19 (since 2020), a distinguished researcher at Drexel University, specializes in the field of image motion speech gesture machine learning.

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

Towards high-fidelity facial UV map generation in real-world

An Overview of Deep Learning in UAV Perception

Long-Range Drone Detection Dataset

Reference guided image inpainting using facial attributes

Learning Scene Context Without Images

A Lightweight Dynamic Filter For Keyword Spotting

Discriminatory and orthogonal feature learning for noise robust keyword spotting

Cross-referencing self-training network for sound event detection in audio mixtures

David Han Information

University

Position

___

Citations(all)

2378

Citations(since 2020)

1578

Cited By

1291

hIndex(all)

25

hIndex(since 2020)

19

i10Index(all)

58

i10Index(since 2020)

39

Email

University Profile Page

Drexel University

Google Scholar

View Google Scholar Profile

David Han Skills & Research Interests

image motion speech gesture machine learning

Top articles of David Han

Title

Journal

Author(s)

Publication Date

Towards high-fidelity facial UV map generation in real-world

Pattern Recognition Letters

Yuanming Li

Jeong-gi Kwak

Bon-hwa Ku

David Han

Hanseok Ko

2024/4/1

An Overview of Deep Learning in UAV Perception

Amirreza Rouhi

Solmaz Arezoomandan

Ritik Kapoor

John Klohoker

Sneh Patal

...

2024/1/6

Long-Range Drone Detection Dataset

Amirreza Rouhi

Himanshu Umare

Sneh Patal

Ritik Kapoor

Namit Deshpande

...

2024/1/6

Reference guided image inpainting using facial attributes

arXiv preprint arXiv:2301.08044

Dongsik Yoon

Jeonggi Kwak

Yuanming Li

David Han

Youngsaeng Jin

...

2023/1/19

Learning Scene Context Without Images

arXiv preprint arXiv:2311.10998

Amirreza Rouhi

David Han

2023/11/18

A Lightweight Dynamic Filter For Keyword Spotting

Donghyeon Kim

Kyungdeuk Ko

Jeonggi Kwak

David K Han

Hanseok Ko

2023/6/4

Discriminatory and orthogonal feature learning for noise robust keyword spotting

IEEE Signal Processing Letters

Donghyeon Kim

Kyungdeuk Ko

David K Han

Hanseok Ko

2022/9/2

Cross-referencing self-training network for sound event detection in audio mixtures

IEEE transactions on multimedia

Sangwook Park

David K Han

Mounya Elhilali

2022/5/27

Injecting 3d perception of controllable nerf-gan into stylegan for editable portrait image synthesis

Jeong-gi Kwak

Yuanming Li

Dongsik Yoon

Donghyeon Kim

David Han

...

2022/10/23

Generate and edit your own character in a canonical view

arXiv preprint arXiv:2205.02974

Jeong-gi Kwak

Yuanming Li

Dongsik Yoon

David Han

Hanseok Ko

2022/5/6

3d human motion generation from the text via gesture action classification and the autoregressive model

Gwantae Kim

Youngsuk Ryu

Junyeop Lee

David K Han

Jeongmin Bae

...

2022/10/16

DIFAI: Diverse facial inpainting using stylegan inversion

Hanseok Ko Dongsik Yoon

Jeong-gi Kwak

Yuanming Li

David Han

2022

Controllable Face Manipulation and UV Map Generation by Self-supervised Learning

arXiv preprint arXiv:2209.12050

Yuanming Li

Jeong-gi Kwak

David Han

Hanseok Ko

2022/9/24

Deep Clustering for Improved Inter-Cluster Separability and Intra-Cluster Homogeneity with Cohesive Loss

IEICE TRANSACTIONS on Information and Systems

Byeonghak Kim

Murray Loew

David K Han

Hanseok Ko

2021/5/1

Efficient task planning for mobile manipulation: a virtual kinematic chain perspective

Ziyuan Jiao

Zeyu Zhang

Weiqi Wang

David Han

Song-Chun Zhu

...

2021/8/3

Multi-band CNN architecture using adaptive frequency filter for acoustic event classification

Applied Acoustics

Donghyeon Kim

Sangwook Park

David K Han

Hanseok Ko

2021/1/15

Consolidating kinematic models to promote coordinated mobile manipulations

Ziyuan Jiao

Zeyu Zhang

Xin Jiang

David Han

Song-Chun Zhu

...

2021/8/3

On the use of simulation in robotics: Opportunities, challenges, and suggestions for moving forward

HeeSun Choi

Cindy Crump

Christian Duriez

Asher Elmquist

Gregory Hager

...

2021/1/5

Trseg: Transformer for semantic segmentation

Pattern Recognition Letters

Youngsaeng Jin

David Han

Hanseok Ko

2021/8/1

CPNet: Cross-parallel network for efficient anomaly detection

Youngsaeng Jin

Jonghwan Hong

David Han

Hanseok Ko

2021/11/16

See List of Professors in David Han University(Drexel University)

Co-Authors

H-index: 81
Andrea Prosperetti

Andrea Prosperetti

University of Houston

H-index: 9
Jounghoon Beh

Jounghoon Beh

University of Maryland, Baltimore

academic-engine