Irene Cheng

Irene Cheng

University of Alberta

H-index: 29

North America-Canada

About Irene Cheng

Irene Cheng, With an exceptional h-index of 29 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Alberta, specializes in the field of Remote sensing, spectral data analysis, computer vision, data modelling & visualization, information communication and perceptua.

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

Incremental semi-supervised graph learning NMF with block-diagonal

Interactive Manipulation and Visualization of 3D Brain MRI for Surgical Training

Feature CAM: Interpretable AI in Image Classification

GANInSAR: Deep Generative Modeling for Large-Scale InSAR Signal Simulation

Active Learning for Multi-Class Vehicle Categorization and Traffic Analysis in complex environments

A U-Net Approach for InSAR Phase Unwrapping and Denoising

Visible-Infrared Features Fusion Based Object Detection

Aerial Sensor Data Guided Object Detection for Cattle Monitoring in Open Fields

Irene Cheng Information

University

Position

Scientific Director Multimedia Research & Adjunct Professor Computing Science

Citations(all)

3430

Citations(since 2020)

1640

Cited By

2643

hIndex(all)

29

hIndex(since 2020)

20

i10Index(all)

79

i10Index(since 2020)

42

Email

University Profile Page

University of Alberta

Google Scholar

View Google Scholar Profile

Irene Cheng Skills & Research Interests

Remote sensing

spectral data analysis

computer vision

data modelling & visualization

information communication and perceptua

Top articles of Irene Cheng

Title

Journal

Author(s)

Publication Date

Incremental semi-supervised graph learning NMF with block-diagonal

Engineering Applications of Artificial Intelligence

Xue Lv

Chengcai Leng

Jinye Peng

Zhao Pei

Irene Cheng

...

2024/4/1

Interactive Manipulation and Visualization of 3D Brain MRI for Surgical Training

arXiv preprint arXiv:2404.15293

Siddharth Jha

Zichen Gui

Benjamin Delbos

Richard Moreau

Arnaud Leleve

...

2024/3/24

Feature CAM: Interpretable AI in Image Classification

arXiv preprint arXiv:2403.05658

Frincy Clement

Ji Yang

Irene Cheng

2024/3/8

GANInSAR: Deep Generative Modeling for Large-Scale InSAR Signal Simulation

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Zhongrun Zhou

Xinyao Sun

Fei Yang

Zheng Wang

Ryan Goldsbury

...

2024/2/2

Active Learning for Multi-Class Vehicle Categorization and Traffic Analysis in complex environments

Gabriel Lugo

Joey Quinlan

Lingrui Zhou

Md Nahid Sadik

Irene Cheng

2023/12/11

A U-Net Approach for InSAR Phase Unwrapping and Denoising

Remote Sensing

Sachin Vijay Kumar

Xinyao Sun

Zheng Wang

Ryan Goldsbury

Irene Cheng

2023/10/24

Visible-Infrared Features Fusion Based Object Detection

Fan Yang

Irene Cheng

2023/10/1

Aerial Sensor Data Guided Object Detection for Cattle Monitoring in Open Fields

Fan Yang

Irene Cheng

2023/7/10

Water body extraction from sentinel-2 imagery with deep convolutional networks and pixelwise category transplantation

Remote Sensing

Joshua Billson

MD Samiul Islam

Xinyao Sun

Irene Cheng

2023/2/24

Exploring terrestrial point clouds with Google Street View for discovery and fine-grained catalog of urban objects.

Gabriel Lugo

Rutvik Chauhan

Irene Cheng

2023/12/11

Multi‐step implicit Adams predictor‐corrector network for fire detection

IET Image Processing

Zhen Deng

Shuhao Hu

Shibai Yin

Yibin Wang

Anup Basu

...

2022/7

Unleashing the Potential of Data Analytics Through Music

Smart Multimedia: Third International Conference, ICSM 2022, Marseille, France, August 25–27, 2022, Revised Selected Papers

Irene Cheng

2022/12/13

A Real-Time Fall Classification Model Based on Frame Series Motion Deformation

Nasim Hajari

Irene Cheng

2022/8/25

Dual-graph global and local concept factorization for data clustering

IEEE Transactions on Neural Networks and Learning Systems

Ning Li

Chengcai Leng

Irene Cheng

Anup Basu

Licheng Jiao

2022/6/2

Semi-Supervised Learning Approach for Localization and Pose Estimation of Texture-less Objects in Cluttered Scenes

Array

N. Hajari and I. Cheng G. Lugo Bustillo

2022/12

Find Small Objects in UAV Images by Feature Mining and Attention

IEEE Geoscience and Remote Sensing Letters

Xiaolei Liu

Chengcai Leng

Xiaoming Niu

Zhao Pei

Irene Cheng

...

2022/11/7

Hyperspectral Image Denoising Based on Dual Low-Rank Structure Preservation

Mingpei Tang

Chengcai Leng

Irene Cheng

2022/8/25

Fapnet: Feature fusion with adaptive patch for flood-water detection and monitoring

Sensors

MD Samiul Islam

Xinyao Sun

Zheng Wang

Irene Cheng

2022/10/27

3D Segmentation and Visualization of Human Brain CT Images for Surgical Training-A VTK Approach

Palak

Benjamin Delbos

Rémi Chalard

Richard Moreau

Arnaud Lelevé

...

2022/8/25

LiSurveying: A high-resolution TLC-LiDAR benchmark

Computers & Graphics

R. Schatz and I. Cheng G. Lugo Bustillo

R. Li

R. Chauhan

Z.H. Wang

Palak

...

2022/10

See List of Professors in Irene Cheng University(University of Alberta)