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I

Irene Cheng

University of Alberta

24H-index
320Paper Count
2.7KCitation Count
Published Papers 32
Publication Date
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Dual-branch non-negative matrix factorization guided by information decoupling for multi-view clustering
errNeurocomputing
IF6.5
err2026-07-20
err0
PREAI
errMingxia Gong; Chengcai Leng; Ning Li; Zhao Pei; Jinye Peng; Irene Cheng; Anup Basu
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Fully Decentralized NFT Storage through Frequency Domain Neural Network Compression
errACM Transactions on Multimedia Computing Communications and Applications
IF6
err2026-01-01
err0
PREAI
errNingbo Zhu; Xinyao Sun; Irene Cheng
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errSave
Data fusion of modelled and measured deposition in the US and Canada, Part II: Dry deposition of sulfur, nitrogen and ozone.
errAtmospheric Environment
IF3.7
err2025-11-04
err0
PREAI
errAlain Robichaud; Amanda Cole; Irene Cheng; Hazel Cathcart; Jian Feng; Amy Hou; Debora Griffin; Mark W. Shephard
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Remote Sensing-Based Rice Mapping in Brazil: Identifying the Best Approach for Segmenting Different Spectral Compositions using Deep Learning
errRemote Sensing Applications: Society and Environment
IF0
err2025-10-22
err0
errOAAI
errM.D.Samiul Islam; Andre Dalla Bernardina Garcia; Ieda Del’Arco Sanches; Victor Rohden Prudente; Irene Cheng
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errSave
Prior knowledge-informed semantic segmentation framework for precise glacial lake mapping from multimodal imagery
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2025-10-09
err0
errOAAI
errHuizhi Tan; Liming Jiang; Haoran Liu; Tingbin Zhang; Irene Cheng
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errSave
Multi-view nonnegative matrix factorization via orthogonal and adversarial graph regularization
errApplied Soft Computing
IF6.6
err2025-07-03
err0
PREAI
errNing Li; Chengcai Leng; Jinye Peng; Irene Cheng; Anup Basu; Licheng Jiao
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errSave
Orthogonal Diversity Nonnegative Matrix Factorization for multi-view clustering
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-07-01
err0
PREAI
errZhang, Xinling; Leng, Chengcai; Peng, Jinye; Cheng, Irene; Basu, Anup
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Data fusion of modelled and-measured deposition in the US and Canada, part I: Description of methodology and validation of wet deposition of sulfur and nitrogen
errATMOSPHERIC ENVIRONMENT
IF3.7
err2025-04-01
err0
PREAI
errRobichaud, Alain; Cole, Amanda; Cheng, Irene; Cathcart, Hazel; Feng, Jian; Hou, Amy
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errSave
Irrigated rice-field mapping in Brazil using phenological stage information and optical and microwave remote sensing
errAPPLIED COMPUTING AND GEOSCIENCES
IF3.2
err2025-02-01
err1
errOAAI
errGarcia, Andre Dalla Bernardina; Islam, Samiul; Prudente, Victor Hugo Rohden; Sanches, Ieda Del'Arco; Cheng, Irene
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errSave
Dual-Graph Global and Local Concept Factorization for Data Clustering
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err12
PREAI
errLi, Ning; Leng, Chengcai; Cheng, Irene; Basu, Anup; Jiao, Licheng
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errSave
FAPNET: Feature Fusion with Adaptive Patch for Flood-Water Detection and Monitoring
errSENSORS
IF3.5
err2022-10-27
err2
errOAAI
errIslam, M. D. Samiul; Sun, Xinyao; Wang, Zheng; Cheng, Irene
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errSave
Find Small Objects in UAV Images by Feature Mining and Attention
errieee geoscience and remote sensing magazine
IF4.4
err2022-01-01
err8
PREAI
errLiu, Xiaolei; Leng, Chengcai; Niu, Xiaoming; Pei, Zhao; Cheng, Irene; Basu, Anup
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errSave
An Unsupervised Generative Neural Approach for InSAR Phase Filtering and Coherence Estimation
errieee geoscience and remote sensing magazine
IF4.4
err2021-11-01
err24
errOAAI
errMukherjee, Subhayan; Zimmer, Aaron; Sun, Xinyao; Ghuman, Parwant; Cheng, Irene
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errSave
Longitudinal In-Bed Pressure Signals Decomposition and Gradients Analysis for Pressure Injury Monitoring
errSENSORS
IF3.5
err2021-06-25
err3
errOAAI
errHajari, Nasim; Lastre-Dominguez, Carlos; Ho, Chester; Ibarra-Manzano, Oscar; Cheng, Irene
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errSave
Marker-Less 3d Object Recognition and 6d Pose Estimation for Homogeneous Textureless Objects: An RGB-D Approach
errSENSORS
IF3.5
err2020-09-07
err3
errOAAI
errHajari, Nasim; Bustillo, Gabriel Lugo; Sharma, Harsh; Cheng, Irene
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errSave
Kin-FOG: Automatic Simulated Freezing of Gait (FOG) Assessment System for Parkinson's Disease
errSENSORS
IF3.5
err2019-05-27
err12
errOAAI
errSoltaninejad, Sara; Cheng, Irene; Basu, Anup
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errSave
Contrast and Homogeneity Feature Analysis for Classifying Tremor Levels in Parkinson's Disease Patients
errSENSORS
IF3.5
err2019-05-04
err14
errOAAI
errVivar, Guillermina; Almanza-Ojeda, Dora-Luz; Cheng, Irene; Carlos Gomez, Juan; Andrade-Lucio, J. A.; Ibarra-Manzano, Mario-Alberto
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errSave
Graph Regularized Lp Smooth Non-negative Matrix Factorization for Data Representation
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2019-03-01
err63
PREAI
errLeng, Chengcai; Zhang, Hai; Cai, Guorong; Cheng, Irene; Basu, Anup
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errSave
Segmentation of arterial walls in intravascular ultrasound cross-sectional images using extremal region selection
errULTRASONICS
IF4.1
err2018-03-01
err38
errOAAI
errFaraji, Mehdi; Cheng, Irene; Naudin, Iris; Basu, Anup
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errSave
Blind Quality Estimation by Disentangling Perceptual and Noisy Features in High Dynamic Range Images
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2018-03-01
err14
errOAAI
errKottayil, Navaneeth Kamballur; Valenzise, Giuseppe; Dufaux, Frederic; Cheng, Irene
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errSave

Research Directions

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Co-authors
Cooperation Journals
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