Anup Basu

Anup Basu

University of Alberta

H-index: 46

North America-Canada

About Anup Basu

Anup Basu, With an exceptional h-index of 46 and a recent h-index of 24 (since 2020), a distinguished researcher at University of Alberta, specializes in the field of Multimedia, Perceptual Factors, Image Processing, Graphics.

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

Multimanifold Bistructured Low Rank Representation of hyperspectral images

Feature matching based on Gaussian kernel convolution and minimum relative motion

Incremental semi-supervised graph learning NMF with block-diagonal

Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object Segmentation

RAST: Restorable Arbitrary Style Transfer

Principal Component Approximation Network for Image Compression

Bayesian non-negative matrix factorization with Student’s t-distribution for outlier removal and data clustering

β-divergence NMF with biorthogonal regularization for data representation

Anup Basu Information

University

Position

Professor

Citations(all)

6648

Citations(since 2020)

2237

Cited By

5278

hIndex(all)

46

hIndex(since 2020)

24

i10Index(all)

135

i10Index(since 2020)

56

Email

University Profile Page

University of Alberta

Google Scholar

View Google Scholar Profile

Anup Basu Skills & Research Interests

Multimedia

Perceptual Factors

Image Processing

Graphics

Top articles of Anup Basu

Title

Journal

Author(s)

Publication Date

Multimanifold Bistructured Low Rank Representation of hyperspectral images

Infrared Physics & Technology

Tingting Chen

Chengcai Leng

Zhao Pei

Jinye Peng

Anup Basu

2024/1/1

Feature matching based on Gaussian kernel convolution and minimum relative motion

Engineering Applications of Artificial Intelligence

Kun Wang

Chengcai Leng

Huaiping Yan

Jinye Peng

Zhao Pei

...

2024/5/1

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

Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object Segmentation

arXiv preprint arXiv:2304.09949

Guanfang Dong

Chenqiu Zhao

Xichen Pan

Anup Basu

2023/4/19

RAST: Restorable Arbitrary Style Transfer

ACM Transactions on Multimedia Computing, Communications and Applications

Yingnan Ma

Chenqiu Zhao

Bingran Huang

Xudong Li

Anup Basu

2024/1/22

Principal Component Approximation Network for Image Compression

ACM Transactions on Multimedia Computing, Communications and Applications

Shupei Zhang

Chenqiu Zhao

Anup Basu

2024/1/11

Bayesian non-negative matrix factorization with Student’s t-distribution for outlier removal and data clustering

Engineering Applications of Artificial Intelligence

Ruixue Yuan

Chengcai Leng

Shuang Zhang

Jinye Peng

Anup Basu

2024/6/1

β-divergence NMF with biorthogonal regularization for data representation

Engineering Applications of Artificial Intelligence

Ruixue Yuan

Chengcai Leng

Bing Li

Anup Basu

2023/5/1

Cosine Multilinear Principal Component Analysis for Recognition

IEEE Transactions on Big Data

Feng Han

Chengcai Leng

Bing Li

Anup Basu

Licheng Jiao

2023/8/2

Affine-Transformation-Invariant Image Classification by Differentiable Arithmetic Distribution Module

arXiv preprint arXiv:2309.00752

Zijie Tan

Guanfang Dong

Chenqiu Zhao

Anup Basu

2023/9/1

Frequency Regularization: Restricting Information Redundancy of Convolutional Neural Networks

arXiv preprint arXiv:2304.07973

Chenqiu Zhao

Guanfang Dong

Shupei Zhang

Zijie Tan

Anup Basu

2023/4/17

Level Sets Guided by SoDEF-Fitting Energy for River Channel Detection in SAR Images

Remote Sensing

Bin Han

Anup Basu

2023/6/24

Bridging Distribution Learning and Image Clustering in High-dimensional Space

arXiv preprint arXiv:2308.15667

Guanfang Dong

Chenqiu Zhao

Anup Basu

2023/8/29

Two-Dimensional Parallel Spatio-Temporal Pyramid Pooling for Hand Gesture Recognition

IEEE Access

Farzaneh Jafari

Anup Basu

2023/11/28

RAST: Restorable arbitrary style transfer via multi-restoration

Yingnan Ma

Chenqiu Zhao

Xudong Li

Anup Basu

2023

Hybrid Conv-ViT network for hyperspectral image classification

IEEE Geoscience and Remote Sensing Letters

Huaiping Yan

Erlei Zhang

Jun Wang

Chengcai Leng

Anup Basu

...

2023/6/19

Is Deep Learning Network Necessary for Image Generation?

arXiv preprint arXiv:2308.13612

Chenqiu Zhao

Guanfang Dong

Anup Basu

2023/8/25

Medical Image Denosing via Explainable AI Feature Preserving Loss

arXiv preprint arXiv:2310.20101

Guanfang Dong

Anup Basu

2023/10/31

Visual Saliency Guided Foveated Video Compression

IEEE Access

Shupei Zhang

Anup Basu

2023/6/15

Level Sets Based on AoTF Fitting Energy for Riverbank Line Extraction from SAR Images

IEEE Sensors Journal

Bin Han

Anup Basu

2023/8/18

See List of Professors in Anup Basu University(University of Alberta)