Anup Basu

University of Alberta — Canada

Computer Science · Physical Sciences

36h-index5.3kcitations384works3.32yr avg
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Research Topics

Advanced Vision and Imaging(99), Advanced Image and Video Retrieval Techniques(48), Robotics and Sensor-Based Localization(42), Medical Image Segmentation Techniques(38), Computer Graphics and Visualization Techniques(35)

Publications384 total

Feature enhancement of local self-similarity in multi-modal image matching
Infrared Physics & Technology·2025
Multi-view nonnegative matrix factorization via orthogonal and adversarial graph regularization
Applied Soft Computing·2025· 1 cited
Exploring Image Generation via Mutually Exclusive Probability Spaces and Local Correlation Hypothesis
arXiv (Cornell University)·2025Open Access
Block information strategy for multi-modal remote sensing image registration
Engineering Applications of Artificial Intelligence·2025
MFEL-YOLO for small object detection in UAV aerial images
Expert Systems with Applications·2025· 12 cited
Orthogonal Diversity Nonnegative Matrix Factorization for multi-view clustering
Engineering Applications of Artificial Intelligence·2025· 8 cited
Multi-view data representation via adaptive label propagation nonnegative matrix factorization
Information Sciences·2025· 4 cited
Medical Image Denosing via Explainable AI Feature Preserving Loss
Lecture notes in computer science·2025· 4 cited
Affine-Transformation-Invariant Image Classification by Differentiable Arithmetic Distribution Module
Lecture notes in computer science·2025· 1 cited
Getting Started with Edge Systems
Apress pocket guides.·2025
Scale- and Shape-Aware Network With Prediction Decoupling for Building Fine-Grained Change Detection
IEEE Transactions on Geoscience and Remote Sensing·2025· 1 cited
Accelerating Inference of Networks in the Frequency Domain
2024
LMoW: A Latent Random Variable Model for Unconditional Human Motion Generation
2024
Dual graph-regularized low-rank representation for hyperspectral image denoising
Engineering Applications of Artificial Intelligence·2024· 4 cited
Deep Clustering via Distribution Learning
arXiv (Cornell University)·2024Open Access
JambaTalk: Speech-Driven 3D Talking Head Generation Based on Hybrid Transformer-Mamba Model
arXiv (Cornell University)·2024Open Access
Bayesian non-negative matrix factorization with Student’s t-distribution for outlier removal and data clustering
Engineering Applications of Artificial Intelligence·2024· 10 citedOpen Access
Feature matching based on Gaussian kernel convolution and minimum relative motion
Engineering Applications of Artificial Intelligence·2024· 3 cited
Learning Temporal Distribution and Spatial Correlation Toward Universal Moving Object Segmentation
IEEE Transactions on Image Processing·2024· 13 cited
AFUNet With Active Contour Loss for Water Body Detection in SAR Imagery
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2024· 5 citedOpen Access
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Frequent Co-authors

Irene Cheng(13), Mrinal Mandal(6), Mark A. Fiala(4), Girija Narlikar(3), Rui Shen(3), Mehdi Faraji(3), Chengcai Leng(3), Meghna Singh(3), Sergio Licardie(2), Irene Cheng(2), Nathaniel Rossol(2), Kevin James Wiebe(2), Lijun Yin(2), Lihang Ying(2), D.W. Murray(1), Francis Zane(1), Jianbo Shi(1), Ji Yang(1), Rui Shen(1), Hai Zhang(1)