Concepedia

B. G. Vijay Kumar

BG

6

Publications

344

Citations

6

H-Index

2008

Active since

Affiliations

Australian Centre for Robotic Vision(Current)

The University of Adelaide

Indian Institute of Technology Madras

B. G. Vijay Kumar is an author at Australian Centre for Robotic Vision specializing in engineering, machine learning, and computer vision.

Top concepts

EngineeringData ScienceDeep LearningImage AnalysisMachine VisionComputer VisionMachine LearningPattern RecognitionComputer ScienceInverse Problems

Publications per year

2008–2018

6

Publications

6

Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimizing Global Loss Functions

B. G. Vijay Kumar, Gustavo Carneiro, Ian Reid · 2016 · 258 citations

Siamese Network, Geometric Learning, Convolutional Neural Network +18

Multi-modal Cycle-consistent Generalized Zero-Shot Learning

Rafael Felix, B. G. Vijay Kumar, Ian Reid et al. · arXiv (Cornell University) · 2018 · 28 citations · Full text

Few-shot Learning, Machine Vision, Machine Learning +15

Computationally efficient algorithm for face super-resolution using (2D) <sup>2</sup> -PCA based prior

B. G. Vijay Kumar, R. Aravind · IET Image Processing · 2010 · 19 citations

Face hallucination using OLPP and Kernel Ridge Regression

B. G. Vijay Kumar, R. Aravind · 2008 · 15 citations

Face Detection, Facial Recognition System, Machine Vision +15

Max-margin Non-negative Matrix Factorization

B. G. Vijay Kumar, Irene Kotsia, Ioannis Patras · Image and Vision Computing · 2012 · 14 citations

Engineering, Machine Learning, Data Science +3

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