Concepedia

Abhishek Singh

AS

Statistics

Publications

19

Citations

4K

H-Index

13

Active since

2004

Affiliations

University of Illinois Urbana-Champaign(Current)

University of Florida

Microsoft (India)

Abhishek Singh is an author at University of Illinois Urbana-Champaign specializing in engineering, machine learning, and pattern recognition.

Top concepts

EngineeringMachine LearningComputer VisionComputer SciencePattern RecognitionData ScienceDeep LearningImage AnalysisInverse ProblemsSuper-resolution

Publications per year

2004–2023

19

Publications

19

Single image super-resolution from transformed self-exemplars

Jia‐Bin Huang, Abhishek Singh, Narendra Ahuja · 2015 · 3.4K citations

Scene Analysis, Engineering, Super-resolution Imaging +18

The C-loss function for pattern classification

Abhishek Singh, Rosha Pokharel, José C. Prı́ncipe · Pattern Recognition · 2013 · 133 citations

Classification Method, Engineering, Machine Learning +8

Super-resolving Noisy Images

Abhishek Singh, Fatih Porikli, Narendra Ahuja · 2014 · 77 citations · Full text

High Resolution, Engineering, Low Resolution +16

A loss function for classification based on a robust similarity metric

Abhishek Singh, José C. Prı́ncipe · 2010 · 62 citations

Margin-based Loss Function, Machine Learning, Engineering +19

Information theoretic learning with adaptive kernels

Abhishek Singh, José C. Prı́ncipe · Signal Processing · 2010 · 60 citations

Engineering, Machine Learning, Adaptive Kernels +6

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