Search Results for author: Kapil Ahuja

Found 6 papers, 1 papers with code

Vector Quantized Spectral Clustering applied to Soybean Whole Genome Sequences

no code implementations30 Sep 2018 Aditya A. Shastri, Kapil Ahuja, Milind B. Ratnaparkhe, Aditya Shah, Aishwary Gagrani, Anant Lal

We develop a Vector Quantized Spectral Clustering (VQSC) algorithm that is a combination of Spectral Clustering (SC) and Vector Quantization (VQ) sampling for grouping Soybean genomes.

Quantization

Localized Multiple Kernel Learning for Anomaly Detection: One-class Classification

1 code implementation21 May 2018 Chandan Gautam, Ramesh Balaji, K Sudharsan, Aruna Tiwari, Kapil Ahuja

In this paper, we present a multiple kernel learning approach for the One-class Classification (OCC) task and employ it for anomaly detection.

Anomaly Detection Classification +3

Online Learning with Regularized Kernel for One-class Classification

no code implementations17 Jan 2017 Chandan Gautam, Aruna Tiwari, Sundaram Suresh, Kapil Ahuja

This paper presents an online learning with regularized kernel based one-class extreme learning machine (ELM) classifier and is referred as online RK-OC-ELM.

Classification General Classification +3

Density-Wise Two Stage Mammogram Classification using Texture Exploiting Descriptors

no code implementations15 Jan 2017 Aditya A. Shastri, Deepti Tamrakar, Kapil Ahuja

We apply our two new descriptors on all images of the IRMA database for density wise classification, and compare with the standard descriptors.

General Classification Image Retrieval

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