Vineetha Menon

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 26

Top Topics

Hyperspectral Data

Dimensionality Reduction

Top Venues

Publications

T. Warren de Wit, Vineetha Menon, Nathan L. Tenhundfeld, Thomas Davis
EEG Context Fusion for AI-Based Object Detection and Drone Navigation in Situationally Aware Brain-Computer Interfaces. ICTAI (2023)
Lakshitha R. Jain, Vineetha Menon
AI Algorithmic Bias: Understanding its Causes, Ethical and Social Implications. ICTAI (2023)
Nathan Hemming, Vineetha Menon
Deep Reinforcement Learning Based Efficient and Robust Navigation Method For Autonomous Applications. ICTAI (2023)
Bishwas Praveen, Vineetha Menon
Hyper-Vit: A Novel Light-Weighted Visual Transformer-Based Supervised Classification Framework For Hyperspectral Remote Sensing Applications. WHISPERS (2022)
Bishwas Praveen, Vineetha Menon
A Bidirectional Deep-Learning-Based Spectral Attention Mechanism for Hyperspectral Data Classification. Remote. Sens. 14 (1) (2022)
Shivangi Gupta, Vineetha Menon, Jérôme Baudry
Wavelet-based Spectral Analysis For Protein Conformation Selection and Prediction Using AI in Drug Discovery Applications. BIBM (2022)
Bishwas Praveen, Vineetha Menon
Dual-Branch-AttentionNet: A Novel Deep-Learning-Based Spatial-Spectral Attention Methodology for Hyperspectral Data Analysis. Remote. Sens. 14 (15) (2022)
Kristin Weger, Sheri Leder, Bryan Mesmer, Vineetha Menon, Harald Schaub
How Effectively Do We Communicate? An Analysis of Team Reflexivity in Transition and Action Phases of Team Collaboration. IEEE Trans. Prof. Commun. 65 (3) (2022)
Bishwas Praveen, Vineetha Menon
Study of Spatial-Spectral Feature Extraction Frameworks With 3-D Convolutional Neural Network for Robust Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Raina Ghanshyam Bangani, Vineetha Menon, Emil Jovanov
Personalized Stress Monitoring AI System For Healthcare Workers. BIBM (2021)
Bashir M. Sabquat Bahar Talukder, Vineetha Menon, Biswajit Ray, Tempestt J. Neal, Md. Tauhidur Rahman
Towards the Avoidance of Counterfeit Memory: Identifying the DRAM Origin. HOST (2020)
Vishnu Sripriya Akondi, Vineetha Menon, Jérôme Baudry, Jana Whittle
Novel K-Means Clustering-based Undersampling and Feature Selection for Drug Discovery Applications. BIBM (2019)
Vineetha Menon
Randomized Locality-Preserving Discriminant Analysis for Dimensionality Reduction and Hyperspectral Image Classification. IGARSS (2019)
Bashir M. Sabquat Bahar Talukder, Vineetha Menon, Biswajit Ray, Tempestt J. Neal, Md. Tauhidur Rahman
Towards the Avoidance of Counterfeit Memory: Identifying the DRAM Origin. CoRR (2019)
Bishwas Praveen, Vineetha Menon
Novel Deep-Learning-Based Spatial-Spectral Feature Extraction For Hyperspectral Remote Sensing Applications. IEEE BigData (2019)
Vineetha Menon, Shantia Yarahmadian
Wavelet-Based Compression and Estimation of the $N$-State Stochastic Microtubule Signal. BIBM (2019)
T. Warren de Wit, Vineetha Menon
Informed Trading Support for the Amateur Investoron the New York Stock Exchange. IEEE BigData (2019)
Vineetha Menon, Qian Du
Randomized non negative matrix factorization for hyperspectral image classification. WHISPERS (2018)
Vineetha Menon, Qian Du, Sundar A. Christopher
Improved Random Projection with $K$-Means Clustering for Hyperspectral Image Classification. IGARSS (2018)
Vineetha Menon, Shantia Yarahmadian
Wavelet Based Compressed Sensing Sampling and Estimation of N-States Random Evolution Model Parameters in Microtubule Signal. BIBM (2018)
Vineetha Menon, Qian Du, James E. Fowler
Random Hadamard Projections for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 14 (3) (2017)
Vineetha Menon, Shantia Yarahmadian, Vahid Rezania
Superresolution and EM based ML Kalman estimation of the stochastic microtubule signal modeled as three states random evolution. BIBM (2017)
Jinhuan Wen, James E. Fowler, Mingyi He, Yong-Qiang Zhao, Chengzhi Deng, Vineetha Menon
Orthogonal Nonnegative Matrix Factorization Combining Multiple Features for Spectral-Spatial Dimensionality Reduction of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Vineetha Menon, Qian Du, James E. Fowler
Random-projection-based nonnegative least squares for hyperspectral image unmixing. WHISPERS (2016)
Vineetha Menon, Qian Du, James E. Fowler
Fast SVD With Random Hadamard Projection for Hyperspectral Dimensionality Reduction. IEEE Geosci. Remote. Sens. Lett. 13 (9) (2016)
Vineetha Menon, Qian Du, James E. Fowler
Hadamard-Walsh random projection for hyperspectral image classification. IGARSS (2016)
Shantia Yarahmadian, Vineetha Menon, Vahid Rezania
On using Compressed Sensing and peak detection method for the Dynamic Instability parameters estimation for Microtubules modeled in three states. BIBM (2015)
Vineetha Menon, Saurabh Prasad, James E. Fowler
Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features. ICIP (2015)
Majid Mahrooghy, Shantia Yarahmadian, Vineetha Menon, Vahid Rezania, Jack A. Tuszynski
The use of compressive sensing and peak detection in the reconstruction of microtubules length time series in the process of dynamic instability. Comput. Biol. Medicine 65 (2015)