A Color Edge Detection Algorithm in RGB Color Space. - Soumya Dutta; Bidyut B. Chaudhuri (ARTCom, 2009)

A Statistics and Local Homogeneity Based Color Edge Detection Algorithm. - Soumya Dutta; Bidyut B. Chaudhuri (ARTCom, 2009)

An Information-Aware Framework for Exploring Multivariate Data Sets. - Ayan Biswas; Soumya Dutta; Han-Wei Shen; Jonathan Woodring (IEEE Trans. Vis. Comput. Graph., 2013)

Visualizing the variations of ensemble of isosurfaces. - Subhashis Hazarika; Soumya Dutta; Han-Wei Shen (PacificVis, 2016)

Visualization and Analysis of Rotating Stall for Transonic Jet Engine Simulation. - Chun-Ming Chen; Soumya Dutta; Xiaotong Liu; Gregory Heinlein; Han-Wei Shen; Jen-Ping Chen (IEEE Trans. Vis. Comput. Graph., 2016)

Distribution Driven Extraction and Tracking of Features for Time-varying Data Analysis. - Soumya Dutta; Han-Wei Shen (IEEE Trans. Vis. Comput. Graph., 2016)

Homogeneity guided probabilistic data summaries for analysis and visualization of large-scale data sets. - Soumya Dutta; Jonathan Woodring; Han-Wei Shen; Jen-Ping Chen; James P. Ahrens (PacificVis, 2017)

Pointwise information guided visual analysis of time-varying multi-fields. - Soumya Dutta; Xiaotong Liu; Ayan Biswas; Han-Wei Shen; Jen-Ping Chen (SIGGRAPH Asia Symposium on Visualization, 2017)

In Situ Distribution Guided Analysis and Visualization of Transonic Jet Engine Simulations. - Soumya Dutta; Chun-Ming Chen; Gregory Heinlein; Han-Wei Shen; Jen-Ping Chen (IEEE Trans. Vis. Comput. Graph., 2017)

In Situ Prediction Driven Feature Analysis in Jet Engine Simulations. - Soumya Dutta; Han-Wei Shen; Jen-Ping Chen (PacificVis, 2018)

Information Guided Data Sampling and Recovery Using Bitmap Indexing. - Tzu-Hsuan Wei; Soumya Dutta; Han-Wei Shen (PacificVis, 2018)

In situ data-driven adaptive sampling for large-scale simulation data summarization. - Ayan Biswas; Soumya Dutta; Jesus Pulido; James P. Ahrens (ISAV@SC, 2018)

A flexible system for in situ triggers. - Matthew Larsen; Amy Woods; Nicole Marsaglia; Ayan Biswas; Soumya Dutta; Cyrus Harrison; Hank Childs (ISAV@SC, 2018)

Information Guided Exploration of Scalar Values and Isocontours in Ensemble Datasets. - Subhashis Hazarika; Ayan Biswas; Soumya Dutta; Han-Wei Shen (Entropy, 2018)

Objective Finite-Time Saddles and their Connection to FTLE. - Roxana Bujack; Soumya Dutta; Irene Baeza Rojo; Duan Zhang; Tobias Günther (EuroVis (Short Papers), 2019)

Leveraging Lagrangian Analysis for Discriminating Nutrient Origins. - Soumya Dutta; Riley X. Brady; Mathew E. Maltrud; Philip J. Wolfram; Roxana Bujack (EnvirVis@EuroVis, 2019)

Multivariate Pointwise Information-Driven Data Sampling and Visualization. - Soumya Dutta; Ayan Biswas; James P. Ahrens (Entropy, 2019)

CoDDA: A Flexible Copula-based Distribution Driven Analysis Framework for Large-Scale Multivariate Data. - Subhashis Hazarika; Soumya Dutta; Han-Wei Shen; Jen-Ping Chen (IEEE Trans. Vis. Comput. Graph., 2019)

A terminology for in situ visualization and analysis systems. - Hank Childs; Sean Ahern; James P. Ahrens; Andrew C. Bauer; Janine Bennett; E. Wes Bethel; Peer-Timo Bremer; Eric Brugger; Joseph Cottam; Matthieu Dorier; Soumya Dutta; Jean M. Favre; et al. (Int. J. High Perform. Comput. Appl., 2020)

In Situ Adaptive Spatio-Temporal Data Summarization. - Soumya Dutta; Humayra Tasnim; Terece L. Turton; James P. Ahrens (IEEE BigData, 2021)

In Situ Climate Modeling for Analyzing Extreme Weather Events. - Soumya Dutta; Natalie Klein; Li Tang 007; Jonathan David Wolfe; Luke Van Roekel; James Joseph Benedict; Ayan Biswas; Earl Lawrence; Nathan M. Urban (ISAV@SC, 2021)

Feature Analysis, Tracking, and Data Reduction: An Application to Multiphase Reactor Simulation MFiX-Exa for In-Situ Use Case. - Ayan Biswas; James P. Ahrens; Soumya Dutta; Jordan M. Musser; Ann S. Almgren; Terece L. Turton (Comput. Sci. Eng., 2021)

A Confidence-Guided Technique for Tracking Time-Varying Features. - Soumya Dutta; Terece L. Turton; James P. Ahrens (Comput. Sci. Eng., 2021)

Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis. - Ayan Biswas; Soumya Dutta; Earl Lawrence; John Patchett; Jon C. Calhoun; James P. Ahrens (IEEE Trans. Vis. Comput. Graph., 2021)

Multimodal Transformer with Learnable Frontend and Self Attention for Emotion Recognition. - Soumya Dutta; Sriram Ganapathy (ICASSP, 2022)

In Situ Analysis and Visualization of Extreme-Scale Particle Simulations. - Soumya Dutta; Dan Lipsa; Terece L. Turton; Berk Geveci; James P. Ahrens (ISC Workshops, 2022)

In Situ Data Summaries for Flexible Feature Analysis in Large-Scale Multiphase Flow Simulations. - Soumya Dutta; Terece L. Turton; David H. Rogers 001; Jordan M. Musser; James P. Ahrens; Ann S. Almgren (CoRR, 2022)

Information-Theoretic Exploration of Multivariate Time-Varying Image Databases. - Humayra Tasnim; Soumya Dutta; Terece L. Turton; David H. Rogers 001; Melanie E. Moses (Comput. Sci. Eng., 2022)

In situ feature analysis for large-scale multiphase flow simulations. - Soumya Dutta; Terece L. Turton; David H. Rogers 001; Jordan M. Musser; James P. Ahrens; Ann S. Almgren (J. Comput. Sci., 2022)

Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers. - Jiayi Xu 001; Soumya Dutta; Wenbin He; Joachim Moortgat; Han-Wei Shen (IEEE Trans. Vis. Comput. Graph., 2022)

Simple Fabrication Process for High-Sensitive Flexible Capacitive Force Sensor Using PDMS. - Pranav Deshpande; Prasanna Kumar Routray; Soumya Dutta; Manivannan M. 001 (SENSORS, 2023)

A Direct Piezoresistive Method to Transduce Electromechanical Motion in Self-Sensing Suspended NanoStructures. - Sudarsan Majumder; Soumya Dutta (SENSORS, 2023)

Preface IEEE LDAV 2023. - Peer-Timo Bremer; Kristi Potter; Steffen Frey; Silvio Rizzi 001; Gunther H. Weber; Soumya Dutta; Jonas Lukasczyk; Nicole Marsaglia (LDAV, 2023)

HCAM - Hierarchical Cross Attention Model for Multi-modal Emotion Recognition. - Soumya Dutta; Sriram Ganapathy (CoRR, 2023)

Dynamic Spatio-Temporal Summarization using Information Based Fusion. - Humayra Tasnim; Soumya Dutta; Melanie E. Moses (CoRR, 2023)

Zero Shot Audio To Audio Emotion Transfer With Speaker Disentanglement. - Soumya Dutta; Sriram Ganapathy (ICASSP, 2024)

IEEE LDAV 2024 Preface. - Johanna Beyer; Steffen Frey; Guido Reina; Silvio Rizzi 001; Gunther H. Weber; Soumya Dutta; Nicole Marsaglia; Peer-Timo Bremer; Kenneth Moreland; Kristi Potter; Julien Tierny; Chaoli Wang 001; et al. (LDAV, 2024)

Uncertainty-Informed Volume Visualization using Implicit Neural Representation. - Shanu Saklani; Chitwan Goel; Shrey Bansal; Zhe Wang 059; Soumya Dutta; Tushar M. Athawale; David Pugmire; Christopher R. Johnson 001 (UncertaintyVis@VIS, 2024)

LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations. - Soumya Dutta; Sriram Ganapathy (ICASSP, 2025)

The ECP ALPINE project: In situ and post hoc visualization infrastructure and analysis capabilities for exascale. - James P. Ahrens; Marco Arienti; Utkarsh Ayachit; Janine Bennett; Roba Binyahib; Ayan Biswas; Peer-Timo Bremer; Eric Brugger; Roxana Bujack; Hamish A. Carr; Jieyang Chen; Hank Childs; et al. (Int. J. High Perform. Comput. Appl., 2025)

Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data. - Atul Kumar; Siddharth Garg; Soumya Dutta (IEEE Trans. Vis. Comput. Graph., 2025)

Audio-to-Audio Emotion Conversion With Pitch And Duration Style Transfer. - Soumya Dutta; Avni Jain; Sriram Ganapathy (CoRR, 2025)

ABHINAYA - A System for Speech Emotion Recognition In Naturalistic Conditions Challenge. - Soumya Dutta; Smruthi Balaji; Varada R; Viveka Salinamakki; Sriram Ganapathy (CoRR, 2025)

Visual Analysis of Prediction Uncertainty in Neural Networks for Deep Image Synthesis. - Soumya Dutta; Faheem Nizar; Ahmad Amaan; Ayan Acharya (IEEE Trans. Vis. Comput. Graph., 2025)