Optimal Design of Transform Coders and Quantizers for Image Classification. - Soumya Jana; Pierre Moulin (ICIP, 2000)

Extracting noise-robust features from audio data. - Christopher J. C. Burges; John C. Platt; Soumya Jana (ICASSP, 2002)

Optimal Transform Coding of Gaussian Mixtures for Joint Classification/Reconstruction. - Soumya Jana; Pierre Moulin (DCC, 2003)

Distortion discriminant analysis for audio fingerprinting. - Christopher J. C. Burges; John C. Platt; Soumya Jana (IEEE Trans. Speech Audio Process., 2003)

Unified Theory of Source Coding: Part I – Two Terminal Problems - Soumya Jana (CoRR, 2005)

Unified Theory of Source Coding: Part II – Multiterminal Problems - Soumya Jana (CoRR, 2005)

Unified Structural View of Multiterminal Source Coding - Soumya Jana (2005)

Insight into Source/Channel Duality and More based on an Intuitive Covering/Packing Lemma. - Soumya Jana; Richard E. Blahut (ISIT, 2006)

Optimality of KLT for High-Rate Transform Coding of Gaussian Vector-Scale Mixtures: Application to Reconstruction, Estimation, and Classification. - Soumya Jana; Pierre Moulin (IEEE Trans. Inf. Theory, 2006)

Partial side information problem: Equivalence of two inner bounds. - Soumya Jana; Richard E. Blahut (CISS, 2008)

On approximating the rate regions for lossy source coding with coded and uncoded side information. - Wei-Hsin Gu; Soumya Jana; Michelle Effros (ISIT, 2008)

Canonical description for multiterminal source coding. - Soumya Jana; Richard E. Blahut (ISIT, 2008)

Alphabet Sizes of Auxiliary Variables in Canonical Inner Bounds - Soumya Jana (CoRR, 2008)

Alphabet sizes of auxiliary random variables in canonical inner bounds. - Soumya Jana (CISS, 2009)

Asymptotic performance loss in bayesian hypothesis testing under data quantization. - Soumya Jana (CISS, 2009)

Vanishing criteria in multiterminal source coding. - Soumya Jana; Richard E. Blahut (CISS, 2010)

Körner-Marton theorem for binary modulo-two sum problem from canonical equations. - Richard E. Blahut; Soumya Jana (ISITA, 2010)

On the Sparsest Representation of Electrocardiograms. - Roopak R. Tamboli; Manas A. Savkoor; Soumya Jana; Ramachandra Manthalkar (CinC, 2013)

Assessment of health risk due to PM10 using fuzzy linear membership kriging with particle swarm optimization. - Jeetendra Bahadur Singh; Vijay Sena Reddy; Soumya Jana; Swades De (EnviroInfo, 2013)

Telecardiology: Hurst exponent based anomaly detection in compressively sampled ECG signals. - Bollepalli S. Chandra; Challa S. Sastry; Soumya Jana (Healthcom, 2013)

3D visualization and mapping of choroid thickness based on optical coherence tomography: A step-by-step geometric approach. - Kiran Kumar Vupparaboina; T. Ritesh Chandra; Soumya Jana; Ashutosh Richhariya; Jay Chhablani (IC3D, 2013)

Experimental demonstration of multi-hop RF energy transfer. - K. Kaushik; Deepak Mishra 001; Swades De; Stefano Basagni; Wendi B. Heinzelman; Kaushik R. Chowdhury; Soumya Jana (PIMRC, 2013)

Automated detection of choroid boundary and vessels in optical coherence tomography images. - Srinath Nizampatnam; Ameya D. Patil; Kiran Kumar Vupparaboina; Soumya Jana; Jay Chhablani; Ashutosh Richhariya (EMBC, 2014)

Experimental study of concurrent data and wireless energy transfer for sensor networks. - M. Yousof Naderi; Kaushik R. Chowdhury; Stefano Basagni; Wendi B. Heinzelman; Swades De; Soumya Jana (GLOBECOM, 2014)

Reliable low-cost telecardiology: High-sensitivity detection of ventricular beats using dictionaries. - Bollepalli S. Chandra; Challa S. Sastry; Soumya Jana (Healthcom, 2014)

A subjective evaluation of true 3D images. - Roopak R. Tamboli; Kiran Kumar Vupparaboina; Jayanth Ready; Soumya Jana; Sumohana S. Channappayya (IC3D, 2014)

Implementation of multi-path energy routing. - Deepak Mishra 001; K. Kaushik; Swades De; Stefano Basagni; Kaushik R. Chowdhury; Soumya Jana; Wendi B. Heinzelman (PIMRC, 2014)

Surviving wireless energy interference in RF-harvesting sensor networks: An empirical study. - M. Yousof Naderi; Kaushik R. Chowdhury; Stefano Basagni; Wendi B. Heinzelman; Swades De; Soumya Jana (SECON Workshops, 2014)

Rate-distortion function for finite block codes: analysis of symmetric binary hamming problem. - Srinivas Avasarala; Soumya Jana; Prabhakar Akella (NCC, 2015)

Laser-based detection and depth estimation of dry and water-filled potholes: A geometric approach. - Kiran Kumar Vupparaboina; Roopak R. Tamboli; P. M. Shenu; Soumya Jana (NCC, 2015)

Segmentation of neuron and measurement of optically programed neurite growth: Fast automation via Bayesian thresholding. - Puneeth Reddy; Saurabh Shukla; Ajith Karunarathne; Soumya Jana; Lopamudra Giri (NER, 2015)

Reliable resource-constrained telecardiology via compressive detection of anomalous ECG signals. - Bollepalli S. Chandra; Challa S. Sastry; Soumya Jana (Comput. Biol. Medicine, 2015)

Smart RF energy harvesting communications: challenges and opportunities. - Deepak Mishra 001; Swades De; Soumya Jana; Stefano Basagni; Kaushik R. Chowdhury; Wendi B. Heinzelman (IEEE Commun. Mag., 2015)

Automated estimation of choroidal thickness distribution and volume based on OCT images of posterior visual section. - Kiran Kumar Vupparaboina; Srinath Nizampatnam; Jay Chhablani; Ashutosh Richhariya; Soumya Jana (Comput. Medical Imaging Graph., 2015)

Euclidean Auto Calibration of Camera Networks: Baseline Constraint Removes Scale Ambiguity. - Kiran Kumar Vupparaboina; Kamala Raghavan; Soumya Jana (CoRR, 2015)

Subject-Specific Detection of Ventricular Tachycardia Using Convolutional Neural Networks. - Sandeep Chandra Bollepalli; Challa S. Sastry; Soumya Jana (CinC, 2016)

Telecardiology under Resource Constraint: Low-complexity Compact Representation of ECG. - Roopak R. Tamboli; Soumya Jana (CinC, 2016)

Classification Methodology of CVD with Localized Features Analysis Using Phase Space Reconstruction Targeting Personalized Remote Health Monitoring. - Naresh Vemishetty; Amit Acharyya; Saptarshi Das; Shivteja Ayyagari; Soumya Jana; Koushik Maharatna; Paolo Emilio Puddu (CinC, 2016)

Integrated quantification based on confocal imaging: Cell crowding modulates heterogeneity in GPCR-mediated calcium oscillation. - Jophin G. Joseph; Sailaja Nanda; Sheetal Vennamalla; Govardhan Bhure; Ranjana Singh; Soumya Jana; Lopamudra Giri (EMBC, 2016)

Semi-automated quantification of retinal IS/OS damage in en-face OCT image. - Vineet Sunil Gattani; Kiran Kumar Vupparaboina; Ameya Patil; Jay Chhablani; Ashutosh Richhariya; Soumya Jana (Comput. Biol. Medicine, 2016)

Super-multiview content with high angular resolution: 3D quality assessment on horizontal-parallax lightfield display. - Roopak R. Tamboli; Balasubramanyam Appina; Sumohana S. Channappayya; Soumya Jana (Signal Process. Image Commun., 2016)

Segmenting and Labeling blood vessels in choroidal Haller's layer: A multiple target tracking approach. - Mohammed Nasar Ibrahim; Shivam Agarwal; Kiran Kumar Vupparaboina; Jay Chhablani; Ashutosh Richhariya; Soumya Jana (BHI, 2017)

Atrial Fibrillation Detection Using Convolutional Neural Networks. - Sandeep Chandra Bollepalli; Challa S. Sastry; Soumya Jana; Shivnarayan Patidar (CinC, 2017)

Achieving high angular resolution via view synthesis: Quality assessment of 3D content on super multiview lightfield display. - Roopak R. Tamboli; Balasubramanyam Appina; Sumohana S. Channappayya; Soumya Jana (IC3D, 2017)

Source localization via aermod-based simulation under mean squared error criterion: Demonstration using field data. - Anand Kakarla; Asif Qureshi; Thatikonda Shashidhar; Swades De; Shiv Govind Singh; Soumya Jana (IGARSS, 2017)

Spatially resolved calcium spiking in hippocampal neurons: Estimation via confocal imaging and model-based simulation. - Sarpras Swain; Sathish Ande; Ravutla Suryateja; Soumya Jana; Lopamudra Giri (NER, 2017)

3D Objective Quality Assessment of Light Field Video Frames. - Roopak R. Tamboli; Péter A. Kara; Aron Cserkaszky; Attila Barsi; Maria G. Martini; Balasubramanyam Appina; Sumohana S. Channappayya; Soumya Jana (3DTV-Conference, 2018)

Objective Quality Assessment of 2D Synthesized Views for Light-Field Visualization. - Roopak R. Tamboli; Péter A. Kara; Nikita Bisht; Attila Barsi; Maria G. Martini; Soumya Jana (IC3D, 2018)

Towards True-To-Scale 3D Reconstruction of the Human Face Using Structured Light Projection and Off-The-Shelf Cameras. - Kiran Kumar Vupparaboina; Roopak R. Tamboli; Shanmukh Manne; Péter A. Kara; Maria G. Martini; Attila Barsi; Ashutosh Richhariya; Soumya Jana (IC3D, 2018)

Effect of Primitive Features of Content on Perceived Quality of Light Field Visualization. - Roopak R. Tamboli; Balasubramanyam Appina; Péter A. Kara; Maria G. Martini; Sumohana S. Channappayya; Soumya Jana (QoMEX, 2018)

A High-angular-resolution Turntable Data-set for Experiments on Light Field Visualization Quality. - Roopak R. Tamboli; M. Shanmukh Reddy; Péter A. Kara; Maria G. Martini; Sumohana S. Channappayya; Soumya Jana (QoMEX, 2018)

Dictionary-based monitoring of premature ventricular contractions: An ultra-low-cost point-of-care service. - Bollepalli S. Chandra; Challa S. Sastry; Laxminarayana Anumandla; Soumya Jana (Artif. Intell. Medicine, 2018)

Automated 2D-3D quantitative analysis of corneal graft detachment post DSAEK based on AS-OCT images. - Vikram Goud Dhommati; Kiran Kumar Vupparaboina; Kiran Challa; Soumya Jana; Ashutosh Richhariya; Jagadesh C. Reddy (Comput. Methods Programs Biomed., 2018)

Diagnostic Quality Assessment of Ocular Fundus Photographs: Efficacy of Structure-Preserving ScatNet Features. - Chander Dev; Sharang M. Sriram; Shanmukh Reddy Manne; Abhilash Goud; Sarforaz Bin Bashar; Ashutosh Richhariya; Jay Chhablani; Kiran Kumar Vupparaboina; Soumya Jana (EMBC, 2019)

Accurate Cross-Section Estimation of Blood Vessels in Choroidal Haller's Layer: An Iterative Method based on 3D Tensor Voting. - Mohammed Nasar; Kiran Kumar Vupparaboina; Abhilash Goud; Sarforaz Bin Bashar; Jay Kumar Chhablani; Soumya Jana (EMBC, 2019)

Cell-to-Cell Variability in Protein Expression during Viral Infection: Monte-Carlo Simulation and Validation based on Confocal Imaging. - Abha Saxena; Vikas Upadhyay; Vaibhav Dhyani; Soumya Jana; Lopamudra Giri (EMBC, 2019)

Automatic Identification of Mixed Retinal Cells in Time-Lapse Fluorescent Microscopy Images using High-Dimensional DBSCAN. - Divya Spoorthy; Shanmukh Reddy Manne; Vaibhav Dhyani; Sarpras Swain; Shahna Shahulhameed; Siddhartha Mishra; Inderjeet Kaur; Lopamudra Giri; Soumya Jana (EMBC, 2019)

Classification and Quantification of Retinal Cysts in OCT B-Scans: Efficacy of Machine Learning Methods. - R. Vamshi Teja; Shanmukh Reddy Manne; Abhilash Goud; Mohammed Abdul Rasheed; Kunal K. Dansingani; Jay Chhablani; Kiran Kumar Vupparaboina; Soumya Jana (EMBC, 2019)

Towards Universal Cardiac Care: Telecardiology for Resource-constrained and Economically Disadvantaged Communities. - Bollepalli S. Chandra; Rahul L. R; Ramu Pittala; Soumya Jana (GHTC, 2019)

Comprehensive Air Quality Management System for Rapidly Growing Cities in Developing Countries. - Anand Kakarla; Venkata Satish Kumar Reddy Munagala; Asif Qureshi; Thatikonda Shashidhar; Swades De; Tetsuhiro Ishizaka; Atsushi Fukuda; Soumya Jana (GHTC, 2019)

Novel Hybrid Teleophthalmology: Technological Case for Oculofacial Surgery. - Roopak R. Tamboli; Vikram Sandu; Sreenivasulu Nerasala; Ashutosh Richhariya; Kiran Kumar Vupparaboina; Soumya Jana (GHTC, 2019)

Robust Heartbeat Detection From Multimodal Data via CNN-Based Generalizable Information Fusion. - Bollepalli S. Chandra; Challa S. Sastry; Soumya Jana (IEEE Trans. Biomed. Eng., 2019)

On Berger-Tung Inner Bound for Sum-Rate versus Sum-Distortion Problem. - Srinivas Avasarala; Sharang M. Sriram; Soumya Jana (ISITA, 2020)

Application of kohonen-self organizing map to cluster drug induced Ca2+ response in hippocampal neurons at different drug dose. - Abha Saxena; Vaibhav Dhyani; Soumya Jana; Lopamudra Giri (NCC, 2020)

Statistical Dependence between Neuronal Spike Train Pairs: Quantification based on Empirical Mutual Information Rate. - Sathish Ande; Srinivas Avasarala; Ajith Karunarathne; Lopamudra Giri; Soumya Jana (BHI, 2021)

Efficient Screening of Diseased Eyes based on Fundus Autofluorescence Images using Support Vector Machine. - Shanmukh Reddy Manne; Kiran Kumar Vupparaboina; Gowtham Chowdary Gudapati; Ram Anudeep Peddoju; Chandra Prakash Konkimalla; Sarforaz Bin Bashar; Abhilash Goud; Jay Chhablani; Soumya Jana (BHI, 2021)

Heterogeneity in Neuronal Calcium Spike Trains based on Empirical Distance. - Sathish Ande; Jayanth Reddy Regatti; Neha Pandey; Ajith Karunarathne; Lopamudra Giri; Soumya Jana (NER, 2021)

Gaussian Mixture Modeling of Single-Neuron Responses Obtained from Confocal-Calcium-Imaging of Dissociated Rat Hippocampal Neurons. - Vaibhav Dhyani; Soumya Jana; Lopamudra Giri (NER, 2021)

Travel Time Prediction and Route Performance Analysis in BRTS based on Sparse GPS Data. - Anand Kakarla; Venkata Satish Kumar Reddy Munagala; Tetsuhiro Ishizaka; Atsushi Fukuda; Soumya Jana (VTC Spring, 2021)

Automated Quantification of Inflamed Lung Regions in Chest CT by UNet++ and SegCaps: A Comparative Analysis in COVID-19 Cases. - Priya Bhatia; Abhishar Sinha; Swati Purohit Joshi; Rahuldeb Sarkar; Rajesh Ghosh; Soumya Jana (EMBC, 2022)

Automated Volumetric Examination of Muscle for Sarcopenia Assessment in CT Scan: Generalization of Psoas-based Approach. - Pranaya Yellu; Satyam Singh 002; Swati Purohit Joshi; Rahuldeb Sarkar; Soumya Jana (NCC, 2022)

Volumetric quantification of choroid and Haller's sublayer using OCT scans: An accurate and unified approach based on stratified smoothing. - Mohammed Nasar Ibrahim; Sarforaz Bin Bashar; Mohammed Abdul Rasheed; Amrish Selvam; V. Sant; José-Alain Sahel; Jay Chhablani; Kiran Kumar Vupparaboina; Soumya Jana (Comput. Medical Imaging Graph., 2022)

Towards Fluorescent-Tag-Less Viral Titration: Automated Estimation of Cell-Size Distribution and Infection Level from Phase-Contrast Microscopy Using Deep Learning and Transfer Learning. - Jagadeesh Mahadevan; Nishant Bogoria; Satya Deepika Neelapala; Dhruv Srikanth; Soumya Jana; Kishalay Mitra; Lopamudra Giri (EMBC, 2024)

Improved Segmentation of Confocal Calcium Videos of Hela Cells Using Deep-Learning-Assisted Watershed Algorithm. - Satya Deepika Neelapala; Suman Gare; Vaibhav Dhyani; Dhruv Srikanth; Soumya Jana; Lopamudra Giri (EMBC, 2024)

Next-Generation Teleophthalmology: AI-enabled Quality Assessment Aiding Remote Smartphone-based Consultation. - Dhruv Srikanth; Jayang Gurung; N. Satya Deepika; Vineet Joshi; L. Giri; Pravin Vaddavalli; Soumya Jana (EMBC, 2024)

U-Net-Based HeLa Cell Segmentation with Zero Manual Labeling Using DBSCAN-Generated Annotations. - Satya Deepika Neelapala; Soumya Jana; Lopamudra Giri (HealthCom, 2024)

Next-Generation Teleophthalmology: AI-enabled Quality Assessment Aiding Remote Smartphone-based Consultation. - Dhruv Srikanth; Jayang Gurung; N. Satya Deepika; Vineet Joshi; Pravin Vaddavalli; Soumya Jana (CoRR, 2024)

Semantic Part Segmentation of Heritage Monuments from Crowdsourced Images: Consistent Labeling using SfM-guided SAM. - Barnita Sharma; Soumya Jana (NCC, 2025)