Soumya Jana

81 papers B 10C 6Misc 5Journal 19Unranked 40
YearRankTypeTitle / Venue / Authors
2025 — conf
Semantic Part Segmentation of Heritage Monuments from Crowdsourced Images: Consistent Labeling using SfM-guided SAM.
NCC
Barnita Sharma, Soumya Jana
2024 — conf
Improved Segmentation of Confocal Calcium Videos of Hela Cells Using Deep-Learning-Assisted Watershed Algorithm.
EMBC
Satya Deepika Neelapala, Suman Gare, Vaibhav Dhyani, Dhruv Srikanth, Soumya Jana, Lopamudra Giri
2024 — conf
Next-Generation Teleophthalmology: AI-enabled Quality Assessment Aiding Remote Smartphone-based Consultation.
EMBC
Dhruv Srikanth, Jayang Gurung, N. Satya Deepika, Vineet Joshi, L. Giri, Pravin Vaddavalli, Soumya Jana
2024 J jnl
Next-Generation Teleophthalmology: AI-enabled Quality Assessment Aiding Remote Smartphone-based Consultation.
CoRR
Dhruv Srikanth, Jayang Gurung, N. Satya Deepika, Vineet Joshi, Pravin Vaddavalli, Soumya Jana
2024 — conf
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.
EMBC
Jagadeesh Mahadevan, Nishant Bogoria, Satya Deepika Neelapala, Dhruv Srikanth, Soumya Jana, Kishalay Mitra, Lopamudra Giri
2024 C conf
U-Net-Based HeLa Cell Segmentation with Zero Manual Labeling Using DBSCAN-Generated Annotations.
HealthCom
Satya Deepika Neelapala, Soumya Jana, Lopamudra Giri
2022 — conf
Automated Quantification of Inflamed Lung Regions in Chest CT by UNet++ and SegCaps: A Comparative Analysis in COVID-19 Cases.
EMBC
Priya Bhatia, Abhishar Sinha, Swati Purohit Joshi, Rahuldeb Sarkar, Rajesh Ghosh, Soumya Jana
2022 — conf
Automated Volumetric Examination of Muscle for Sarcopenia Assessment in CT Scan: Generalization of Psoas-based Approach.
NCC
Pranaya Yellu, Satyam Singh, Swati Purohit Joshi, Rahuldeb Sarkar, Soumya Jana
2022 J jnl
Volumetric quantification of choroid and Haller's sublayer using OCT scans: An accurate and unified approach based on stratified smoothing.
Comput. Medical Imaging Graph.
Mohammed Nasar Ibrahim, Sarforaz Bin Bashar, Mohammed Abdul Rasheed, Amrish Selvam, V. Sant, José-Alain Sahel, Jay Chhablani, Kiran Kumar Vupparaboina, Soumya Jana
2021 — conf
Efficient Screening of Diseased Eyes based on Fundus Autofluorescence Images using Support Vector Machine.
BHI
Shanmukh Reddy Manne, Kiran Kumar Vupparaboina, Gowtham Chowdary Gudapati, Ram Anudeep Peddoju, Chandra Prakash Konkimalla, Sarforaz Bin Bashar, Abhilash Goud, Jay Chhablani, Soumya Jana
2021 J jnl
Efficient Screening of Diseased Eyes based on Fundus Autofluorescence Images using Support Vector Machine.
CoRR
Shanmukh Reddy Manne, Kiran Kumar Vupparaboina, Gowtham Chowdary Gudapati, Ram Anudeep Peddoju, Chandra Prakash Konkimalla, Abhilash Goud, Sarforaz Bin Bashar, Jay Chhablani, Soumya Jana
2021 — conf
Gaussian Mixture Modeling of Single-Neuron Responses Obtained from Confocal-Calcium-Imaging of Dissociated Rat Hippocampal Neurons.
NER
Vaibhav Dhyani, Soumya Jana, Lopamudra Giri
2021 — conf
Heterogeneity in Neuronal Calcium Spike Trains based on Empirical Distance.
NER
Sathish Ande, Jayanth Reddy Regatti, Neha Pandey, Ajith Karunarathne, Lopamudra Giri, Soumya Jana
2021 — conf
Statistical Dependence between Neuronal Spike Train Pairs: Quantification based on Empirical Mutual Information Rate.
BHI
Sathish Ande, Srinivas Avasarala, Ajith Karunarathne, Lopamudra Giri, Soumya Jana
2021 — conf
Travel Time Prediction and Route Performance Analysis in BRTS based on Sparse GPS Data.
VTC Spring
Anand Kakarla, Venkata Satish Kumar Reddy Munagala, Tetsuhiro Ishizaka, Atsushi Fukuda, Soumya Jana
2020 — conf
Application of kohonen-self organizing map to cluster drug induced Ca
NCC
Abha Saxena, Vaibhav Dhyani, Soumya Jana, Lopamudra Giri
2020 C conf
On Berger-Tung Inner Bound for Sum-Rate versus Sum-Distortion Problem.
ISITA
Srinivas Avasarala, Sharang M. Sriram, Soumya Jana
2019 — conf
Accurate Cross-Section Estimation of Blood Vessels in Choroidal Haller's Layer: An Iterative Method based on 3D Tensor Voting.
EMBC
Mohammed Nasar, Kiran Kumar Vupparaboina, Abhilash Goud, Sarforaz Bin Bashar, Jay Kumar Chhablani, Soumya Jana
2019 — conf
Automatic Identification of Mixed Retinal Cells in Time-Lapse Fluorescent Microscopy Images using High-Dimensional DBSCAN.
EMBC
Divya Spoorthy, Shanmukh Reddy Manne, Vaibhav Dhyani, Sarpras Swain, Shahna Shahulhameed, Siddhartha Mishra, Inderjeet Kaur, Lopamudra Giri, Soumya Jana
2019 — conf
Cell-to-Cell Variability in Protein Expression during Viral Infection: Monte-Carlo Simulation and Validation based on Confocal Imaging.
EMBC
Abha Saxena, Vikas Upadhyay, Vaibhav Dhyani, Soumya Jana, Lopamudra Giri
2019 — conf
Classification and Quantification of Retinal Cysts in OCT B-Scans: Efficacy of Machine Learning Methods.
EMBC
R. Vamshi Teja, Shanmukh Reddy Manne, Abhilash Goud, Mohammed Abdul Rasheed, Kunal K. Dansingani, Jay Chhablani, Kiran Kumar Vupparaboina, Soumya Jana
2019 — conf
Comprehensive Air Quality Management System for Rapidly Growing Cities in Developing Countries.
GHTC
Anand Kakarla, Venkata Satish Kumar Reddy Munagala, Asif Qureshi, Thatikonda Shashidhar, Swades De, Tetsuhiro Ishizaka, Atsushi Fukuda, Soumya Jana
2019 — conf
Diagnostic Quality Assessment of Ocular Fundus Photographs: Efficacy of Structure-Preserving ScatNet Features.
EMBC
Chander Dev, Sharang M. Sriram, Shanmukh Reddy Manne, Abhilash Goud, Sarforaz Bin Bashar, Ashutosh Richhariya, Jay Chhablani, Kiran Kumar Vupparaboina, Soumya Jana
2019 — conf
Novel Hybrid Teleophthalmology: Technological Case for Oculofacial Surgery.
GHTC
Roopak R. Tamboli, Vikram Sandu, Sreenivasulu Nerasala, Ashutosh Richhariya, Kiran Kumar Vupparaboina, Soumya Jana
2019 J jnl
Robust Heartbeat Detection From Multimodal Data via CNN-Based Generalizable Information Fusion.
IEEE Trans. Biomed. Eng.
Sandeep Chandra Bollepalli, C. S. Sastry, Soumya Jana
2019 — conf
Towards Universal Cardiac Care: Telecardiology for Resource-constrained and Economically Disadvantaged Communities.
GHTC
Sandeep Chandra Bollepalli, Rahul L. R, Ramu Pittala, Soumya Jana
2018 — conf
3D Objective Quality Assessment of Light Field Video Frames.
3DTV-Conference
Roopak R. Tamboli, Péter A. Kara, Aron Cserkaszky, Attila Barsi, Maria G. Martini, Balasubramanyam Appina, Sumohana S. Channappayya, Soumya Jana
2018 B conf
A High-angular-resolution Turntable Data-set for Experiments on Light Field Visualization Quality.
QoMEX
Roopak R. Tamboli, M. Shanmukh Reddy, Péter A. Kara, Maria G. Martini, Sumohana S. Channappayya, Soumya Jana
2018 J jnl
Automated 2D-3D quantitative analysis of corneal graft detachment post DSAEK based on AS-OCT images.
Comput. Methods Programs Biomed.
Vikram Goud Dhommati, Kiran Kumar Vupparaboina, Kiran Challa, Soumya Jana, Ashutosh Richhariya, Jagadesh C. Reddy
2018 J jnl
Dictionary-based monitoring of premature ventricular contractions: An ultra-low-cost point-of-care service.
Artif. Intell. Medicine
Sandeep Chandra Bollepalli, Challa S. Sastry, Laxminarayana Anumandla, Soumya Jana
2018 B conf
Effect of Primitive Features of Content on Perceived Quality of Light Field Visualization.
QoMEX
Roopak R. Tamboli, Balasubramanyam Appina, Péter A. Kara, Maria G. Martini, Sumohana S. Channappayya, Soumya Jana
2018 — conf
Objective Quality Assessment of 2D Synthesized Views for Light-Field Visualization.
IC3D
Roopak R. Tamboli, Péter A. Kara, Nikita Bisht, Attila Barsi, Maria G. Martini, Soumya Jana
2018 J jnl
Robust Heartbeat Detection from Multimodal Data via CNN-based Generalizable Information Fusion.
CoRR
Sandeep Chandra Bollepalli, C. S. Sastry, Soumya Jana
2018 — conf
Towards True-To-Scale 3D Reconstruction of the Human Face Using Structured Light Projection and Off-The-Shelf Cameras.
IC3D
Kiran Kumar Vupparaboina, Roopak R. Tamboli, Shanmukh Manne, Péter A. Kara, Maria G. Martini, Attila Barsi, Ashutosh Richhariya, Soumya Jana
2017 — conf
Achieving high angular resolution via view synthesis: Quality assessment of 3D content on super multiview lightfield display.
IC3D
Roopak R. Tamboli, Balasubramanyam Appina, Sumohana S. Channappayya, Soumya Jana
2017 — conf
Atrial Fibrillation Detection Using Convolutional Neural Networks.
CinC
Sandeep Chandra Bollepalli, C. S. Sastry, Soumya Jana, Shivnarayan Patidar
2017 J jnl
Dictionary-based Monitoring of Premature Ventricular Contractions: An Ultra-Low-Cost Point-of-Care Service.
CoRR
Sandeep Chandra Bollepalli, Challa S. Sastry, Laxminarayana Anumandla, Soumya Jana
2017 — conf
Segmenting and Labeling blood vessels in choroidal Haller's layer: A multiple target tracking approach.
BHI
Mohammed Nasar Ibrahim, Shivam Agarwal, Kiran Kumar Vupparaboina, Jay Chhablani, Ashutosh Richhariya, Soumya Jana
2017 C conf
Source localization via aermod-based simulation under mean squared error criterion: Demonstration using field data.
IGARSS
Anand Kakarla, Asif Qureshi, Thatikonda Shashidhar, Swades De, Shiv Govind Singh, Soumya Jana
2017 — conf
Spatially resolved calcium spiking in hippocampal neurons: Estimation via confocal imaging and model-based simulation.
NER
Sarpras Swain, Sathish Ande, Ravutla Suryateja, Soumya Jana, Lopamudra Giri
2016 — conf
Classification Methodology of CVD with Localized Features Analysis Using Phase Space Reconstruction Targeting Personalized Remote Health Monitoring.
CinC
Naresh Vemishetty, Amit Acharyya, Saptarshi Das, Shivteja Ayyagari, Soumya Jana, Koushik Maharatna, Paolo Emilio Puddu
2016 — conf
Integrated quantification based on confocal imaging: Cell crowding modulates heterogeneity in GPCR-mediated calcium oscillation.
EMBC
Jophin G. Joseph, Sailaja Nanda, Sheetal Vennamalla, Govardhan Bhure, Ranjana Singh, Soumya Jana, Lopamudra Giri
2016 J jnl
Semi-automated quantification of retinal IS/OS damage in en-face OCT image.
Comput. Biol. Medicine
Vineet Sunil Gattani, Kiran Kumar Vupparaboina, Ameya Patil, Jay Chhablani, Ashutosh Richhariya, Soumya Jana
2016 — conf
Subject-Specific Detection of Ventricular Tachycardia Using Convolutional Neural Networks.
CinC
Sandeep Chandra Bollepalli, C. S. Sastry, Soumya Jana
2016 J jnl
Super-multiview content with high angular resolution: 3D quality assessment on horizontal-parallax lightfield display.
Signal Process. Image Commun.
Roopak R. Tamboli, Balasubramanyam Appina, Sumohana S. Channappayya, Soumya Jana
2016 — conf
Telecardiology under Resource Constraint: Low-complexity Compact Representation of ECG.
CinC
Roopak R. Tamboli, Soumya Jana
2015 J jnl
Automated estimation of choroidal thickness distribution and volume based on OCT images of posterior visual section.
Comput. Medical Imaging Graph.
Kiran Kumar Vupparaboina, Srinath Nizampatnam, Jay Chhablani, Ashutosh Richhariya, Soumya Jana
2015 J jnl
Euclidean Auto Calibration of Camera Networks: Baseline Constraint Removes Scale Ambiguity.
CoRR
Kiran Kumar Vupparaboina, Kamala Raghavan, Soumya Jana
2015 — conf
Laser-based detection and depth estimation of dry and water-filled potholes: A geometric approach.
NCC
Kiran Kumar Vupparaboina, Roopak R. Tamboli, P. M. Shenu, Soumya Jana
2015 — conf
Rate-distortion function for finite block codes: analysis of symmetric binary hamming problem.
NCC
Srinivas Avasarala, Soumya Jana, Prabhakar Akella
2015 J jnl
Reliable resource-constrained telecardiology via compressive detection of anomalous ECG signals.
Comput. Biol. Medicine
Sandeep Chandra Bollepalli, Challa S. Sastry, Soumya Jana
2015 — conf
Segmentation of neuron and measurement of optically programed neurite growth: Fast automation via Bayesian thresholding.
NER
Puneeth Reddy, Saurabh Shukla, Ajith Karunarathne, Soumya Jana, Lopamudra Giri
2015 J jnl
Smart RF energy harvesting communications: challenges and opportunities.
IEEE Commun. Mag.
Deepak Mishra, Swades De, Soumya Jana, Stefano Basagni, Kaushik R. Chowdhury, Wendi B. Heinzelman
2014 — conf
A subjective evaluation of true 3D images.
IC3D
Roopak R. Tamboli, Kiran Kumar Vupparaboina, Jayanth Ready, Soumya Jana, Sumohana S. Channappayya
2014 — conf
Automated detection of choroid boundary and vessels in optical coherence tomography images.
EMBC
Srinath Nizampatnam, Ameya Patil, Kiran Kumar Vupparaboina, Soumya Jana, Jay Chhablani, Ashutosh Richhariya
2014 B conf
Experimental study of concurrent data and wireless energy transfer for sensor networks.
GLOBECOM
M. Yousof Naderi, Kaushik R. Chowdhury, Stefano Basagni, Wendi B. Heinzelman, Swades De, Soumya Jana
2014 B conf
Implementation of multi-path energy routing.
PIMRC
Deepak Mishra, K. Kaushik, Swades De, Stefano Basagni, Kaushik R. Chowdhury, Soumya Jana, Wendi B. Heinzelman
2014 C conf
Reliable low-cost telecardiology: High-sensitivity detection of ventricular beats using dictionaries.
Healthcom
Sandeep Chandra Bollepalli, C. S. Sastry, Soumya Jana
2014 — conf
Surviving wireless energy interference in RF-harvesting sensor networks: An empirical study.
SECON Workshops
M. Yousof Naderi, Kaushik R. Chowdhury, Stefano Basagni, Wendi B. Heinzelman, Swades De, Soumya Jana
2013 — conf
3D visualization and mapping of choroid thickness based on optical coherence tomography: A step-by-step geometric approach.
IC3D
Kiran Kumar Vupparaboina, T. Ritesh Chandra, Soumya Jana, Ashutosh Richhariya, Jay Chhablani
2013 — conf
Assessment of health risk due to PM10 using fuzzy linear membership kriging with particle swarm optimization.
EnviroInfo
Jeetendra Bahadur Singh, Vijay Sena Reddy, Soumya Jana, Swades De
2013 B conf
Experimental demonstration of multi-hop RF energy transfer.
PIMRC
K. Kaushik, Deepak Mishra, Swades De, Stefano Basagni, Wendi B. Heinzelman, Kaushik R. Chowdhury, Soumya Jana
2013 — conf
On the Sparsest Representation of Electrocardiograms.
CinC
Roopak R. Tamboli, Manas A. Savkoor, Soumya Jana, Ramachandra Manthalkar
2013 C conf
Telecardiology: Hurst exponent based anomaly detection in compressively sampled ECG signals.
Healthcom
Sandeep Chandra Bollepalli, Challa S. Sastry, Soumya Jana
2010 C conf
Körner-Marton theorem for binary modulo-two sum problem from canonical equations.
ISITA
Richard E. Blahut, Soumya Jana
2010 Misc conf
Vanishing criteria in multiterminal source coding.
CISS
Soumya Jana, Richard E. Blahut
2009 Misc conf
Alphabet sizes of auxiliary random variables in canonical inner bounds.
CISS
Soumya Jana
2009 Misc conf
Asymptotic performance loss in bayesian hypothesis testing under data quantization.
CISS
Soumya Jana
2008 J jnl
Alphabet Sizes of Auxiliary Variables in Canonical Inner Bounds
CoRR
Soumya Jana
2008 B conf
Canonical description for multiterminal source coding.
ISIT
Soumya Jana, Richard E. Blahut
2008 B conf
On approximating the rate regions for lossy source coding with coded and uncoded side information.
ISIT
Wei-Hsin Gu, Soumya Jana, Michelle Effros
2008 Misc conf
Partial side information problem: Equivalence of two inner bounds.
CISS
Soumya Jana, Richard E. Blahut
2006 B conf
Insight into Source/Channel Duality and More based on an Intuitive Covering/Packing Lemma.
ISIT
Soumya Jana, Richard E. Blahut
2006 J jnl
Optimality of KLT for High-Rate Transform Coding of Gaussian Vector-Scale Mixtures: Application to Reconstruction, Estimation, and Classification.
IEEE Trans. Inf. Theory
Soumya Jana, Pierre Moulin
2005 — —
Unified Structural View of Multiterminal Source Coding
Soumya Jana
2005 J jnl
Unified Theory of Source Coding: Part I -- Two Terminal Problems
CoRR
Soumya Jana
2005 J jnl
Unified Theory of Source Coding: Part II -- Multiterminal Problems
CoRR
Soumya Jana
2003 J jnl
Distortion discriminant analysis for audio fingerprinting.
IEEE Trans. Speech Audio Process.
Christopher J. C. Burges, John C. Platt, Soumya Jana
2003 B conf
Optimal Transform Coding of Gaussian Mixtures for Joint Classification/Reconstruction.
DCC
Soumya Jana, Pierre Moulin
2002 Misc conf
Extracting noise-robust features from audio data.
ICASSP
Christopher J. C. Burges, John C. Platt, Soumya Jana
2000 B conf
Optimal Design of Transform Coders and Quantizers for Image Classification.
ICIP
Soumya Jana, Pierre Moulin