Soumya Jana

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 41

Top Topics

Angular Resolution

Quality Assessment

Top Venues

Publications

Dhruv Srikanth, Jayang Gurung, N. Satya Deepika, Vineet Joshi, Pravin Vaddavalli, Soumya Jana
Next-Generation Teleophthalmology: AI-enabled Quality Assessment Aiding Remote Smartphone-based Consultation. CoRR (2024)
Mohammed Nasar Ibrahim, Sarforaz Bin Bashar, Mohammed Abdul Rasheed, Amrish Selvam, V. Sant, José-Alain Sahel, Jay Chhablani, Kiran Kumar Vupparaboina, Soumya Jana
Volumetric quantification of choroid and Haller's sublayer using OCT scans: An accurate and unified approach based on stratified smoothing. Comput. Medical Imaging Graph. 99 (2022)
Pranaya Yellu, Satyam Singh, Swati Purohit Joshi, Rahuldeb Sarkar, Soumya Jana
Automated Volumetric Examination of Muscle for Sarcopenia Assessment in CT Scan: Generalization of Psoas-based Approach. NCC (2022)
Priya Bhatia, Abhishar Sinha, Swati Purohit Joshi, Rahuldeb Sarkar, Rajesh Ghosh, Soumya Jana
Automated Quantification of Inflamed Lung Regions in Chest CT by UNet++ and SegCaps: A Comparative Analysis in COVID-19 Cases. EMBC (2022)
Shanmukh Reddy Manne, Kiran Kumar Vupparaboina, Gowtham Chowdary Gudapati, Ram Anudeep Peddoju, Chandra Prakash Konkimalla, Abhilash Goud, Sarforaz Bin Bashar, Jay Chhablani, Soumya Jana
Efficient Screening of Diseased Eyes based on Fundus Autofluorescence Images using Support Vector Machine. CoRR (2021)
Shanmukh Reddy Manne, Kiran Kumar Vupparaboina, Gowtham Chowdary Gudapati, Ram Anudeep Peddoju, Chandra Prakash Konkimalla, Sarforaz Bin Bashar, Abhilash Goud, Jay Chhablani, Soumya Jana
Efficient Screening of Diseased Eyes based on Fundus Autofluorescence Images using Support Vector Machine. BHI (2021)
Sathish Ande, Srinivas Avasarala, Ajith Karunarathne, Lopamudra Giri, Soumya Jana
Statistical Dependence between Neuronal Spike Train Pairs: Quantification based on Empirical Mutual Information Rate. BHI (2021)
Anand Kakarla, Venkata Satish Kumar Reddy Munagala, Tetsuhiro Ishizaka, Atsushi Fukuda, Soumya Jana
Travel Time Prediction and Route Performance Analysis in BRTS based on Sparse GPS Data. VTC Spring (2021)
Sathish Ande, Jayanth R. Regatti, Neha Pandey, Ajith Karunarathne, Lopamudra Giri, Soumya Jana
Heterogeneity in Neuronal Calcium Spike Trains based on Empirical Distance. NER (2021)
Vaibhav Dhyani, Soumya Jana, Lopamudra Giri
Gaussian Mixture Modeling of Single-Neuron Responses Obtained from Confocal-Calcium-Imaging of Dissociated Rat Hippocampal Neurons. NER (2021)
Abha Saxena, Vaibhav Dhyani, Soumya Jana, Lopamudra Giri
+ response in hippocampal neurons at different drug dose. NCC (2020)
Srinivas Avasarala, Sharang M. Sriram, Soumya Jana
On Berger-Tung Inner Bound for Sum-Rate versus Sum-Distortion Problem. ISITA (2020)
Bollepalli S. Chandra, Rahul L. R, Ramu Pittala, Soumya Jana
Towards Universal Cardiac Care: Telecardiology for Resource-constrained and Economically Disadvantaged Communities. GHTC (2019)
R. Vamshi Teja, Shanmukh Reddy Manne, Abhilash Goud, Mohammed Abdul Rasheed, Kunal K. Dansingani, Jay Chhablani, Kiran Kumar Vupparaboina, Soumya Jana
Classification and Quantification of Retinal Cysts in OCT B-Scans: Efficacy of Machine Learning Methods. EMBC (2019)
Bollepalli S. Chandra, Challa S. Sastry, Soumya Jana
Robust Heartbeat Detection From Multimodal Data via CNN-Based Generalizable Information Fusion. IEEE Trans. Biomed. Eng. 66 (3) (2019)
Chander Dev, Sharang M. Sriram, Shanmukh Reddy Manne, Abhilash Goud, Sarforaz Bin Bashar, Ashutosh Richhariya, Jay Chhablani, Kiran Kumar Vupparaboina, Soumya Jana
Diagnostic Quality Assessment of Ocular Fundus Photographs: Efficacy of Structure-Preserving ScatNet Features. EMBC (2019)
Anand Kakarla, Venkata Satish Kumar Reddy Munagala, Asif Qureshi, Thatikonda Shashidhar, Swades De, Tetsuhiro Ishizaka, Atsushi Fukuda, Soumya Jana
Comprehensive Air Quality Management System for Rapidly Growing Cities in Developing Countries. GHTC (2019)
Abha Saxena, Vikas Upadhyay, Vaibhav Dhyani, Soumya Jana, Lopamudra Giri
Cell-to-Cell Variability in Protein Expression during Viral Infection: Monte-Carlo Simulation and Validation based on Confocal Imaging. EMBC (2019)
Roopak R. Tamboli, Vikram Sandu, Sreenivasulu Nerasala, Ashutosh Richhariya, Kiran Kumar Vupparaboina, Soumya Jana
Novel Hybrid Teleophthalmology: Technological Case for Oculofacial Surgery. GHTC (2019)
Divya Spoorthy, Shanmukh Reddy Manne, Vaibhav Dhyani, Sarpras Swain, Shahna Shahulhameed, Siddhartha Mishra, Inderjeet Kaur, Lopamudra Giri, Soumya Jana
Automatic Identification of Mixed Retinal Cells in Time-Lapse Fluorescent Microscopy Images using High-Dimensional DBSCAN. EMBC (2019)
Mohammed Nasar, Kiran Kumar Vupparaboina, Abhilash Goud, Sarforaz Bin Bashar, Jay Kumar Chhablani, Soumya Jana
Accurate Cross-Section Estimation of Blood Vessels in Choroidal Haller's Layer: An Iterative Method based on 3D Tensor Voting. EMBC (2019)
Roopak R. Tamboli, Balasubramanyam Appina, Péter A. Kara, Maria G. Martini, Sumohana S. Channappayya, Soumya Jana
Effect of Primitive Features of Content on Perceived Quality of Light Field Visualization. QoMEX (2018)
Roopak R. Tamboli, Péter A. Kara, Nikita Bisht, Attila Barsi, Maria G. Martini, Soumya Jana
Objective Quality Assessment of 2D Synthesized Views for Light-Field Visualization. IC3D (2018)
Kiran Kumar Vupparaboina, Roopak R. Tamboli, Shanmukh Manne, Péter A. Kara, Maria G. Martini, Attila Barsi, Ashutosh Richhariya, Soumya Jana
Towards True-To-Scale 3D Reconstruction of the Human Face Using Structured Light Projection and Off-The-Shelf Cameras. IC3D (2018)
Roopak R. Tamboli, M. Shanmukh Reddy, Péter A. Kara, Maria G. Martini, Sumohana S. Channappayya, Soumya Jana
A High-angular-resolution Turntable Data-set for Experiments on Light Field Visualization Quality. QoMEX (2018)
Bollepalli S. Chandra, Challa S. Sastry, Soumya Jana
Robust Heartbeat Detection from Multimodal Data via CNN-based Generalizable Information Fusion. CoRR (2018)
Roopak R. Tamboli, Péter A. Kara, Aron Cserkaszky, Attila Barsi, Maria G. Martini, Balasubramanyam Appina, Sumohana S. Channappayya, Soumya Jana
3D Objective Quality Assessment of Light Field Video Frames. 3DTV-Conference (2018)
Bollepalli S. Chandra, Challa S. Sastry, Laxminarayana Anumandla, Soumya Jana
Dictionary-based monitoring of premature ventricular contractions: An ultra-low-cost point-of-care service. Artif. Intell. Medicine 87 (2018)
Vikram Goud Dhommati, Kiran Kumar Vupparaboina, Kiran Challa, Soumya Jana, Ashutosh Richhariya, Jagadesh C. Reddy
Automated 2D-3D quantitative analysis of corneal graft detachment post DSAEK based on AS-OCT images. Comput. Methods Programs Biomed. 167 (2018)
Sandeep Chandra Bollepalli, Challa S. Sastry, Soumya Jana, Shivnarayan Patidar
Atrial Fibrillation Detection Using Convolutional Neural Networks. CinC (2017)
Bollepalli S. Chandra, Challa S. Sastry, Laxminarayana Anumandla, Soumya Jana
Dictionary-based Monitoring of Premature Ventricular Contractions: An Ultra-Low-Cost Point-of-Care Service. CoRR (2017)
Anand Kakarla, Asif Qureshi, Thatikonda Shashidhar, Swades De, Shiv Govind Singh, Soumya Jana
Source localization via aermod-based simulation under mean squared error criterion: Demonstration using field data. IGARSS (2017)
Sarpras Swain, Sathish Ande, Ravutla Suryateja, Soumya Jana, Lopamudra Giri
Spatially resolved calcium spiking in hippocampal neurons: Estimation via confocal imaging and model-based simulation. NER (2017)
Roopak R. Tamboli, Balasubramanyam Appina, Sumohana S. Channappayya, Soumya Jana
Achieving high angular resolution via view synthesis: Quality assessment of 3D content on super multiview lightfield display. IC3D (2017)
Mohammed Nasar Ibrahim, Shivam Agarwal, Kiran Kumar Vupparaboina, Jay Chhablani, Ashutosh Richhariya, Soumya Jana
Segmenting and Labeling blood vessels in choroidal Haller's layer: A multiple target tracking approach. BHI (2017)
Sandeep Chandra Bollepalli, Challa S. Sastry, Soumya Jana
Subject-Specific Detection of Ventricular Tachycardia Using Convolutional Neural Networks. CinC (2016)
Roopak R. Tamboli, Balasubramanyam Appina, Sumohana S. Channappayya, Soumya Jana
Super-multiview content with high angular resolution: 3D quality assessment on horizontal-parallax lightfield display. Signal Process. Image Commun. 47 (2016)
Jophin G. Joseph, Sailaja Nanda, Sheetal Vennamalla, Govardhan Bhure, Ranjana Singh, Soumya Jana, Lopamudra Giri
Integrated quantification based on confocal imaging: Cell crowding modulates heterogeneity in GPCR-mediated calcium oscillation. EMBC (2016)
Roopak R. Tamboli, Soumya Jana
Telecardiology under Resource Constraint: Low-complexity Compact Representation of ECG. CinC (2016)
Vineet Sunil Gattani, Kiran Kumar Vupparaboina, Ameya Patil, Jay Chhablani, Ashutosh Richhariya, Soumya Jana
Semi-automated quantification of retinal IS/OS damage in en-face OCT image. Comput. Biol. Medicine 69 (2016)
Naresh Vemishetty, Amit Acharyya, Saptarshi Das, Shivteja Ayyagari, Soumya Jana, Koushik Maharatna, Paolo Emilio Puddu
Classification Methodology of CVD with Localized Features Analysis Using Phase Space Reconstruction Targeting Personalized Remote Health Monitoring. CinC (2016)
Bollepalli S. Chandra, Challa S. Sastry, Soumya Jana
Reliable resource-constrained telecardiology via compressive detection of anomalous ECG signals. Comput. Biol. Medicine 66 (2015)
Kiran Kumar Vupparaboina, Srinath Nizampatnam, Jay Chhablani, Ashutosh Richhariya, Soumya Jana
Automated estimation of choroidal thickness distribution and volume based on OCT images of posterior visual section. Comput. Medical Imaging Graph. 46 (2015)
Deepak Mishra, Swades De, Soumya Jana, Stefano Basagni, Kaushik R. Chowdhury, Wendi B. Heinzelman
Smart RF energy harvesting communications: challenges and opportunities. IEEE Commun. Mag. 53 (4) (2015)
Kiran Kumar Vupparaboina, Roopak R. Tamboli, P. M. Shenu, Soumya Jana
Laser-based detection and depth estimation of dry and water-filled potholes: A geometric approach. NCC (2015)
Srinivas Avasarala, Soumya Jana, Prabhakar Akella
Rate-distortion function for finite block codes: analysis of symmetric binary hamming problem. NCC (2015)
Puneeth Reddy, Saurabh Shukla, Ajith Karunarathne, Soumya Jana, Lopamudra Giri
Segmentation of neuron and measurement of optically programed neurite growth: Fast automation via Bayesian thresholding. NER (2015)
Kiran Kumar Vupparaboina, Kamala Raghavan, Soumya Jana
Euclidean Auto Calibration of Camera Networks: Baseline Constraint Removes Scale Ambiguity. CoRR (2015)
Nizampatnam Srinath, Ameya D. Patil, Vupparaboina Kiran Kumar, Soumya Jana, Jay Chhablani, Ashutosh Richhariya
Automated detection of choroid boundary and vessels in optical coherence tomography images. EMBC (2014)
Roopak R. Tamboli, Kiran Kumar Vupparaboina, Jayanth Ready, Soumya Jana, Sumohana S. Channappayya
A subjective evaluation of true 3D images. IC3D (2014)
M. Yousof Naderi, Kaushik R. Chowdhury, Stefano Basagni, Wendi B. Heinzelman, Swades De, Soumya Jana
Experimental study of concurrent data and wireless energy transfer for sensor networks. GLOBECOM (2014)
Bollepalli S. Chandra, Challa S. Sastry, Soumya Jana
Reliable low-cost telecardiology: High-sensitivity detection of ventricular beats using dictionaries. Healthcom (2014)
Deepak Mishra, K. Kaushik, Swades De, Stefano Basagni, Kaushik R. Chowdhury, Soumya Jana, Wendi B. Heinzelman
Implementation of multi-path energy routing. PIMRC (2014)
M. Yousof Naderi, Kaushik R. Chowdhury, Stefano Basagni, Wendi B. Heinzelman, Swades De, Soumya Jana
Surviving wireless energy interference in RF-harvesting sensor networks: An empirical study. SECON Workshops (2014)
Jeetendra Bahadur Singh, Vijay Sena Reddy, Soumya Jana, Swades De
Assessment of health risk due to PM10 using fuzzy linear membership kriging with particle swarm optimization. EnviroInfo (2013)
Roopak R. Tamboli, Manas A. Savkoor, Soumya Jana, Ramachandra Manthalkar
On the Sparsest Representation of Electrocardiograms. CinC (2013)
Bollepalli S. Chandra, Challa S. Sastry, Soumya Jana
Telecardiology: Hurst exponent based anomaly detection in compressively sampled ECG signals. Healthcom (2013)
K. Kaushik, Deepak Mishra, Swades De, Stefano Basagni, Wendi B. Heinzelman, Kaushik R. Chowdhury, Soumya Jana
Experimental demonstration of multi-hop RF energy transfer. PIMRC (2013)
Kiran Kumar Vupparaboina, T. Ritesh Chandra, Soumya Jana, Ashutosh Richhariya, Jay Chhablani
3D visualization and mapping of choroid thickness based on optical coherence tomography: A step-by-step geometric approach. IC3D (2013)
Soumya Jana, Richard E. Blahut
Vanishing criteria in multiterminal source coding. CISS (2010)
Richard E. Blahut, Soumya Jana
Körner-Marton theorem for binary modulo-two sum problem from canonical equations. ISITA (2010)
Soumya Jana
Alphabet sizes of auxiliary random variables in canonical inner bounds. CISS (2009)
Soumya Jana
Asymptotic performance loss in bayesian hypothesis testing under data quantization. CISS (2009)
Soumya Jana, Richard E. Blahut
Partial side information problem: Equivalence of two inner bounds. CISS (2008)
Soumya Jana
Alphabet Sizes of Auxiliary Variables in Canonical Inner Bounds CoRR (2008)
Soumya Jana, Richard E. Blahut
Canonical description for multiterminal source coding. ISIT (2008)
Wei-Hsin Gu, Soumya Jana, Michelle Effros
On approximating the rate regions for lossy source coding with coded and uncoded side information. ISIT (2008)
Soumya Jana, Pierre Moulin
Optimality of KLT for High-Rate Transform Coding of Gaussian Vector-Scale Mixtures: Application to Reconstruction, Estimation, and Classification. IEEE Trans. Inf. Theory 52 (9) (2006)
Soumya Jana, Richard E. Blahut
Insight into Source/Channel Duality and More based on an Intuitive Covering/Packing Lemma. ISIT (2006)
Soumya Jana
Unified Theory of Source Coding: Part I -- Two Terminal Problems CoRR (2005)
Soumya Jana
Unified Theory of Source Coding: Part II -- Multiterminal Problems CoRR (2005)
Christopher J. C. Burges, John C. Platt, Soumya Jana
Distortion discriminant analysis for audio fingerprinting. IEEE Trans. Speech Audio Process. 11 (3) (2003)
Soumya Jana, Pierre Moulin
Optimal Transform Coding of Gaussian Mixtures for Joint Classification/Reconstruction. DCC (2003)
Christopher J. C. Burges, John C. Platt, Soumya Jana
Extracting noise-robust features from audio data. ICASSP (2002)
Soumya Jana, Pierre Moulin
Optimal Design of Transform Coders and Quantizers for Image Classification. ICIP (2000)