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ORCIDSoumya Jana
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2020 – today
- 2024
[c57]Satya Deepika Neelapala, Suman Gare, Vaibhav Dhyani, Dhruv Srikanth, Soumya Jana, Lopamudra Giri:
Improved Segmentation of Confocal Calcium Videos of Hela Cells Using Deep-Learning-Assisted Watershed Algorithm. EMBC 2024: 1-4- [i8]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 abs/2402.07118 (2024) - 2022
- [j11]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: 102086 (2022) - [c56]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: 3785-3788 - [c55]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: 200-205 - 2021
- [c54]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: 1-4 - [c53]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: 1-4 - [c52]Sathish Ande, Jayanth Reddy Regatti, Neha Pandey, Ajith Karunarathne, Lopamudra Giri, Soumya Jana:
Heterogeneity in Neuronal Calcium Spike Trains based on Empirical Distance. NER 2021: 141-144 - [c51]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: 145-148 - [c50]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: 1-5 - [i7]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 abs/2104.08519 (2021) - 2020
- [c49]Srinivas Avasarala, Sharang M. Sriram, Soumya Jana:
On Berger-Tung Inner Bound for Sum-Rate versus Sum-Distortion Problem. ISITA 2020: 56-60 - [c48]Abha Saxena, Vaibhav Dhyani, Soumya Jana, Lopamudra Giri:
Application of kohonen-self organizing map to cluster drug induced Ca2+ response in hippocampal neurons at different drug dose. NCC 2020: 1-6
2010 – 2019
- 2019
- [j10]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): 710-717 (2019) - [c47]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: 48-51 - [c46]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: 138-141 - [c45]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: 2041-2044 - [c44]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: 2091-2094 - [c43]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: 4783-4786 - [c42]Bollepalli S. Chandra, Rahul L. R, Ramu Pittala, Soumya Jana:
Towards Universal Cardiac Care: Telecardiology for Resource-constrained and Economically Disadvantaged Communities. GHTC 2019: 1-7 - [c41]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: 1-7 - [c40]Roopak R. Tamboli, Vikram Sandu, Sreenivasulu Nerasala, Ashutosh Richhariya, Kiran Kumar Vupparaboina, Soumya Jana:
Novel Hybrid Teleophthalmology: Technological Case for Oculofacial Surgery. GHTC 2019: 1-8 - 2018
- [j9]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: 91-104 (2018) - [j8]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: 1-12 (2018) - [c39]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: 1-4 - [c38]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: 1-7 - [c37]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: 1-7 - [c36]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: 1-3 - [c35]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: 1-3 - [i6]Bollepalli S. Chandra, Challa S. Sastry, Soumya Jana:
Robust Heartbeat Detection from Multimodal Data via CNN-based Generalizable Information Fusion. CoRR abs/1807.03232 (2018) - 2017
- [c34]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: 113-116 - [c33]Sandeep Chandra Bollepalli, Challa S. Sastry, Soumya Jana, Shivnarayan Patidar:
Atrial Fibrillation Detection Using Convolutional Neural Networks. CinC 2017 - [c32]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: 1-8 - [c31]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: 6201-6204 - [c30]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: 279-283 - [i5]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 abs/1705.08619 (2017) - 2016
- [j7]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: 52-60 (2016) - [j6]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: 42-55 (2016) - [c29]Sandeep Chandra Bollepalli, Challa S. Sastry, Soumya Jana:
Subject-Specific Detection of Ventricular Tachycardia Using Convolutional Neural Networks. CinC 2016 - [c28]Roopak R. Tamboli, Soumya Jana:
Telecardiology under Resource Constraint: Low-complexity Compact Representation of ECG. CinC 2016 - [c27]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 - [c26]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: 3891-3894 - 2015
- [j5]Bollepalli S. Chandra, Challa S. Sastry, Soumya Jana:
Reliable resource-constrained telecardiology via compressive detection of anomalous ECG signals. Comput. Biol. Medicine 66: 144-153 (2015) - [j4]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): 70-78 (2015) - [j3]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: 315-327 (2015) - [c25]Srinivas Avasarala, Soumya Jana, Prabhakar Akella:
Rate-distortion function for finite block codes: analysis of symmetric binary hamming problem. NCC 2015: 1-6 - [c24]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: 1-6 - [c23]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: 996-999 - [i4]Kiran Kumar Vupparaboina, Kamala Raghavan, Soumya Jana:
Euclidean Auto Calibration of Camera Networks: Baseline Constraint Removes Scale Ambiguity. CoRR abs/1510.01663 (2015) - 2014
- [c22]Srinath Nizampatnam, Ameya D. Patil, Kiran Kumar Vupparaboina, Soumya Jana, Jay Chhablani, Ashutosh Richhariya:
Automated detection of choroid boundary and vessels in optical coherence tomography images. EMBC 2014: 166-169 - [c21]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: 2543-2549 - [c20]Bollepalli S. Chandra, Challa S. Sastry, Soumya Jana:
Reliable low-cost telecardiology: High-sensitivity detection of ventricular beats using dictionaries. Healthcom 2014: 305-310 - [c19]Roopak R. Tamboli, Kiran Kumar Vupparaboina, Jayanth Ready, Soumya Jana, Sumohana S. Channappayya:
A subjective evaluation of true 3D images. IC3D 2014: 1-8 - [c18]Deepak Mishra, K. Kaushik, Swades De, Stefano Basagni, Kaushik R. Chowdhury, Soumya Jana, Wendi B. Heinzelman:
Implementation of multi-path energy routing. PIMRC 2014: 1834-1839 - [c17]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: 39-44 - 2013
- [c16]Roopak R. Tamboli, Manas A. Savkoor, Soumya Jana, Ramachandra Manthalkar:
On the Sparsest Representation of Electrocardiograms. CinC 2013: 479-482 - [c15]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: 887-894 - [c14]Bollepalli S. Chandra, Challa S. Sastry, Soumya Jana:
Telecardiology: Hurst exponent based anomaly detection in compressively sampled ECG signals. Healthcom 2013: 350-354 - [c13]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: 1-8 - [c12]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: 538-542 - 2010
- [c11]Soumya Jana, Richard E. Blahut:
Vanishing criteria in multiterminal source coding. CISS 2010: 1-6 - [c10]Richard E. Blahut, Soumya Jana:
Körner-Marton theorem for binary modulo-two sum problem from canonical equations. ISITA 2010: 406-409
2000 – 2009
- 2009
- [c9]Soumya Jana:
Alphabet sizes of auxiliary random variables in canonical inner bounds. CISS 2009: 67-71 - [c8]Soumya Jana:
Asymptotic performance loss in bayesian hypothesis testing under data quantization. CISS 2009: 782-786 - 2008
- [c7]Soumya Jana, Richard E. Blahut:
Partial side information problem: Equivalence of two inner bounds. CISS 2008: 1005-1009 - [c6]Soumya Jana, Richard E. Blahut:
Canonical description for multiterminal source coding. ISIT 2008: 697-701 - [c5]Wei-Hsin Gu, Soumya Jana, Michelle Effros:
On approximating the rate regions for lossy source coding with coded and uncoded side information. ISIT 2008: 2162-2166 - [i3]Soumya Jana:
Alphabet Sizes of Auxiliary Variables in Canonical Inner Bounds. CoRR abs/0810.1973 (2008) - 2006
- [j2]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): 4049-4067 (2006) - [c4]Soumya Jana, Richard E. Blahut:
Insight into Source/Channel Duality and More based on an Intuitive Covering/Packing Lemma. ISIT 2006: 2329-2333 - 2005
- [b1]Soumya Jana:
Unified Structural View of Multiterminal Source Coding. University of Illinois Urbana-Champaign, USA, 2005 - [i2]Soumya Jana:
Unified Theory of Source Coding: Part I -- Two Terminal Problems. CoRR abs/cs/0508118 (2005) - [i1]Soumya Jana:
Unified Theory of Source Coding: Part II -- Multiterminal Problems. CoRR abs/cs/0508119 (2005) - 2003
- [j1]Christopher J. C. Burges, John C. Platt, Soumya Jana:
Distortion discriminant analysis for audio fingerprinting. IEEE Trans. Speech Audio Process. 11(3): 165-174 (2003) - [c3]Soumya Jana, Pierre Moulin:
Optimal Transform Coding of Gaussian Mixtures for Joint Classification/Reconstruction. DCC 2003: 313-322 - 2002
- [c2]Christopher J. C. Burges, John C. Platt, Soumya Jana:
Extracting noise-robust features from audio data. ICASSP 2002: 1021-1024 - 2000
- [c1]Soumya Jana, Pierre Moulin:
Optimal Design of Transform Coders and Quantizers for Image Classification. ICIP 2000: 841-844
Coauthor Index
Jay Chhablani
aka: Jay Kumar Chhablani
aka: Jay Kumar Chhablani
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