Deepu Vijayasenan

50 papers A 8C 2Misc 9Journal 16Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Generalizable DNN model for brain tumor sub-structure segmentation from low-resolution 2D multimodal MR Images.
Biomed. Signal Process. Control.
Divya Bhaskaracharya, Rajesh Parameshwaran Nair, Prakashini K., Girish Menon R., Paul Litvak, Pitchaiah Mandava, Deepu Vijayasenan, David S. Sumam
2025 J jnl
WeakSegNet: Combining Unsupervised, Few-Shot, and Weakly Supervised Methods for the Semantic Segmentation of Low-Magnification Effusion Cytology Images.
IEEE Access
Shajahan Aboobacker, Deepu Vijayasenan, David S. Sumam, Pooja K. Suresh, Saraswathy Sreeram
2024 — conf
Artery Vein Segmentation in Handheld Fundus Camera Retinal Images and leveraging Cross Entropy for improved Semantic performance.
CVMI
Raichel Philip Yohannan, David S. Sumam, Deepu Vijayasenan, Ravi Teja Chowdary, Girish Menon R., Sudha Girish Menon
2024 J jnl
Summary of the DISPLACE challenge 2023-DIarization of SPeaker and LAnguage in Conversational Environments.
Speech Commun.
Shikha Baghel, Shreyas Ramoji, Somil Jain, Pratik Roy Chowdhuri, Prachi Singh, Deepu Vijayasenan, Sriram Ganapathy
2024 J jnl
The Second DISPLACE Challenge : DIarization of SPeaker and LAnguage in Conversational Environments.
CoRR
Shareef Babu Kalluri, Prachi Singh, Pratik Roy Chowdhuri, Apoorva Kulkarni, Shikha Baghel, Pradyoth Hegde, Swapnil Sontakke, Deepak K. T., S. R. Mahadeva Prasanna, Deepu Vijayasenan, Sriram Ganapathy
2024 A conf
The Second DISPLACE Challenge: DIarization of SPeaker and LAnguage in Conversational Environments.
INTERSPEECH
Shareef Babu Kalluri, Prachi Singh, Pratik Roy Chowdhuri, Apoorva Kulkarni, Shikha Baghel, Pradyoth Hegde, Swapnil Sontakke, Deepak K. T., S. R. Mahadeva Prasanna, Deepu Vijayasenan, Sriram Ganapathy
2023 — conf
A Deep Learning Approach to Enhance Semantic Segmentation of Bacteria and Pus Cells from Microscopic Urine Smear Images Using Synthetic Data.
CVIP (1)
Vidyashree R. Kanabur, Deepu Vijayasenan, Sumam David S, Sreejith Govindan
2023 — conf
Adversarial Learning Based Semi-supervised Semantic Segmentation of Low Resolution Gram Stained Microscopic Images.
CVIP (2)
Harshal Singh, Vidyashree R. Kanabur, David S. Sumam, Deepu Vijayasenan, Sreejith Govindan
2023 — conf
CNN Based Tropical Cyclone Intensity Estimation Using Satellite Images Around Indian Subcontinent.
CVIP (2)
Parag Jha, David S. Sumam, Deepu Vijayasenan
2023 J jnl
DISPLACE Challenge: DIarization of SPeaker and LAnguage in Conversational Environments.
CoRR
Shikha Baghel, Shreyas Ramoji, Sidharth, Ranjana H, Prachi Singh, Somil Jain, Pratik Roy Chowdhuri, Kaustubh Kulkarni, Swapnil Padhi, Deepu Vijayasenan, Sriram Ganapathy
2023 J jnl
Summary of the DISPLACE Challenge 2023 - DIarization of SPeaker and LAnguage in Conversational Environments.
CoRR
Shikha Baghel, Shreyas Ramoji, Somil Jain, Pratik Roy Chowdhuri, Prachi Singh, Deepu Vijayasenan, Sriram Ganapathy
2023 A conf
The DISPLACE Challenge 2023 - DIarization of SPeaker and LAnguage in Conversational Environments.
INTERSPEECH
Shikha Baghel, Shreyas Ramoji, Sidharth, Ranjana H, Prachi Singh, Somil Jain, Pratik Roy Chowdhuri, Kaustubh Kulkarni, Swapnil Padhi, Deepu Vijayasenan, Sriram Ganapathy
2022 — conf
Semantic Segmentation on Low Resolution Cytology Images of Pleural and Peritoneal Effusion.
NCC
Shajahan Aboobacker, Akash Verma, Deepu Vijayasenan, David S. Sumam, Pooja K. Suresh, Saraswathy Sreeram
2022 J jnl
Semantic segmentation of low magnification effusion cytology images: A semi-supervised approach.
Comput. Biol. Medicine
Shajahan Aboobacker, Deepu Vijayasenan, David S. Sumam, Pooja K. Suresh, Saraswathy Sreeram
2022 J jnl
Semi-Automatic Labeling and Semantic Segmentation of Gram-Stained Microscopic Images from DIBaS Dataset.
CoRR
Chethan Reddy G. P., Pullagurla Abhijith Reddy, Vidyashree R. Kanabur, Deepu Vijayasenan, David S. Sumam, Sreejith Govindan
2022 — conf
Semi-supervised Semantic Segmentation for Effusion Cytology Images.
CVMI
Shajahan Aboobacker, Deepu Vijayasenan, David S. Sumam, Pooja K. Suresh, Saraswathy Sreeram
2022 — conf
Semi-supervised Semantic Segmentation of Effusion Cytology Images Using Adversarial Training.
CVMI
Mayank Rajpurohit, Shajahan Aboobacker, Deepu Vijayasenan, David S. Sumam, Pooja K. Suresh, Saraswathy Sreeram
2021 A conf
COVID-19 Detection from Spectral Features on the DiCOVA Dataset.
Interspeech
Kotra Venkata Sai Ritwik, Shareef Babu Kalluri, Deepu Vijayasenan
2021 Misc conf
NISP: A Multi-lingual Multi-accent Dataset for Speaker Profiling.
ICASSP
Shareef Babu Kalluri, Deepu Vijayasenan, Sriram Ganapathy, Ragesh Rajan M, Prashant Krishnan V
2020 — conf
A Deep Learning Model For The Automatic Detection Of Malignancy In Effusion Cytology.
ICSPCC
Shajahan Aboobacker, Deepu Vijayasenan, David S. Sumam, Pooja K. Suresh, Saraswathy Sreeram
2020 J jnl
Automatic speaker profiling from short duration speech data.
Speech Commun.
Shareef Babu Kalluri, Deepu Vijayasenan, Sriram Ganapathy
2020 J jnl
COVID-19 Patient Detection from Telephone Quality Speech Data.
CoRR
Kotra Venkata Sai Ritwik, Shareef Babu Kalluri, Deepu Vijayasenan
2020 — conf
Deep Learning Model based Ki-67 Index estimation with Automatically Labelled Data.
EMBC
S. Lakshmi, Kotra Venkata Sai Ritwik, Deepu Vijayasenan, David S. Sumam, Saraswathy Sreeram, Pooja K. Suresh
2020 J jnl
NISP: A Multi-lingual Multi-accent Dataset for Speaker Profiling.
CoRR
Shareef Babu Kalluri, Deepu Vijayasenan, Sriram Ganapathy, Ragesh Rajan M, Prashant Krishnan V
2019 Misc conf
A Deep Neural Network Based End to End Model for Joint Height and Age Estimation from Short Duration Speech.
ICASSP
Shareef Babu Kalluri, Deepu Vijayasenan, Sriram Ganapathy
2019 C conf
An Integrated Deep Learning Approach towards Automatic Evaluation of Ki-67 Labeling Index.
TENCON
S. Lakshmi, Deepu Vijayasenan, David S. Sumam, Saraswathy Sreeram, Pooja K. Suresh
2019 J jnl
Predicting
IEEE Access
Ragesh Rajan M, Deepu Vijayasenan, Ashwin Vijayakumar
2018 — conf
Frequency Contour Modeling to Synthesize Natural Flute Renditions for Carnatic Music.
SPCOM
Anand Ashtamoorthy, Pranav Prasad, Shashank Dhar, Deepu Vijayasenan
2018 A conf
Prediction of Aesthetic Elements in Karnatic Music: A Machine Learning Approach.
INTERSPEECH
Ragesh Rajan M, Ashwin Vijayakumar, Deepu Vijayasenan
2016 — conf
A Novel Approach for Classification of Normal/Abnormal Phonocardiogram Recordings using Temporal Signal Analysis and Machine Learning.
CinC
Sachin Vernekar, Saurabh Nair, Deepu Vijayasenan, Rohit Ranjan
2016 — conf
A Novel Approach for Robust Detection of Heart Beats in Multimodal Data using Neural Networks and Boosted Trees.
CinC
Sachin Vernekar, Deepu Vijayasenan, Rohit Ranjan
2016 — conf
Estimating multiple physical parameters from speech data.
MLSP
Shareef Babu Kalluri, Ashwin Vijayakumar, Deepu Vijayasenan, Rita Singh
2014 J jnl
Implicit segmentation of Kannada characters in offline handwriting recognition using hidden Markov models.
CoRR
Manasij Venkatesh, Vikas Majjagi, Deepu Vijayasenan
2012 A conf
DiarTk : An Open Source Toolkit for Research in Multistream Speaker Diarization and its Application to Meetings Recordings.
INTERSPEECH
Deepu Vijayasenan, Fabio Valente
2012 — conf
Dimensionality reduction of large TDOA vectors for speaker diarization.
SAPA@INTERSPEECH
Deepu Vijayasenan, Fabio Valente
2012 J jnl
Multistream speaker diarization of meetings recordings beyond MFCC and TDOA features.
Speech Commun.
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2012 Misc conf
Speaker diarization of meetings based on large TDOA feature vectors.
ICASSP
Deepu Vijayasenan, Fabio Valente
2011 J jnl
An Information Theoretic Combination of MFCC and TDOA Features for Speaker Diarization.
IEEE Trans. Speech Audio Process.
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2011 Misc conf
Multistream speaker diarization through Information Bottleneck system outputs combination.
ICASSP
Deepu Vijayasenan, Fabio Valente, Petr Motlícek
2011 Misc conf
Speaker diarization of meetings based on speaker role n-gram models.
ICASSP
Fabio Valente, Deepu Vijayasenan, Petr Motlícek
2010 A conf
Advances in fast multistream diarization based on the information bottleneck framework.
INTERSPEECH
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2010 Misc conf
Multistream speaker diarization beyond two acoustic feature streams.
ICASSP
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2010 Misc conf
Variational Bayesian speaker diarization of meeting recordings.
ICASSP
Fabio Valente, Petr Motlícek, Deepu Vijayasenan
2009 J jnl
An Information Theoretic Approach to Speaker Diarization of Meeting Data.
IEEE Trans. Speech Audio Process.
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2009 A conf
KL realignment for speaker diarization with multiple feature streams.
INTERSPEECH
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2009 Misc conf
Mutual information based channel selection for speaker diarization of meetings data.
ICASSP
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2008 Misc conf
Combination of agglomerative and sequential clustering for speaker diarization.
ICASSP
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2008 A conf
Integration of TDOA features in information bottleneck framework for fast speaker diarization.
INTERSPEECH
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2007 C conf
Agglomerative information bottleneck for speaker diarization of meetings data.
ASRU
Deepu Vijayasenan, Fabio Valente, Hervé Bourlard
2007 — conf
LipiTk: a generic toolkit for online handwriting recognition.
SIGGRAPH Courses
Sriganesh Madhvanath, Deepu Vijayasenan, Thanigai Murugan Kadiresan