Praveen Sankaran

According to our database, Praveen Sankaran authored at least 28 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Towards real-time video analysis of flooded areas: redundancy-based accelerator for object detection models.

Shubhasree AV, Praveen Sankaran, Raghu C. V

J. Real Time Image Process., July, 2024

Prior-guided generative adversarial network for mammogram synthesis.

Annie Julie Joseph, Priyansh Dwivedi, Jiffy Joseph, Seenia Francis, P. N. Pournami, P. B. Jayaraj, Ashna V. Shamsu, Praveen Sankaran

Biomed. Signal Process. Control., January, 2024

2023

A Belief Theory Based Instance Selection Scheme for Label Noise and Outlier Detection from Breast Cancer Data.

Shameer Faziludeen, Praveen Sankaran

Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023

2022

Benchmarking Single Image Dehazing Methods.

Deepa Nair, Praveen Sankaran

SN Comput. Sci., 2022

From synthetic to natural - single natural image dehazing deep networks using synthetic dataset domain randomization.

Abdul Fathaah Shamsuddin, Krupasankari Ragunathan, Abhijith P., Deepak Raja Sekar P. M., Praveen Sankaran

J. Vis. Commun. Image Represent., 2022

2021

A modular architecture for high resolution image dehazing.

Deepa Nair, Praveen Sankaran

Signal Process. Image Commun., 2021

Driver distraction analysis using face pose cues.

Hari C. V., Praveen Sankaran

Expert Syst. Appl., 2021

2020

Computer assisted recognition of breast cancer in biopsy images via fusion of nucleus-guided deep convolutional features.

Kalpana George, Praveen Sankaran, Joseph K. Paul

Comput. Methods Programs Biomed., 2020

Breast cancer detection from biopsy images using nucleus guided transfer learning and belief based fusion.

Kalpana George, Shameer Faziludeen, Praveen Sankaran, Joseph K. Paul

Comput. Biol. Medicine, 2020

2019

Optimal Landmark Point Selection Using Clustering for Manifold Modeling and Data Classification.

Manazhy Rashmi, Praveen Sankaran

J. Classif., 2019

Deep Learned Nucleus Features for Breast Cancer Histopathological Image Analysis based on Belief Theoretical Classifier Fusion.

Kalpana George, Shameer Faziludeen, Praveen Sankaran, Joseph K. Paul

Proceedings of the TENCON 2019, 2019

Ensemble Methods on Weak Classifiers for Improved Driver Distraction Detection.

A. Swetha, Megha Sharma, Sai Venkatesh Sunkara, Varsha J. Kattampally, V. M. Muralikrishna, Praveen Sankaran

Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

A Deep Neural Network Classifier Based on Belief Theory.

Minny George, Praveen Sankaran

Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

Stereo Vision Based Speed Estimation for Autonomous Driving.

Umamaheswaran S, Malavika Nair M, Athul Zac Joseph, Satya Sai Srinath Namburi GNVV, Ch. Lakshmi Priyanka, Praveen Sankaran

Proceedings of the 2019 International Conference on Information Technology (ICIT), 2019

2018

Color image dehazing using surround filter and dark channel prior.

Deepa Nair, Praveen Sankaran

J. Vis. Commun. Image Represent., 2018

Storm Tracking Using Geostationary Lightning Observation Videos.

Nora Elizabeth Joby, Nimisha Susan George, M. N. Geethasree, B. NimmiKrishna, Noora Rahman Thayyil, Praveen Sankaran

Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

2017

A clustered locally linear approach on face manifolds for pose estimation.

Hari C. V., Praveen Sankaran

Pattern Anal. Appl., 2017

2014

Face pose estimation for driver distraction monitoring by automatic clustered linear discriminant analysis.

Hari C. V., Praveen Sankaran

Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2014

2011

Tracking and Recognizing Multiple Faces Using Kalman Filter and ModularPCA.

Jacob Foytik, Praveen Sankaran, Vijayan K. Asari

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

2010

A second order polynomial based subspace projection method for dimensionality reduction.

Praveen Sankaran, Vijayan K. Asari

Proceedings of the International Conference on Image Processing, 2010

2009

A Subspace Projection Methodology for Nonlinear Manifold Based Face Recognition.

Praveen Sankaran

PhD thesis, 2009

Nonlinear manifold based discriminant analysis for face recognition.

Praveen Sankaran, Vijayan K. Asari

Proceedings of the Image Processing: Algorithms and Systems VII, 2009

2008

A modular approach on adaptive thresholding for extraction of mammalian cell regions from bioelectric images in complex lighting environments.

Inder K. Purohit, Praveen Sankaran, K. Vijayan Asari, Mohammad A. Karim

Proceedings of the Visual Information Processing XVII, 2008

Image enhancement for improving face detection under non-uniform lighting conditions.

Numan Unaldi, Praveen Sankaran, Vijayan K. Asari, Zia-ur Rahman

Proceedings of the International Conference on Image Processing, 2008

2007

An automated feature-localisation algorithm for a feature-specific modular approach for face recognition.

Praveen Sankaran, Rajkiran Gottumukkal, Vijayan K. Asari

Int. J. Intell. Syst. Technol. Appl., 2007

2006

Adaptive Thresholding Based Cell Segmentation for Cell-Destruction Activity Verification.

Praveen Sankaran, Vijayan K. Asari

Proceedings of the 35th Applied Image Pattern Recognition Workshop (AIPR 2006), 2006

2005

Pose Angle Determination by Face, Eyes and Nose Localization.

Praveen Sankaran, Satyanadh Gundimada, Richard C. Tompkins, Vijayan K. Asari

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004

A Multi-View Approach on Modular PCA for Illumination and Pose Invariant Face Recognition.

Praveen Sankaran, Vijayan K. Asari

Proceedings of the 33rd Applied Image Pattern Recognition Workshop (AIPR 2004), 2004