Praveen Sankaran

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 17

Top Topics

Pose Estimation

Autonomous Driving

Discriminant Analysis

Top Venues

J. Vis. Commun. Image Represent.

Biomed. Signal Process. Control.

SN Comput. Sci.

Publications

Shubhasree AV, Praveen Sankaran, Raghu C. V
Towards real-time video analysis of flooded areas: redundancy-based accelerator for object detection models. J. Real Time Image Process. 21 (4) (2024)
Annie Julie Joseph, Priyansh Dwivedi, Jiffy Joseph, Seenia Francis, P. N. Pournami, P. B. Jayaraj, Ashna V. Shamsu, Praveen Sankaran
Prior-guided generative adversarial network for mammogram synthesis. Biomed. Signal Process. Control. 87 (Part A) (2024)
Shameer Faziludeen, Praveen Sankaran
A Belief Theory Based Instance Selection Scheme for Label Noise and Outlier Detection from Breast Cancer Data. CVIP (2) (2023)
Deepa Nair, Praveen Sankaran
Benchmarking Single Image Dehazing Methods. SN Comput. Sci. 3 (1) (2022)
Abdul Fathaah Shamsuddin, Krupasankari Ragunathan, Abhijith P., Deepak Raja Sekar P. M., Praveen Sankaran
From synthetic to natural - single natural image dehazing deep networks using synthetic dataset domain randomization. J. Vis. Commun. Image Represent. 89 (2022)
Hari C. V., Praveen Sankaran
Driver distraction analysis using face pose cues. Expert Syst. Appl. 179 (2021)
Deepa Nair, Praveen Sankaran
A modular architecture for high resolution image dehazing. Signal Process. Image Commun. 92 (2021)
Kalpana George, Praveen Sankaran, Joseph K. Paul
Computer assisted recognition of breast cancer in biopsy images via fusion of nucleus-guided deep convolutional features. Comput. Methods Programs Biomed. 194 (2020)
Kalpana George, Shameer Faziludeen, Praveen Sankaran, Joseph K. Paul
Breast cancer detection from biopsy images using nucleus guided transfer learning and belief based fusion. Comput. Biol. Medicine 124 (2020)
A. Swetha, Megha Sharma, Sai Venkatesh Sunkara, Varsha J. Kattampally, V. M. Muralikrishna, Praveen Sankaran
Ensemble Methods on Weak Classifiers for Improved Driver Distraction Detection. CVIP (2) (2019)
Kalpana George, Shameer Faziludeen, Praveen Sankaran, Joseph K. Paul
Deep Learned Nucleus Features for Breast Cancer Histopathological Image Analysis based on Belief Theoretical Classifier Fusion. TENCON (2019)
Manazhy Rashmi, Praveen Sankaran
Optimal Landmark Point Selection Using Clustering for Manifold Modeling and Data Classification. J. Classif. 36 (1) (2019)
Minny George, Praveen Sankaran
A Deep Neural Network Classifier Based on Belief Theory. CVIP (2) (2019)
Umamaheswaran S, Malavika Nair M, Athul Zac Joseph, Namburi GNVV Satya Sai Srinath, Ch. Lakshmi Priyanka, Praveen Sankaran
Stereo Vision Based Speed Estimation for Autonomous Driving. ICIT (2019)
Nora Elizabeth Joby, Nimisha Susan George, M. N. Geethasree, B. NimmiKrishna, Noora Rahman Thayyil, Praveen Sankaran
Storm Tracking Using Geostationary Lightning Observation Videos. CVIP (1) (2018)
Deepa Nair, Praveen Sankaran
Color image dehazing using surround filter and dark channel prior. J. Vis. Commun. Image Represent. 50 (2018)
Hari C. V., Praveen Sankaran
A clustered locally linear approach on face manifolds for pose estimation. Pattern Anal. Appl. 20 (4) (2017)
Hari C. V., Praveen Sankaran
Face pose estimation for driver distraction monitoring by automatic clustered linear discriminant analysis. ICVES (2014)
Jacob Foytik, Praveen Sankaran, Vijayan K. Asari
Tracking and Recognizing Multiple Faces Using Kalman Filter and ModularPCA. Complex Adaptive Systems (2011)
Praveen Sankaran, Vijayan K. Asari
A second order polynomial based subspace projection method for dimensionality reduction. ICIP (2010)
Praveen Sankaran, Vijayan K. Asari
Nonlinear manifold based discriminant analysis for face recognition. Image Processing: Algorithms and Systems (2009)
Numan Unaldi, Praveen Sankaran, Vijayan K. Asari, Zia-ur Rahman
Image enhancement for improving face detection under non-uniform lighting conditions. ICIP (2008)
Inder K. Purohit, Praveen Sankaran, K. Vijayan Asari, Mohammad A. Karim
A modular approach on adaptive thresholding for extraction of mammalian cell regions from bioelectric images in complex lighting environments. Visual Information Processing (2008)
Praveen Sankaran, Rajkiran Gottumukkal, Vijayan K. Asari
An automated feature-localisation algorithm for a feature-specific modular approach for face recognition. Int. J. Intell. Syst. Technol. Appl. 2 (4) (2007)
Praveen Sankaran, Vijayan K. Asari
Adaptive Thresholding Based Cell Segmentation for Cell-Destruction Activity Verification. AIPR (2006)
Praveen Sankaran, Satyanadh Gundimada, Richard C. Tompkins, Vijayan K. Asari
Pose Angle Determination by Face, Eyes and Nose Localization. CVPR Workshops (2005)
Praveen Sankaran, Vijayan K. Asari
A Multi-View Approach on Modular PCA for Illumination and Pose Invariant Face Recognition. AIPR (2004)