A Multi-View Approach on Modular PCA for Illumination and Pose Invariant Face Recognition. - Praveen Sankaran; Vijayan K. Asari (AIPR, 2004)

Pose Angle Determination by Face, Eyes and Nose Localization. - Praveen Sankaran; Satyanadh Gundimada; Richard C. Tompkins; Vijayan K. Asari (CVPR Workshops, 2005)

Adaptive Thresholding Based Cell Segmentation for Cell-Destruction Activity Verification. - Praveen Sankaran; Vijayan K. Asari (AIPR, 2006)

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)

Image enhancement for improving face detection under non-uniform lighting conditions. - Numan Unaldi; Praveen Sankaran; Vijayan K. Asari; Zia-ur Rahman 001 (ICIP, 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 (Visual Information Processing, 2008)

Nonlinear manifold based discriminant analysis for face recognition. - Praveen Sankaran; Vijayan K. Asari (Image Processing: Algorithms and Systems, 2009)

A Subspace Projection Methodology for Nonlinear Manifold Based Face Recognition. - Praveen Sankaran (2009)

A second order polynomial based subspace projection method for dimensionality reduction. - Praveen Sankaran; Vijayan K. Asari (ICIP, 2010)

Tracking and Recognizing Multiple Faces Using Kalman Filter and ModularPCA. - Jacob Foytik; Praveen Sankaran; Vijayan K. Asari (Complex Adaptive Systems, 2011)

Face pose estimation for driver distraction monitoring by automatic clustered linear discriminant analysis. - Hari C. V.; Praveen Sankaran (ICVES, 2014)

A clustered locally linear approach on face manifolds for pose estimation. - Hari C. V.; Praveen Sankaran (Pattern Anal. Appl., 2017)

Storm Tracking Using Geostationary Lightning Observation Videos. - Nora Elizabeth Joby; Nimisha Susan George; M. N. Geethasree; B. NimmiKrishna; Noora Rahman Thayyil; Praveen Sankaran (CVIP (1), 2018)

Color image dehazing using surround filter and dark channel prior. - Deepa Nair; Praveen Sankaran (J. Vis. Commun. Image Represent., 2018)

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 (ICIT, 2019)

A Deep Neural Network Classifier Based on Belief Theory. - Minny George; Praveen Sankaran (CVIP (2), 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 (CVIP (2), 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 (TENCON, 2019)

Optimal Landmark Point Selection Using Clustering for Manifold Modeling and Data Classification. - Manazhy Rashmi; Praveen Sankaran (J. Classif., 2019)

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)

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)

Driver distraction analysis using face pose cues. - Hari C. V.; Praveen Sankaran (Expert Syst. Appl., 2021)

A modular architecture for high resolution image dehazing. - Deepa Nair; Praveen Sankaran (Signal Process. Image Commun., 2021)

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)

Benchmarking Single Image Dehazing Methods. - Deepa Nair; Praveen Sankaran (SN Comput. Sci., 2022)

A Belief Theory Based Instance Selection Scheme for Label Noise and Outlier Detection from Breast Cancer Data. - Shameer Faziludeen; Praveen Sankaran (CVIP (2), 2023)

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., 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., 2024)

Efficient Pipelined Hardware Architecture for Depth-Map-Based Image Dehazing System. - K. Vidyamol; Matcha Surya Prakash; Praveen Sankaran (IEEE Trans. Very Large Scale Integr. Syst., 2025)