Praveen Sankaran

32 papers B 2C 1Journal 16Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A pectoral muscle suppression approach for improved deep learning-based mammogram image analysis. Biomed. Signal Process. Control. Jyoti Chowdhary, Praveen Sankaran, Shailaj Kurup
2025	J	`jnl`	Efficient Pipelined Hardware Architecture for Depth-Map-Based Image Dehazing System. IEEE Trans. Very Large Scale Integr. Syst. K. Vidyamol, Matcha Surya Prakash, Praveen Sankaran
2025	J	`jnl`	Fine-tuned deep models for niche datasets - People detection in UAV building images to aid rescue operations. Int. J. Appl. Earth Obs. Geoinformation Shubhasree AV, Praveen Sankaran, Raghu C. V
2025	J	`jnl`	Novel Pixel Displacement Prediction Strategies for Fast Object Detection in Flood Video Analysis. Signal Image Video Process. Shubhasree AV, Praveen Sankaran, Raghu C. V
2024	J	`jnl`	Prior-guided generative adversarial network for mammogram synthesis. Biomed. Signal Process. Control. Annie Julie Joseph, Priyansh Dwivedi, Jiffy Joseph, Seenia Francis, P. N. Pournami, P. B. Jayaraj, Ashna V. Shamsu, Praveen Sankaran
2024	J	`jnl`	Towards real-time video analysis of flooded areas: redundancy-based accelerator for object detection models. J. Real Time Image Process. Shubhasree AV, Praveen Sankaran, Raghu C. V
2023	—	`conf`	A Belief Theory Based Instance Selection Scheme for Label Noise and Outlier Detection from Breast Cancer Data. CVIP (2) Shameer Faziludeen, Praveen Sankaran
2022	J	`jnl`	Benchmarking Single Image Dehazing Methods. SN Comput. Sci. Deepa Nair, Praveen Sankaran
2022	J	`jnl`	From synthetic to natural - single natural image dehazing deep networks using synthetic dataset domain randomization. J. Vis. Commun. Image Represent. Abdul Fathaah Shamsuddin, Krupasankari Ragunathan, Abhijith P., Deepak Raja Sekar P. M., Praveen Sankaran
2021	J	`jnl`	A modular architecture for high resolution image dehazing. Signal Process. Image Commun. Deepa Nair, Praveen Sankaran
2021	J	`jnl`	Driver distraction analysis using face pose cues. Expert Syst. Appl. Hari C. V., Praveen Sankaran
2020	J	`jnl`	Breast cancer detection from biopsy images using nucleus guided transfer learning and belief based fusion. Comput. Biol. Medicine Kalpana George, Shameer Faziludeen, Praveen Sankaran, Joseph K. Paul
2020	J	`jnl`	Computer assisted recognition of breast cancer in biopsy images via fusion of nucleus-guided deep convolutional features. Comput. Methods Programs Biomed. Kalpana George, Praveen Sankaran, Joseph K. Paul
2019	—	`conf`	A Deep Neural Network Classifier Based on Belief Theory. CVIP (2) Minny George, Praveen Sankaran
2019	C	`conf`	Deep Learned Nucleus Features for Breast Cancer Histopathological Image Analysis based on Belief Theoretical Classifier Fusion. TENCON Kalpana George, Shameer Faziludeen, Praveen Sankaran, Joseph K. Paul
2019	—	`conf`	Ensemble Methods on Weak Classifiers for Improved Driver Distraction Detection. CVIP (2) A. Swetha, Megha Sharma, Sai Venkatesh Sunkara, Varsha J. Kattampally, V. M. Muralikrishna, Praveen Sankaran
2019	J	`jnl`	Optimal Landmark Point Selection Using Clustering for Manifold Modeling and Data Classification. J. Classif. Manazhy Rashmi, Praveen Sankaran
2019	—	`conf`	Stereo Vision Based Speed Estimation for Autonomous Driving. ICIT Umamaheswaran S, Malavika Nair M, Athul Zac Joseph, Satya Sai Srinath Namburi GNVV, Ch. Lakshmi Priyanka, Praveen Sankaran
2018	J	`jnl`	Color image dehazing using surround filter and dark channel prior. J. Vis. Commun. Image Represent. Deepa Nair, Praveen Sankaran
2018	—	`conf`	Storm Tracking Using Geostationary Lightning Observation Videos. CVIP (1) Nora Elizabeth Joby, Nimisha Susan George, M. N. Geethasree, B. NimmiKrishna, Noora Rahman Thayyil, Praveen Sankaran
2017	J	`jnl`	A clustered locally linear approach on face manifolds for pose estimation. Pattern Anal. Appl. Hari C. V., Praveen Sankaran
2014	—	`conf`	Face pose estimation for driver distraction monitoring by automatic clustered linear discriminant analysis. ICVES Hari C. V., Praveen Sankaran
2011	—	`conf`	Tracking and Recognizing Multiple Faces Using Kalman Filter and ModularPCA. Complex Adaptive Systems Jacob Foytik, Praveen Sankaran, Vijayan K. Asari
2010	B	`conf`	A second order polynomial based subspace projection method for dimensionality reduction. ICIP Praveen Sankaran, Vijayan K. Asari
2009	—	`—`	A Subspace Projection Methodology for Nonlinear Manifold Based Face Recognition. Praveen Sankaran
2009	—	`conf`	Nonlinear manifold based discriminant analysis for face recognition. Image Processing: Algorithms and Systems Praveen Sankaran, Vijayan K. Asari
2008	—	`conf`	A modular approach on adaptive thresholding for extraction of mammalian cell regions from bioelectric images in complex lighting environments. Visual Information Processing Inder K. Purohit, Praveen Sankaran, K. Vijayan Asari, Mohammad A. Karim
2008	B	`conf`	Image enhancement for improving face detection under non-uniform lighting conditions. ICIP Numan Unaldi, Praveen Sankaran, Vijayan K. Asari, Zia-ur Rahman
2007	J	`jnl`	An automated feature-localisation algorithm for a feature-specific modular approach for face recognition. Int. J. Intell. Syst. Technol. Appl. Praveen Sankaran, Rajkiran Gottumukkal, Vijayan K. Asari
2006	—	`conf`	Adaptive Thresholding Based Cell Segmentation for Cell-Destruction Activity Verification. AIPR Praveen Sankaran, Vijayan K. Asari
2005	—	`conf`	Pose Angle Determination by Face, Eyes and Nose Localization. CVPR Workshops Praveen Sankaran, Satyanadh Gundimada, Richard C. Tompkins, Vijayan K. Asari
2004	—	`conf`	A Multi-View Approach on Modular PCA for Illumination and Pose Invariant Face Recognition. AIPR Praveen Sankaran, Vijayan K. Asari