Jeny Rajan - Publications

Affiliations: 
National Institute of Technology Karnataka, Surathkal 
Area:
Image Processing, Medical Imaging

42 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Pawan SJ, Sankar R, Jain A, Jain M, Darshan DV, Anoop BN, Kothari AR, Venkatesan M, Rajan J. Capsule Network-based architectures for the segmentation of sub-retinal serous fluid in optical coherence tomography images of central serous chorioretinopathy. Medical & Biological Engineering & Computing. PMID 33988817 DOI: 10.1007/s11517-021-02364-4  0.354
2020 Thomas E, Pawan SJ, Kumar S, Horo A, Niyas S, Vinayagamani S, Kesavadas C, Rajan J. Multi-Res-Attention UNet : A CNN Model for the Segmentation of Focal Cortical Dysplasia Lesions from Magnetic Resonance Images. Ieee Journal of Biomedical and Health Informatics. PMID 32931436 DOI: 10.1109/Jbhi.2020.3024188  0.467
2020 Anoop BN, Pavan R, Girish GN, Kothari AR, Rajan J. Stack generalized deep ensemble learning for retinal layer segmentation in Optical Coherence Tomography images Biocybernetics and Biomedical Engineering. 40: 1343-1358. DOI: 10.1016/J.Bbe.2020.07.010  0.426
2019 Girish GN, Saikumar B, Roychowdhury S, Kothari AR, Rajan J. Depthwise Separable Convolutional Neural Network Model for Intra-Retinal Cyst Segmentation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2019: 2027-2031. PMID 31946299 DOI: 10.1109/EMBC.2019.8857333  0.337
2019 Srinidhi CL, P A, Rajan J. Automated Method for Retinal Artery/Vein Separation via Graph Search Metaheuristic Approach. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30605099 DOI: 10.1109/Tip.2018.2889534  0.36
2019 Dev KMB, Jogi PS, Niyas S, Vinayagamani S, Kesavadas C, Rajan J. Automatic detection and localization of Focal Cortical Dysplasia lesions in MRI using fully convolutional neural network Biomedical Signal Processing and Control. 52: 218-225. DOI: 10.1016/J.Bspc.2019.04.024  0.49
2018 Kumar PK, Araki T, Rajan J, Laird JR, Nicolaides A, Suri JS. State-of-the-art review on automated lumen and adventitial border delineation and its measurements in carotid ultrasound. Computer Methods and Programs in Biomedicine. 163: 155-168. PMID 30119850 DOI: 10.1016/J.Cmpb.2018.05.015  0.38
2018 Girish GN, Thakur B, Chowdhury SR, Kothari AR, Rajan J. Segmentation of Intra-Retinal Cysts from Optical Coherence Tomography Images using a Fully Convolutional Neural Network Model. Ieee Journal of Biomedical and Health Informatics. PMID 29994161 DOI: 10.1109/Jbhi.2018.2810379  0.532
2018 Girish GN, Anima VA, Kothari AR, Sudeep PV, Roychowdhury S, Rajan J. A benchmark study of automated intra-retinal cyst segmentation algorithms using optical coherence tomography B-scans. Computer Methods and Programs in Biomedicine. 153: 105-114. PMID 29157443 DOI: 10.1016/J.Cmpb.2017.10.010  0.337
2018 Yamanappa W, Sudeep PV, Sabu MK, Rajan J. Non-Local Means Image Denoising Using Shapiro-Wilk Similarity Measure Ieee Access. 6: 66914-66922. DOI: 10.1109/Access.2018.2869461  0.577
2018 Sudeep PV, Palanisamy P, Kesavadas C, Rajan J. An improved nonlocal maximum likelihood estimation method for denoising magnetic resonance images with spatially varying noise levels Pattern Recognition Letters. DOI: 10.1016/J.Patrec.2018.02.007  0.512
2018 Srinidhi CL, Aparna P, Rajan J. A visual attention guided unsupervised feature learning for robust vessel delineation in retinal images Biomedical Signal Processing and Control. 44: 110-126. DOI: 10.1016/J.Bspc.2018.04.016  0.463
2018 Nagaraj Y, Madipalli P, Rajan J, Kumar PK, Narasimhadhan AV. Segmentation of intima media complex from carotid ultrasound images using wind driven optimization technique Biomedical Signal Processing and Control. 40: 462-472. DOI: 10.1016/J.Bspc.2017.08.009  0.492
2018 Panicker RO, Kalmady KS, Rajan J, Sabu MK. Automatic detection of tuberculosis bacilli from microscopic sputum smear images using deep learning methods Biocybernetics and Biomedical Engineering. 38: 691-699. DOI: 10.1016/J.Bbe.2018.05.007  0.454
2017 L Srinidhi C, Aparna P, Rajan J. Recent Advancements in Retinal Vessel Segmentation. Journal of Medical Systems. 41: 70. PMID 28285460 DOI: 10.1007/S10916-017-0719-2  0.387
2017 Girish GN, Kothari AR, Rajan J. Marker controlled watershed transform for intra-retinal cysts segmentation from optical coherence tomography B-scans Pattern Recognition Letters. DOI: 10.1016/J.Patrec.2017.12.019  0.415
2017 Gokul J, Nair MS, Rajan J. Guided SAR image despeckling with probabilistic non local weights Computers & Geosciences. 109: 16-24. DOI: 10.1016/J.Cageo.2017.07.004  0.518
2017 Surendran SS, Rajan J, Nair MS. A computationally efficient non-local maximum likelihood estimation approach for Rician noise reduction in MRI Csi Transactions On Ict. 5: 247-257. DOI: 10.1007/S40012-017-0163-Y  0.593
2017 Sudeep PV, Palanisamy P, Kesavadas C, Sijbers J, Dekker AJd, Rajan J. A nonlocal maximum likelihood estimation method for enhancing magnetic resonance phase maps Signal, Image and Video Processing. 11: 913-920. DOI: 10.1007/S11760-016-1039-6  0.35
2017 Upadhya AH, Talawar B, Rajan J. GPU implementation of non-local maximum likelihood estimation method for denoising magnetic resonance images Journal of Real-Time Image Processing. 13: 181-192. DOI: 10.1007/S11554-015-0559-6  0.545
2016 Girish GN, Kothari AR, Rajan J. Automated segmentation of intra-retinal cysts from optical coherence tomography scans using marker controlled watershed transform. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1292-1295. PMID 28268562 DOI: 10.1109/EMBC.2016.7590943  0.408
2016 Krishna Kumar P, Araki T, Rajan J, Saba L, Lavra F, Ikeda N, Sharma AM, Shafique S, Nicolaides A, Laird JR, Gupta A, Suri JS. Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach. Medical & Biological Engineering & Computing. PMID 27943087 DOI: 10.1007/S11517-016-1601-Y  0.45
2016 Araki T, Kumar PK, Suri HS, Ikeda N, Gupta A, Saba L, Rajan J, Lavra F, Sharma AM, Shafique S, Nicolaides A, Laird JR, Suri JS. Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches. Journal of Medical Systems. 40: 182. PMID 27299355 DOI: 10.1007/S10916-016-0543-0  0.47
2016 Sudeep PV, Issac Niwas S, Palanisamy P, Rajan J, Xiaojun Y, Wang X, Luo Y, Liu L. Enhancement and bias removal of optical coherence tomography images: An iterative approach with adaptive bilateral filtering. Computers in Biology and Medicine. 71: 97-107. PMID 26907572 DOI: 10.1016/J.Compbiomed.2016.02.003  0.475
2016 Panicker ROo, Soman B, Saini G, Rajan J. A Review of Automatic Methods Based on Image Processing Techniques for Tuberculosis Detection from Microscopic Sputum Smear Images Journal of Medical Systems. 40: 17. PMID 26573654 DOI: 10.1007/S10916-015-0388-Y  0.364
2016 Soorajkumar R, Krishnakumar P, Girish D, Rajan J. Coupled PDE for Ultrasound Despeckling Using ENI Classification Procedia Computer Science. 89: 658-665. DOI: 10.1016/J.Procs.2016.06.031  0.542
2016 Sudeep PV, Palanisamy P, Rajan J, Baradaran H, Saba L, Gupta A, Suri JS. Speckle reduction in medical ultrasound images using an unbiased non-local means method Biomedical Signal Processing and Control. 28: 1-8. DOI: 10.1016/J.Bspc.2016.03.001  0.575
2015 Sharma AM, Gupta A, Kumar PK, Rajan J, Saba L, Nobutaka I, Laird JR, Nicolades A, Suri JS. A Review on Carotid Ultrasound Atherosclerotic Tissue Characterization and Stroke Risk Stratification in Machine Learning Framework. Current Atherosclerosis Reports. 17: 55. PMID 26233633 DOI: 10.1007/S11883-015-0529-2  0.318
2015 Nath AG, Nair MS, Rajan J. Single image super resolution from compressive samples using two level sparsity based reconstruction Procedia Computer Science. 46: 1643-1652. DOI: 10.1016/J.Procs.2015.02.100  0.475
2015 Sudeep PV, Palanisamy P, Kesavadas C, Rajan J. Nonlocal linear minimum mean square error methods for denoising MRI Biomedical Signal Processing and Control. 20: 125-134. DOI: 10.1016/J.Bspc.2015.04.015  0.495
2015 Riji R, Rajan J, Sijbers J, Nair MS. Iterative bilateral filter for Rician noise reduction in MR images Signal, Image and Video Processing. 9: 1543-1548. DOI: 10.1007/S11760-013-0611-6  0.497
2015 Kumar PK, Darshan P, Kumar S, Ravindra R, Rajan J, Saba L, Suri JS. Magnetic resonance image denoising using nonlocal maximum likelihood paradigm in DCT-framework International Journal of Imaging Systems and Technology. 25: 256-264. DOI: 10.1002/Ima.22142  0.572
2014 Rajan J, Dekker AJd, Sijbers J. A new non-local maximum likelihood estimation method for Rician noise reduction in magnetic resonance images using the Kolmogorov-Smirnov test Signal Processing. 103: 16-23. DOI: 10.1016/J.Sigpro.2013.12.018  0.537
2013 Veraart J, Rajan J, Peeters RR, Leemans A, Sunaert S, Sijbers J. Comprehensive framework for accurate diffusion MRI parameter estimation. Magnetic Resonance in Medicine. 70: 972-84. PMID 23132517 DOI: 10.1002/Mrm.24529  0.372
2012 Rajan J, Veraart J, Van Audekerke J, Verhoye M, Sijbers J. Nonlocal maximum likelihood estimation method for denoising multiple-coil magnetic resonance images. Magnetic Resonance Imaging. 30: 1512-8. PMID 22819583 DOI: 10.1016/J.Mri.2012.04.021  0.553
2011 Mai Z, Rajan J, Verhoye M, Sijbers J. Robust edge-directed interpolation of magnetic resonance images. Physics in Medicine and Biology. 56: 7287-303. PMID 22036728 DOI: 10.1088/0031-9155/56/22/018  0.561
2011 Rajan J, Jeurissen B, Verhoye M, Van Audekerke J, Sijbers J. Maximum likelihood estimation-based denoising of magnetic resonance images using restricted local neighborhoods. Physics in Medicine and Biology. 56: 5221-34. PMID 21791732 DOI: 10.1088/0031-9155/56/16/009  0.566
2011 Rajan J, Verhoye M, Sijbers J. A maximum likelihood estimation method for denoising magnitude MRI using restricted local neighborhood Proceedings of Spie. 7962. DOI: 10.1117/12.877850  0.546
2010 Rajan J, Poot D, Juntu J, Sijbers J. Noise measurement from magnitude MRI using local estimates of variance and skewness. Physics in Medicine and Biology. 55: N441-9. PMID 20679694 DOI: 10.1088/0031-9155/55/16/N02  0.512
2010 Juntu J, Sijbers J, De Backer S, Rajan J, Van Dyck D. Machine learning study of several classifiers trained with texture analysis features to differentiate benign from malignant soft-tissue tumors in T1-MRI images. Journal of Magnetic Resonance Imaging : Jmri. 31: 680-9. PMID 20187212 DOI: 10.1002/Jmri.22095  0.311
2009 Rajan J, Kannan K, Kesavadas C, Thomas B. Focal Cortical Dysplasia (FCD) lesion analysis with complex diffusion approach. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 33: 553-8. PMID 19560319 DOI: 10.1016/J.Compmedimag.2009.05.004  0.323
2008 Rajan J, Kannan K, Kaimal MR. An Improved Hybrid Model for Molecular Image Denoising Journal of Mathematical Imaging and Vision. 31: 73-79. DOI: 10.1007/S10851-008-0067-4  0.526
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