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ORCIDG. Hemantha Kumar 0001
Govindaraju Hemantha Kumar – Govindaraj Hemantha Kumar
Person information
- affiliation: University of Mysore, Department of Studies in Computer Science, India
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2020 – today
- 2023
[j28]Sriranga Narasimha Gandhi Aryavalli
, G. Hemantha Kumar:
Top 12 layer-wise security challenges and a secure architectural solution for Internet of Things. Comput. Electr. Eng. 105: 108487 (2023)- 2022
- [j27]B. V. Divyashree, Amarnath R, Naveen M, G. Hemantha Kumar:
Segmentation of Pectoral Muscle in Mammograms Using Granular Computing. J. Inf. Technol. Res. 15(1): 1-14 (2022) - [c48]Guanghui Hua, G. Hemantha Kumar, V. N. Manjunath Aradhya:
A Hybrid Speed and Radial Distance Feature Descriptor Using Optical Flow Approach in HAR. AII 2022: 3-13 - [c47]M. S. Thejaswini, G. Hemantha Kumar, V. N. Manjunath Aradhya:
A Pyramidal Approach for Emotion Recognition from EEG Signals. AII 2022: 248-259 - 2021
- [j26]Zhiheng Huang, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Michael Blumenstein, Bhaarat Chetty, G. Hemantha Kumar:
Improved Ring Radius Transform-Based Reconstruction for Video Character Recognition. Int. J. Pattern Recognit. Artif. Intell. 35(7): 2150023:1-2150023:24 (2021) - [j25]Divya Krishnani, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Daniel Lopresti, Govindaraju Hemantha Kumar:
A new context-based feature for classification of emotions in photographs. Multim. Tools Appl. 80(10): 15589-15618 (2021) - [j24]B. V. Divyashree, G. Hemantha Kumar:
Breast Cancer Mass Detection in Mammograms Using Gray Difference Weight and MSER Detector. SN Comput. Sci. 2(1): 63 (2021) - 2020
- [j23]Shengkai Yue, Minglei Yuan, Tong Lu, Palaiahnakote Shivakumara, Michael Blumenstein, Jie Shi, G. Hemantha Kumar:
Rotation invariant angle-density based features for an ice image classification system. Expert Syst. Appl. 162: 113744 (2020) - [j22]Soumyadip Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Govindaraj Hemantha Kumar:
Delaunay triangulation based text detection from multi-view images of natural scene. Pattern Recognit. Lett. 129: 92-100 (2020)
2010 – 2019
- 2019
- [j21]K. S. Raghunandan, Palaiahnakote Shivakumara, Sangheeta Roy, G. Hemantha Kumar, Umapada Pal, Tong Lu:
Multi-Script-Oriented Text Detection and Recognition in Video/Scene/Born Digital Images. IEEE Trans. Circuits Syst. Video Technol. 29(4): 1145-1162 (2019) - [c46]Anaica Grouver, Palaiahnakote Shivakumara, Maryam Asadzadeh Kaljahi, Bhaarat Chetty, Umapada Pal, Tong Lu, G. Hemantha Kumar:
A Spatial Density and Phase Angle Based Correlation for Multi-type Family Photo Identification. ACPR (2) 2019: 76-89 - 2018
- [j20]Karpuravalli Srinivas Raghunandan, Palaiahnakote Shivakumara, Lolika Padmanabhan, Govindaraju Hemantha Kumar, Tong Lu, Umapada Pal:
Symmetry features for license plate classification. CAAI Trans. Intell. Technol. 3(3): 176-183 (2018) - [j19]Manohar N, Y. H. Sharath Kumar, G. Hemantha Kumar:
An Approach for the Development of Animal Tracking System. Int. J. Comput. Vis. Image Process. 8(1): 15-31 (2018) - [j18]Raghunandan K. Srinivas, Palaiahnakote Shivakumara, Hamid Abdullah Jalab, Rabha W. Ibrahim, G. Hemantha Kumar, Umapada Pal, Tong Lu:
Riesz Fractional Based Model for Enhancing License Plate Detection and Recognition. IEEE Trans. Circuits Syst. Video Technol. 28(9): 2276-2288 (2018) - [c45]H. D. Supreetha Gowda, Mohammad Imran, G. Hemantha Kumar:
Feature level fusion of Face and Iris using Deep Features based on Convolutional Neural Networks. ICACCI 2018: 116-119 - [c44]Raghunandan K. Srinivas, B. M. Chethana Kumara, G. Hemantha Kumar, C. Sunil:
Convolution Neural Network Based Deep Features for Text Recognition in Multi-Type Images. ICACCI 2018: 502-507 - [c43]C. Sunil, K. S. Raghunandan, H. K. Chethan, G. Hemantha Kumar:
Symbolic Approach for Word-Level Script Classification in Video Frames. RTIP2R (3) 2018: 72-84 - [c42]H. D. Supreetha Gowda, Mohammad Imran, G. Hemantha Kumar:
Performance Analysis of Log-Gabor Based Multimodal Systems and Its Fusion Techniques. RTIP2R (1) 2018: 240-254 - [c41]H. D. Supreetha Gowda, Mohammad Imran, G. Hemantha Kumar:
Multispectral Palmprint Biometric Verification System Using Deep CNN. RTIP2R (2) 2018: 505-513 - [i2]B. V. Divyashree, Amarnath R, Naveen M, G. Hemantha Kumar:
Novel approach to locate region of interest in mammograms for Breast cancer. CoRR abs/1811.07818 (2018) - 2017
- [j17]Sounak Dey, Palaiahnakote Shivakumara, Raghunandan K. Srinivas, Umapada Pal, Tong Lu, G. Hemantha Kumar, Chee Seng Chan:
Script independent approach for multi-oriented text detection in scene image. Neurocomputing 242: 96-112 (2017) - [c40]Raghunandan K. Srinivas, Palaiahnakote Shivakumara, G. Hemantha Kumar, Umapada Pal, Tong Lu:
Sharpness and Contrast Based Features for Word-Wise Video Type Classification. ACPR 2017: 103-108 - [c39]H. D. Supreetha Gowda, G. Hemantha Kumar, Mohammad Imran:
Robust multimodal biometric verification system based on face and fingerprint. ICACCI 2017: 243-247 - [c38]C. Sunil, H. K. Chethan, Raghunandan K. Srinivas, G. Hemantha Kumar:
A Deep Convolution Neural Network Based Model for Enhancing Text Video Frames for Detection. ISDA 2017: 430-441 - 2016
- [j16]Yirui Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Michael Blumenstein, G. Hemantha Kumar:
Contour Restoration of Text Components for Recognition in Video/Scene Images. IEEE Trans. Image Process. 25(12): 5622-5634 (2016) - [c37]Raghunandan K. Srinivas, Palaiahnakote Shivakumara, G. Hemantha Kumar, Umapada Pal, Tong Lu:
New Sharpness Features for Image Type Classification Based on Textual Information. DAS 2016: 204-209 - [c36]Manohar N, Y. H. Sharath Kumar, G. Hemantha Kumar:
Supervised and unsupervised learning in animal classification. ICACCI 2016: 156-161 - [c35]M. Naveena, G. Hemantha Kumar, P. Navya:
Detection of a person in a crowd based on skin color segmentation. ICACCI 2016: 175-179 - [c34]Raghunandan K. Srinivas, Palaiahnakote Shivakumara, B. J. Navya, G. Pooja, Navya Prakash, G. Hemantha Kumar, Umapada Pal, Tong Lu:
Fourier Coefficients for Fraud Handwritten Document Classification through Age Analysis. ICFHR 2016: 25-30 - [c33]H. D. Supreetha Gowda, G. Hemantha Kumar:
Evaluation of Texture Features for Biometric Verification System Using Handvein and Finger Knuckleprint. RTIP2R 2016: 420-428 - 2014
- [i1]Manoj Krishnaswamy, G. Hemantha Kumar:
Enhancing Template Security of Face Biometrics by Using Edge Detection and Hashing. CoRR abs/1401.5632 (2014) - 2013
- [c32]Shaffi Noushath, Mohammad Imran, Karan Jetly, Ashok Rao, G. Hemantha Kumar:
Multimodal biometric fusion of face and palmprint at various levels. ICACCI 2013: 1793-1798 - 2012
- [j15]M. Basavanna, P. Shivakumara, S. K. Srivatsa, G. Hemantha Kumar:
Multi-Oriented Text Detection in Scene Images. Int. J. Pattern Recognit. Artif. Intell. 26(7) (2012) - [c31]Mohammad Imran, Ashok Rao, Shaffi Noushath, G. Hemantha Kumar:
Some Issues on Choices of Modalities for Multimodal Biometric Systems. SocProS 2012: 1513-1523 - 2011
- [j14]Ramachandra Raghavendra, Bernadette Dorizzi, Ashok Rao, G. Hemantha Kumar:
Particle swarm optimization based fusion of near infrared and visible images for improved face verification. Pattern Recognit. 44(2): 401-411 (2011) - [j13]Ramachandra Raghavendra, Bernadette Dorizzi, Ashok Rao, G. Hemantha Kumar:
Designing efficient fusion schemes for multimodal biometric systems using face and palmprint. Pattern Recognit. 44(5): 1076-1088 (2011) - [c30]M. Mohammadi, S. S. Mozaffari Chanijani, V. N. Manjunath Aradhya, G. Hemantha Kumar:
An Improved Handwritten Text Line Segmentation Technique. ACC (3) 2011: 289-296 - [c29]Indira Priya Darshini, V. N. Manjunath Aradhya, G. Hemantha Kumar:
A Multistage Approach for Handwritten Kannada Numeral Recognition. IICAI 2011: 5-14 - [c28]H. K. Chethan, G. Hemantha Kumar, Ranjit K. N.:
An Approach towards Illumination Reduction and Comparative Analysis of Feature Extraction Methods for Camera Captured Documents. IICAI 2011: 415-426 - [c27]M. Basavanna, P. Shivakumara, S. K. Srivatsa, G. Hemantha Kumar:
A New Run Length based Method for Scene Text Detection. IICAI 2011: 1730-1736 - 2010
- [j12]Ramachandra Raghavendra, Ashok Rao, G. Hemantha Kumar:
Multisensor biometric evidence fusion of face and palmprint for person authentication using Particle Swarm Optimisation (PSO). Int. J. Biom. 2(1): 19-33 (2010) - [j11]Ramachandra Raghavendra, Ashok Rao, G. Hemantha Kumar:
Multimodal Biometric Score Fusion Using Gaussian Mixture Model and Monte Carlo Method. J. Comput. Sci. Technol. 25(4): 771-782 (2010) - [c26]Tian Jipeng, G. Hemantha Kumar, H. K. Chethan:
Chinese Numeral Recognition Using Gabor and SVM. ICETET 2010: 202-206 - [c25]Ramachandra Raghavendra, Mohammad Imran, Ashok Rao, G. Hemantha Kumar:
Multimodal Biometrics: Analysis of Handvein & Palmprint Combination Used for Person Verification. ICETET 2010: 526-530 - [c24]Ramachandra Raghavendra, Ashok Rao, G. Hemantha Kumar:
Multimodal person verification system using face and speech. Biometrics Technology 2010: 181-187 - [c23]Mohammad Imran, Ashok Rao, G. Hemantha Kumar:
Multibiometric systems: A comparative study of multi-algorithmic and multimodal approaches. Biometrics Technology 2010: 207-212 - [c22]H. K. Chethan, G. Hemantha Kumar:
Image dewarping and text extraction from mobile captured distinct documents. Biometrics Technology 2010: 330-337
2000 – 2009
- 2009
- [c21]Ramachandra Raghavendra, Ashok Rao, G. Hemantha Kumar:
A Novel Approach for Multimodal Biometric Score Fusion Using Gaussian Mixture Model and Monte Carlo Method. ARTCom 2009: 90-92 - [c20]H. K. Chethan, G. Hemantha Kumar, Ramachandra Raghavendra:
Texture Based Approach for Cloud Classification Using SVM. ARTCom 2009: 688-690 - [c19]Ramachandra Raghavendra, G. Hemantha Kumar, Ashok Rao:
Qualitative Weight Assignment for Multimodal Biometric Fusion. ICAPR 2009: 193-196 - [c18]Ramachandra Raghavendra, Bernadette Dorizzi, Ashok Rao, G. Hemantha Kumar:
Gaussian Mixture Model Coupled with Independent Component Analysis for Palmprint Verification. AIAI Workshops 2009: 110-117 - [c17]S. K. Niranjan, V. Vijay Kumar, G. Hemantha Kumar, Aradhya V. N. Manjunath:
Unconstrained Handwritten Character Recognition - An Approach based on Fourier Transform and Neural Networks. IICAI 2009: 1852-1860 - 2008
- [j10]Aradhya V. N. Manjunath, G. Hemantha Kumar, Shaffi Noushath:
Multilingual OCR system for South Indian scripts and English documents: An approach based on Fourier transform and principal component analysis. Eng. Appl. Artif. Intell. 21(4): 658-668 (2008) - [j9]Aradhya V. N. Manjunath, G. Hemantha Kumar, S. Noushath:
Document Skew Detection - a Novel Approach. Int. J. Image Graph. 8(1): 47-59 (2008) - [c16]V. N. Manjunath Aradhya, G. Hemantha Kumar:
Principal Component Analysis and Generalized Regression Neural Networks for Efficient Character Recognition. ICETET 2008: 1170-1174 - [c15]Ramachandra Raghavendra, Ashok Rao, G. Hemantha Kumar:
Subjective Performance of Texture Based Algorithm for Face Verification: The Role of Databases. ICVGIP 2008: 421-428 - [p1]Aradhya V. N. Manjunath, G. Hemantha Kumar, Shaffi Noushath:
Fisher Linear Discriminant Analysis and Connectionist Model for Efficient Image Recognition. Speech, Audio, Image and Biomedical Signal Processing using Neural Networks 2008: 269-282 - 2007
- [j8]Nagesha, G. Hemantha Kumar:
A level crossing enhancement scheme for chest radiograph images. Comput. Biol. Medicine 37(10): 1455-1460 (2007) - [j7]Aradhya V. N. Manjunath, G. Hemantha Kumar, P. Shivakumara:
Skew Estimation Technique for Binary Document Images based on Thinning and Moments. Eng. Lett. 14(1): 127-134 (2007) - [j6]V. N. Manjunath Aradhya, G. Hemantha Kumar, P. Shivakumara:
An Accurate and Efficient skew estimation Technique for South Indian Documents: a New boundary Growing and Nearest Neighbor Clustering Based Approach. Int. J. Robotics Autom. 22(4) (2007) - [j5]T. Vasudev, G. Hemantha Kumar, P. Nagabhushan:
Transformation of arc-form-text to linear-form-text suitable for OCR. Pattern Recognit. Lett. 28(16): 2343-2351 (2007) - [c14]P. Shivakumara, S. Noushath, G. Hemantha Kumar:
New Filter Based Unsupervised Rules for Boolean Blur Metric. ICCTA 2007: 611-617 - [c13]S. Noushath, Ashok Rao, G. Hemantha Kumar:
Performance Evaluation of Subspace Methods And a Study of Their Robust Behavior. IICAI 2007: 601-620 - [c12]S. K. Niranjan, V. Vijay Kumar, G. Hemantha Kumar:
Unconstrained Handwritten Kannada Numeral Recognition: An Approach Based on Thinning and Distance Measure. IICAI 2007: 2096-2103 - [c11]Nagesha, G. Hemantha Kumar, Aradhya V. N. Manjunath, S. Noushath:
Incomplete Beta Function Based Multi Level Crossing Approach for Signal Sampling. IICAI 2007: 2104-2112 - [c10]Nagesha, G. Hemantha Kumar:
Signal Resampling Technique Combining Level Crossing and Auditory Features. PReMI 2007: 447-454 - [c9]Aradhya V. N. Manjunath, Ashok Rao, G. Hemantha Kumar:
Language Independent Skew Estimation Technique Based on Gaussian Mixture Models: A Case Study on South Indian Scripts. PReMI 2007: 487-494 - [c8]S. Noushath, Ashok Rao, G. Hemantha Kumar:
Mixture-of-Laplacian Faces and Its Application to Face Recognition. PReMI 2007: 568-575 - 2006
- [j4]Shaffi Noushath, G. Hemantha Kumar, P. Shivakumara:
Diagonal Fisher linear discriminant analysis for efficient face recognition. Neurocomputing 69(13-15): 1711-1716 (2006) - [j3]P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan:
Sliding window based approach for document image mosaicing. Image Vis. Comput. 24(1): 94-100 (2006) - [j2]Shaffi Noushath, G. Hemantha Kumar, P. Shivakumara:
(2D)2LDA: An efficient approach for face recognition. Pattern Recognit. 39(7): 1396-1400 (2006) - [j1]P. Shivakumara, G. Hemantha Kumar:
A novel boundary growing approach for accurate skew estimation of binary document images. Pattern Recognit. Lett. 27(7): 791-801 (2006) - [c7]D. R. Ramesh Babu, G. Hemantha Kumar, Kaustubh P. Pansare, Swapnil S. Bore:
Mosaicing Orthonormal Split Images: A Novel Approach Based on Junction Points. IPCV 2006: 184-190 - 2005
- [c6]P. Shivakumara, G. Hemantha Kumar, H. S. Varsha, S. Rekha, M. R. Rashmi Nayaka:
A New Moments based Skew Estimation Technique using Pixels in the Word for Binary Document Images. ICDAR 2005: 151-156 - [c5]P. Shivakumara, Aradhya V. N. Manjunath, G. Hemantha Kumar:
An Accurate and Efficient Skew Estimation Technique based on Moment of Inertia for Binary Document Images. IICAI 2005: 3115-3128 - [c4]Aradhya V. N. Manjunath, G. Hemantha Kumar, P. Shivakumara:
An Improved Version of 2-Steps Method for Accurate Thinning for Binary Document Images. IICAI 2005: 3129-3142 - 2004
- [c3]P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan:
An Efficient Skew Estimation Technique for Binary Document Images Based on Boundary Growing and Linear Regression Analysis. ICONIP 2004: 659-665 - 2003
- [c2]G. Hemantha Kumar, P. Shivakumara, S. Noushath, Aradhya V. N. Manjunath:
Feature Extraction for Alphanumeric Symbols Recognition: An Approach Based on Distance Measures. IICAI 2003: 590-599 - [c1]P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan:
Fourier Transform Based Column-Block and Row-Block Matching Procedure for Document Image Mosaicing. WILF 2003: 240-254
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