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ORCIDJules-Raymond Tapamo
Jules R. Tapamo
Person information
- affiliation: University of KwaZulu-Natal, Durban, South Africa
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2020 – today
- 2024
[j35]Adekanmi Adegun, Serestina Viriri, Jules-Raymond Tapamo:
Automated classification of remote sensing satellite images using deep learning based vision transformer. Appl. Intell. 54(24): 13018-13037 (2024)- [j34]Mohale Emmanuel Molefe, Jules R. Tapamo:
Classifying Roads with Multi-Step Graph Embeddings. Computación y Sistemas (CyS) 28(1) (2024) - [j33]Alaa Aldein M. S. Ibrahim, Jules-Raymond Tapamo:
A Survey of Vision-Based Methods for Surface Defects' Detection and Classification in Steel Products. Informatics 11(2): 25 (2024) - [j32]Thokozani Ngubane, Jules-Raymond Tapamo:
TableExtractNet: A Model of Automatic Detection and Recognition of Table Structures from Unstructured Documents. Informatics 11(4): 77 (2024) - [c58]Sanele Hlabisa, Ray Leroy Khuboni, Jules-Raymond Tapamo:
Automated Shipping Container Code Localization and Recognition Using Deep Learning. ICTAS 2024: 198-203 - [c57]Thokozani Ngubane, Jules-Raymond Tapamo:
Detection and Recognition of Table structures from Unstructured Documents. ICTAS 2024: 221-226 - 2023
- [j31]Adekanmi Adeyinka Adegun, Serestina Viriri, Jules-Raymond Tapamo:
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis. J. Big Data 10(1): 93 (2023) - [j30]Antoine Badi Mame
, Jules-Raymond Tapamo:
Parameter optimization of histogram-based local descriptors for facial expression recognition. PeerJ Comput. Sci. 9: e1388 (2023) - [c56]Rogerant Tshibangu, Jules R. Tapamo:
Improving Facial Emotional Recognition Using Convolution Neural Network with Minimal Layer. CECNet 2023: 672-682 - [c55]Mohale Emmanuel Molefe, Jules R. Tapamo:
A New Approach for Road Type Classification Using Multi-stage Graph Embedding Method. MCPR 2023: 23-35 - 2022
- [j29]Oluwakorede Monica Oluyide, Jules-Raymond Tapamo, Tom Mmbasu Walingo:
A semi-automatic motion-constrained Graph Cut algorithm for Pedestrian Detection in thermal surveillance videos. PeerJ Comput. Sci. 8: e1064 (2022) - [j28]Oluwakorede Monica Oluyide, Jules-Raymond Tapamo, Tom Mmbasu Walingo:
Automatic Dynamic Range Adjustment for Pedestrian Detection in Thermal (Infrared) Surveillance Videos. Sensors 22(5): 1728 (2022) - 2021
- [j27]Peter Ayokunle Popoola, Jules-Raymond Tapamo, Alain G. Assounga:
Cluster Analysis of Mixed and Missing Chronic Kidney Disease Data in KwaZulu-Natal Province, South Africa. IEEE Access 9: 52125-52143 (2021) - [j26]Arghavan Keivani, Farzad Ghayoor, Jules-Raymond Tapamo:
Collaborative Mobile Edge Computing in eV2X: A Solution for Low-Cost Driver Assistance Systems. Wirel. Pers. Commun. 118(3): 1869-1882 (2021) - [c54]Antoine Badi Mame, Jules R. Tapamo:
Hand Bone Age Estimation Using Deep Convolutional Neural Networks. ADMA 2021: 61-72 - [c53]Mohale Emmanuel Molefe, Jules-Raymond Tapamo:
Classification of Thermite Welding Defects using Local Binary Patterns and K Nearest Neighbors. ICTAS 2021: 91-96 - [c52]Mohale Emmanuel Molefe, Jules-Raymond Tapamo:
Classification of Rail Welding Defects Based on the Bag of Visual Words Approach. MCPR 2021: 207-218 - [c51]Oluwakorede M. Oluyide, Jules-Raymond Tapamo, Tom Walingo:
Fast Background Subtraction and Graph Cut for Thermal Pedestrian Detection. MCPR 2021: 219-228 - 2020
- [j25]Mkhuseli Ngxande, Jules-Raymond Tapamo, Michael Burke:
Bias Remediation in Driver Drowsiness Detection Systems Using Generative Adversarial Networks. IEEE Access 8: 55592-55601 (2020) - [j24]Divina Govender, Jules-Raymond Tapamo:
Spatio-Temporal Scale Coded Bag-of-Words. Sensors 20(21): 6380 (2020) - [c50]Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri:
Retinal Image Segmentation Through Valley Emphasis Thresholding of the Gabor Filter Response. ICCCI 2020: 516-527 - [c49]Divina Govender, Jules-Raymond Tapamo:
Factors Affecting the Cost to Accuracy Balance for Real-Time Video-Based Action Recognition. ICCSA (1) 2020: 807-818 - [c48]Sboniso Sifiso Mgaga, Jules-Raymond Tapamo, Nontokozo Portia Khanyile:
Optical Coherence Tomography Latent Fingerprint Image Denoising. ISVC (2) 2020: 694-705
2010 – 2019
- 2019
- [j23]Festus Osayamwen, Jules-Raymond Tapamo:
Deep Learning Class Discrimination Based on Prior Probability for Human Activity Recognition. IEEE Access 7: 14747-14756 (2019) - [j22]Raphael Angulu, Jules-Raymond Tapamo, Aderemi Oluyinka Adewumi:
Age-Group Estimation Using Feature and Decision Level Fusion. Comput. J. 62(3): 346-358 (2019) - [j21]Hannah Morenike Adebanjo, Jules-Raymond Tapamo:
Graph embedded discriminant analysis for the extraction of features in hyperspectral images. Int. J. Adv. Intell. Paradigms 14(3/4): 215-235 (2019) - [c47]Hannah Morenike Adebanjo, Jules-Raymond Tapamo:
Windowed Linear Feature Extraction for Hyperspectral Image Processing. AFRICON 2019: 1-6 - [c46]Ignace Tchangou Toudjeu, Jules-Raymond Tapamo:
A 2D Convolutional Neural Network Approach for Human Action Recognition. AFRICON 2019: 1-5 - [c45]Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri:
Exploring the Impact of Purity Gap Gain on the Efficiency and Effectiveness of Random Forest Feature Selection. ICCCI (1) 2019: 340-352 - [c44]Abuobayda M. Shabat, Jules R. Tapamo:
Circular Local Directional Pattern for Texture Analysis. MIKE 2019: 131-142 - [c43]Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri:
Random Forests with a Steepend Gini-Index Split Function and Feature Coherence Injection. MLN 2019: 255-272 - [i3]Mkhuseli Ngxande, Jules-Raymond Tapamo, Michael Burke:
DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis. CoRR abs/1903.02225 (2019) - [i2]Mkhuseli Ngxande, Jules-Raymond Tapamo, Michael Burke:
Detecting inter-sectional accuracy differences in driver drowsiness detection algorithms. CoRR abs/1904.12631 (2019) - [i1]Mkhuseli Ngxande, Jules-Raymond Tapamo, Michael Burke:
Bias Remediation in Driver Drowsiness Detection systems using Generative Adversarial Networks. CoRR abs/1912.12123 (2019) - 2018
- [j20]Raphael Angulu, Jules-Raymond Tapamo, Aderemi Oluyinka Adewumi:
Age estimation via face images: a survey. EURASIP J. Image Video Process. 2018: 42 (2018) - [j19]Abuobayda M. Shabat, Jules-Raymond Tapamo:
Angled local directional pattern for texture analysis with an application to facial expression recognition. IET Comput. Vis. 12(5): 603-608 (2018) - [j18]Oluwakorede M. Oluyide, Jules-Raymond Tapamo, Serestina Viriri:
Automatic lung segmentation based on Graph Cut using a distance-constrained energy. IET Comput. Vis. 12(5): 609-615 (2018) - [j17]Festus Osayamwen, Jules-Raymond Tapamo:
Improved eigenspectrum regularisation for human activity recognition. Int. J. Comput. Vis. Robotics 8(4): 435-454 (2018) - [c42]Mandlenkosi Victor Gwetu, Serestina Viriri, Jules-Raymond Tapamo:
Purity and Out of Bag Confidence Metrics for Random Forest Weighting. ICCCI (1) 2018: 491-502 - [c41]Ignace Tchangou Toudjeu, Jules-Raymond Tapamo:
Slope Pattern Spectra for Human Action Recognition. ICIAR 2018: 381-389 - [c40]Ashaylin Naidoo, Jules-Raymond Tapamo, Rethabile Khutlang:
Affective Computing: Using Covariance Descriptors for Facial Expression Recognition. ICISP 2018: 435-443 - [c39]Temitope Mapayi, Jules-Raymond Tapamo:
Performance comparison of supervised learning methods for retinal vessel tortuosity characterisation. ICTAS 2018: 1-7 - [c38]Louis Mothwa, Jules-Raymond Tapamo, Temitope Mapayi:
Conceptual Model of the Smart Attendance Monitoring System Using Computer Vision. SITIS 2018: 229-234 - [c37]Denver Naidoo, Jules-Raymond Tapamo, Tom Walingo:
Human Action Recognition using Spatial-Temporal Analysis and Bag of Visual Words. SITIS 2018: 697-702 - 2017
- [j16]Ross Philip Holder, Jules-Raymond Tapamo:
Improved gradient local ternary patterns for facial expression recognition. EURASIP J. Image Video Process. 2017: 42 (2017) - [j15]Keith Chikamai, Serestina Viriri, Jules-Raymond Tapamo:
Mammogram content-based image retrieval based on malignancy classification. Intell. Data Anal. 21(5): 1193-1212 (2017) - [c36]Usiholo Iruansi, Jules-Raymond Tapamo, Innocent E. Davidson:
Insulator condition using local binary patterns combined with support vector machines. AFRICON 2017: 21-25 - [c35]Raphael Angulu, Jules-Raymond Tapamo, Aderemi Oluyinka Adewumi:
Human age estimation using Multi-Frequency Biologically Inspired Features (MF-BIF). AFRICON 2017: 26-31 - [c34]Arghavan Keivani, Jules-Raymond Tapamo, Farzad Ghayoor:
Motion-based moving object detection and tracking using automatic K-means. AFRICON 2017: 32-37 - [c33]Abuobayda M. Shabat, Jules-Raymond Tapamo:
An Improved Scheme of Local Directional Pattern for Texture Analysis with an Application to Facial Expressions. CAIP (2) 2017: 165-177 - [c32]Kribashnee Dorasamy, Leandra Webb-Ray, Jules-Raymond Tapamo:
A Missing Singular Point Resistant Fingerprint Classification Technique, Based on Directional Patterns. CAIP (2) 2017: 178-189 - [c31]Raphael Angulu, Aderemi Oluyinka Adewumi, Jules-Raymond Tapamo:
Landmark localization approach for facial computing. ICTAS 2017: 1-6 - [c30]Raphael Angulu, Jules-Raymond Tapamo, Aderemi Oluyinka Adewumi:
Age Estimation with Local Ternary Directional Patterns. PSIVT 2017: 421-434 - [c29]Ross Philip Holder, Jules-Raymond Tapamo:
Using Facial Expression Recognition for Crowd Monitoring. PSIVT 2017: 463-476 - 2016
- [c28]Abuobayda M. Shabat, Jules-Raymond Tapamo:
Directional Local Binary Pattern for Texture Analysis. ICIAR 2016: 226-233 - [c27]Jules Raymond Kala, Serestina Viriri, Deshendran Moodley, Jules-Raymond Tapamo:
Leaf Classification Using Convexity Measure of Polygons. ICISP 2016: 51-60 - [c26]Usiholo Iruansi, Jules-Raymond Tapamo, Innocent E. Davidson:
An active contour approach to water droplets segmentation from insulators. ICIT 2016: 737-741 - [c25]Festus Osayamwen, Jules-Raymond Tapamo:
Within-class subspace regularization for human activity recognition. ICIT 2016: 804-807 - [c24]Kribashnee Dorasamy, Leandra Webb-Ray, Jules-Raymond Tapamo:
Evaluating the Change of Directional Patterns for Fingerprints with Missing Singular Points Under Rotation. ISVC (2) 2016: 555-565 - [c23]Temitope Mapayi, Jules-Raymond Tapamo:
SAHF: Unsupervised Texture-Based Multiscale with Multicolor Method for Retinal Vessel Delineation. ISVC (1) 2016: 639-648 - [c22]Temitope Mapayi, Jules-Raymond Tapamo:
Difference image and fuzzy c-means for detection of retinal vessels. SSIAI 2016: 169-172 - 2015
- [j14]Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo:
Adaptive Thresholding Technique for Retinal Vessel Segmentation Based on GLCM-Energy Information. Comput. Math. Methods Medicine 2015: 597475:1-597475:11 (2015) - [j13]Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo:
Comparative Study of Retinal Vessel Segmentation Based on Global Thresholding Techniques. Comput. Math. Methods Medicine 2015: 895267:1-895267:15 (2015) - [c21]Wehib A. Abdulahi, Jules-Raymond Tapamo:
Fast Chan-Vese without edges and connected component analysis for kidney segmentation in MRI images. AFRICON 2015: 1-5 - [c20]Usiholo Iruansi, Jules-Raymond Tapamo, Innocent E. Davidson:
An active contour approach to insulator segmentation. AFRICON 2015: 1-5 - [c19]Kribashnee Dorasamy, Leandra Webb, Jules-Raymond Tapamo:
Evaluating the Change in Fingerprint Directional Patterns under Variation of Rotation and Number of Regions. BIOSIG 2015: 169-180 - [c18]Hayden Faulkner, Ergnoor Shehu, Zygmunt L. Szpak, Wojciech Chojnacki, Jules-Raymond Tapamo, Anthony R. Dick, Anton van den Hengel:
A Study of the Region Covariance Descriptor: Impact of Feature Selection and Image Transformations. DICTA 2015: 1-8 - [c17]Kribashnee Dorasamy, Leandra Webb, Jules-Raymond Tapamo, Nontokozo P. Khanyile:
Fingerprint classification using a simplified rule-set based on directional patterns and singularity features. ICB 2015: 400-407 - [c16]Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo:
Retinal vessel segmentation based on phase congruence and GLCM sum-entropy. ICIT 2015: 1759-1764 - [c15]Avashna Govender, Febe de Wet, Jules-Raymond Tapamo:
HMM adaptation for child speech synthesis. INTERSPEECH 2015: 1640-1644 - 2014
- [j12]Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri:
Segmentation of retinal blood vessels using normalized Gabor filters and automatic thresholding. South Afr. Comput. J. 55: 12-24 (2014) - [c14]Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo:
A New Adaptive Thresholding Technique for Retinal Vessel Segmentation Based on Local Homogeneity Information. ICISP 2014: 558-567 - 2013
- [j11]Duncan Frost, Jules-Raymond Tapamo:
Detection and tracking of moving objects in a maritime environment using level set with shape priors. EURASIP J. Image Video Process. 2013: 42 (2013) - [j10]Keith Chikamai, Serestina Viriri, Jules-Raymond Tapamo:
Combining Feature Methods for Content-Based Classification of Mammogram Images. Int. J. Comput. Commun. Control 8(4): 499-513 (2013) - [j9]Yaseen Moolla, Serestina Viriri, Fulufhelo V. Nelwamondo, Jules-Raymond Tapamo:
Offline signature verification using locally optimized distance-based classification. South Afr. Comput. J. 50: 15-27 (2013) - 2012
- [j8]Deshendran Moodley, Ingo Simonis, Jules-Raymond Tapamo:
An Architecture for Managing Knowledge and System Dynamism in the Worldwide Sensor Web. Int. J. Semantic Web Inf. Syst. 8(1): 64-88 (2012) - [j7]Serestina Viriri, Jules-Raymond Tapamo:
Integrating Iris and Signature Traits for Personal Authentication Using User-SpecificWeighting. Sensors 12(4): 4324-4338 (2012) - [c13]Yaseen Moolla, Serestina Viriri, Jules-Raymond Tapamo, Fulufhelo V. Nelwamondo:
Local directional pattern based signature verification using weighted fractional distance classification. SAICSIT 2012: 79-83 - 2011
- [j6]Zygmunt L. Szpak, Jules-Raymond Tapamo:
Maritime surveillance: Tracking ships inside a dynamic background using a fast level-set. Expert Syst. Appl. 38(6): 6669-6680 (2011) - [c12]Hajra Momin, Jules-Raymond Tapamo:
Automatic Detection of Face and Facial Landmarks for Face Recognition. FGIT-SIP 2011: 244-253 - [c11]Phumzile P. Khumalo, Jules-Raymond Tapamo, Frans van den Bergh:
Rotation invariant texture feature algorithms for urban settlement classification. IGARSS 2011: 511-514 - [c10]Nontokozo P. Khanyile, Jules-Raymond Tapamo, Erick Dube:
A Comparative Study of Fingerprint Thinning algorithms. ISSA 2011 - [c9]Deshendran Moodley, Jules-Raymond Tapamo:
A Semantic Infrastructure for a Knowledge Driven Sensor Web. SSN 2011: 39-54
2000 – 2009
- 2009
- [c8]Zygmunt L. Szpak, Jules-Raymond Tapamo, Joe Roy-Aikins:
Design And Implementation Of An Interactive Interface For Power Plant Simulation. ECMS 2009: 768-775 - [c7]Serestina Viriri, Jules-Raymond Tapamo:
Signature Verification Based on Handwritten Text Recognition. FGIT-SIP 2009: 98-105 - [c6]Serestina Viriri, Jules-Raymond Tapamo:
Improving Iris-Based Personal Identification Using Maximum Rectangular Region Detection. ICDIP 2009: 421-425 - [c5]Alessio M. Brits, Jules-Raymond Tapamo:
A Shape and Energy Based Approach to Vertical People Separation in Video Surveillance. ISVC (2) 2009: 345-356 - 2008
- [j5]Jules-Raymond Tapamo, Etienne Barnard:
Guest editorial: pattern recognition especial edition. South Afr. Comput. J. 40: 3 (2008) - [j4]Zygmunt L. Szpak, Jules-Raymond Tapamo:
Automatic and interactive retinal vessel segmentation. South Afr. Comput. J. 40: 23-30 (2008) - [c4]Jean Vincent Fonou Dombeu, Jules-Raymond Tapamo:
Adaptive Detection of Regions of Interest for Face Recognition. IPCV 2008: 369-375 - [c3]Wayne Chelliah Naidoo, Jules-Raymond Tapamo:
A model of an intelligent video-based security surveillance system for general indoor/outdoor environments. SAICSIT 2008: 159-168 - 2007
- [j3]Ming-Wei Lin, Jules-Raymond Tapamo, Baird Ndovie:
A Texture-based Method for Document Segmentation and Classification. ARIMA J. 6: 4 (2007) - 2006
- [j2]Ming-Wei Lin, Jules-Raymond Tapamo, Baird Ndovie:
A texture-based method for document segmentation and classification. South Afr. Comput. J. 36: 49-56 (2006) - [c2]Johan Köhler, Jules-Raymond Tapamo:
Formal specification of region-based model for semantic extraction in road traffic monitoring. Afrigraph 2006: 155-159 - [c1]Ming-Wei Lin, Jules-Raymond Tapamo:
A Model of Real-Time Indoor Surveillance System using Behavior Detection. AIAI 2006: 204-211
1990 – 1999
- 1999
- [j1]Jules-Raymond Tapamo:
Multi-Scale Image Analysis by Pyramidal Algorithms. J. Math. Imaging Vis. 10(1): 87-95 (1999)
Coauthor Index
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