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ORCIDPalaiahnakote Shivakumara
Palaiahankote Shivakumara – Shivakumara Palaiahnakote – P. Shivakumara
Person information
- affiliation: University of Salford, Manchester, UK
- affiliation (former): University of Malaya, Kuala Lumpur, Malaysia
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Books and Theses
- 2021
[b2]Palaiahnakote Shivakumara, Umapada Pal
:
Cognitively Inspired Video Text Processing. Cognitive Intelligence and Robotics, Springer 2021, ISBN 978-981-16-7068-8, pp. 1-275- 2014
- [b1]Tong Lu, Shivakumara Palaiahnakote, Chew Lim Tan, Wenyin Liu:
Video Text Detection. Advances in Computer Vision and Pattern Recognition, Springer 2014, ISBN 978-1-4471-6514-9, pp. 1-254
Journal Articles
- 2024
- [j115]Palaiahnakote Shivakumara, Ayan Banerjee, Lokesh Nandanwar, Umapada Pal, Apostolos Antonacopoulos, Tong Lu, Michael Blumenstein:
A new deep CNN for 3D text localization in the wild through shadow removal. Comput. Vis. Image Underst. 238: 103863 (2024) - [j114]Wenbo Hu, Hongjian Zhan, Palaiahnakote Shivakumara, Umapada Pal, Yue Lu:
TANet: Text region attention learning for vehicle re-identification. Eng. Appl. Artif. Intell. 133: 108448 (2024) - [j113]Palaiahnakote Shivakumara, C. Pavan Kumar, Jagrut Nemade, Kshitiz Michael, Akash Kumar, Basavaraj S. Anami, Umapada Pal:
A new U-Net based system for multi-cultural wedding image classification. Expert Syst. Appl. 237(Part B): 121562 (2024) - [j112]Yangchen Xie, Xinyuan Chen, Hongjian Zhan, Palaiahnakote Shivakumara, Bing Yin, Cong Liu, Yue Lu:
Weakly supervised scene text generation for low-resource languages. Expert Syst. Appl. 237(Part C): 121622 (2024) - [j111]Xu-Yan Tan, Shivakumara Palaiahnakote, Weizhong Chen, Ke Cheng, Bowen Du:
A novel autoencoder for structural anomalies detection in river tunnel operation. Expert Syst. Appl. 244: 122906 (2024) - [j110]Shivakumara Palaiahnakote, Maryam Asadzadeh Kaljahi, Swati Kanchan, Umapada Pal, Daniel Lopresti, Tong Lu:
A robust script independent handwriting system for gender identification. Expert Syst. Appl. 249: 123576 (2024) - [j109]Dajian Zhong, Hongjian Zhan, Shujing Lyu, Cong Liu, Bing Yin, Palaiahnakote Shivakumara, Umapada Pal, Yue Lu:
NDOrder: Exploring a novel decoding order for scene text recognition. Expert Syst. Appl. 249: 123771 (2024) - [j108]Arnab Halder, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Palash Ghosal:
A Locally Weighted Linear Regression-Based Approach for Arbitrary Moving Shaky and Nonshaky Video Classification. Int. J. Pattern Recognit. Artif. Intell. 38(1): 2351019:1-2351019:20 (2024) - [j107]Gayatri Patil, Shivakumara Palaiahnakote, Shivanand S. Gornale, Daniel P. Lopresti:
Altered Handwritten Text Detection in Document Images Using Deep Learning. Int. J. Pattern Recognit. Artif. Intell. 38(3): 2452006:1-2452006:34 (2024) - [j106]P. Prajwal Kumar, Shivakumara Palaiahnakote, M. Basavanna, H. S. Ravikumar Patil, V. M. Vyshali:
A New Approach for Classification of Spices to Make Special Herbal Tea Using Caralluma Fimbriata. Int. J. Pattern Recognit. Artif. Intell. 38(6): 2457003:1-2457003:21 (2024) - [j105]Arastu Thakur, Surbhi Bhatia Khan, Shivakumara Palaiahnakote, V. Vinoth Kumar, Ahlam Almusharraf, Arwa A. Mashat:
An Adaptive Xception Model for Classification of Brain Tumors. Int. J. Pattern Recognit. Artif. Intell. 38(8): 2456005:1-2456005:23 (2024) - [j104]Ayan Banerjee, Palaiahnakote Shivakumara, Saumik Bhattacharya, Umapada Pal, Cheng-Lin Liu:
An end-to-end model for multi-view scene text recognition. Pattern Recognit. 149: 110206 (2024) - [j103]Ayan Banerjee, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Tong Lu, Josep Lladós:
TTS: Hilbert Transform-Based Generative Adversarial Network for Tattoo and Scene Text Spotting. IEEE Trans. Multim. 26: 8226-8241 (2024) - [j102]Lokesh Nandanwar, Palaiahnakote Shivakumara, Hamid Abdullah Jalab, Rabha W. Ibrahim, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Michael Blumenstein:
A Conformable Moments-Based Deep Learning System for Forged Handwriting Detection. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5407-5420 (2024) - 2023
- [j101]Kaijun Liu, Shujing Lyu, Palaiahnakote Shivakumara, Yue Lu:
Few-shot object segmentation with a new feature aggregation module. Displays 78: 102459 (2023) - [j100]Palaiahnakote Shivakumara, Ayush Roy, Lokesh Nandanwar, Umapada Pal, Yue Lu, Cheng-Lin Liu:
A New Lightweight Script Independent Scene Text Style Transfer Network. Int. J. Pattern Recognit. Artif. Intell. 37(13): 2353003:1-2353003:29 (2023) - [j99]Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein, Josep Lladós:
Classification of aesthetic natural scene images using statistical and semantic features. Multim. Tools Appl. 82(9): 13507-13532 (2023) - [j98]Zhiheng Huang, Palaiahnakote Shivakumara, Maryam Asadzadeh Kaljahi, Ahlad Kumar, Umapada Pal, Tong Lu, Michael Blumenstein:
Writer age estimation through handwriting. Multim. Tools Appl. 82(11): 16033-16055 (2023) - [j97]Gayatri Patil, Palaiahnakote Shivakumara, Shivanand S. Gornale, Umapada Pal, Michael Blumenstein:
A new robust approach for altered handwritten text detection. Multim. Tools Appl. 82(14): 20925-20949 (2023) - [j96]Xiaomeng Li, Hongjian Zhan, Palaiahnakote Shivakumara, Umapada Pal, Yue Lu:
SANet-SI: A new Self-Attention-Network for Script Identification in scene images. Pattern Recognit. Lett. 171: 45-52 (2023) - [j95]Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Cheng-Lin Liu, Yue Lu:
VQAPT: A New visual question answering model for personality traits in social media images. Pattern Recognit. Lett. 175: 66-73 (2023) - [j94]Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu:
A new ontology-based multimodal classification system for social media images of personality traits. Signal Image Video Process. 17(2): 543-551 (2023) - [j93]Kaijun Liu, Shujing Lyu, Palaiahnakote Shivakumara, Michael Blumenstein, Yue Lu:
A New Few-Shot Learning-Based Model for Prohibited Objects Detection in Cluttered Baggage X-Ray Images Through Edge Detection and Reverse Validation. IEEE Signal Process. Lett. 30: 1607-1611 (2023) - [j92]Palaiahnakote Shivakumara, Ayan Banerjee, Umapada Pal, Lokesh Nandanwar, Tong Lu, Cheng-Lin Liu:
A New Language-Independent Deep CNN for Scene Text Detection and Style Transfer in Social Media Images. IEEE Trans. Image Process. 32: 3552-3566 (2023) - 2022
- [j91]S. B. Mallikarjuna, Palaiahnakote Shivakumara, Vijeta Khare, M. Basavanna, Umapada Pal, B. Poornima:
Multi-gradient-direction based deep learning model for arecanut disease identification. CAAI Trans. Intell. Technol. 7(2): 156-166 (2022) - [j90]Dajian Zhong, Shujing Lyu, Palaiahankote Shivakumara, Umapada Pal, Yue Lu:
Text proposals with location-awareness-attention network for arbitrarily shaped scene text detection and recognition . Expert Syst. Appl. 205: 117564 (2022) - [j89]Palaiahnakote Shivakumara, Tanmay Jain, Umapada Pal, Nitish Surana, Apostolos Antonacopoulos, Tong Lu:
Text line segmentation from struck-out handwritten document images. Expert Syst. Appl. 210: 118266 (2022) - [j88]Dajian Zhong, Palaiahnakote Shivakumara, Lokesh Nandanwar, Umapada Pal, Michael Blumenstein, Yue Lu:
Local Resultant Gradient Vector Difference and Inpainting for 3D Text Detection in the Wild. Int. J. Pattern Recognit. Artif. Intell. 36(8): 2253005:1-2253005:25 (2022) - [j87]Palaiahnakote Shivakumara, Alloy Das, K. S. Raghunandan, Umapada Pal, Michael Blumenstein:
New Deep Spatio-Structural Features of Handwritten Text Lines for Document Age Classification. Int. J. Pattern Recognit. Artif. Intell. 36(9): 2252013:1-2252013:34 (2022) - [j86]Palaiahnakote Shivakumara, Pinaki Nath Chowdhury, Umapada Pal, David S. Doermann, Raghavendra Ramachandra, Tong Lu, Michael Blumenstein:
A Knowledge Enforcement Network-Based Approach for Classifying a Photographer's Images. Int. J. Pattern Recognit. Artif. Intell. 36(15): 2250046:1-2250046:29 (2022) - [j85]Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Tapabrata Chakraborti, Tong Lu, Mohamad Nizam Bin Ayub:
Fuzzy and genetic algorithm based approach for classification of personality traits oriented social media images. Knowl. Based Syst. 241: 108024 (2022) - [j84]Tapan Karnik, Palaiahnakote Shivakumara, Pinaki Nath Chowdhury, Umapada Pal, Tong Lu, Nor Badrul Anuar:
A new deep model for family and non-family photo identification. Multim. Tools Appl. 81(2): 1765-1785 (2022) - [j83]Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Lokesh Nandanwar, Faizal Samiron, Umapada Pal, Tong Lu:
Oil palm tree counting in drone images. Pattern Recognit. Lett. 153: 1-9 (2022) - [j82]Ayan Banerjee, Palaiahnakote Shivakumara, Umapada Pal, Ramachandra Raghavendra, Cheng-Lin Liu:
A comprehensive scheme for tattoo text detection. Pattern Recognit. Lett. 163: 168-179 (2022) - [j81]Ayush Mittal, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein:
A new method for detection and prediction of occluded text in natural scene images. Signal Process. Image Commun. 100: 116512 (2022) - [j80]Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Ramachandra Raghavendra, Sauradip Nag, Umapada Pal, Tong Lu, Daniel Lopresti:
An Episodic Learning Network for Text Detection on Human Bodies in Sports Images. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2279-2289 (2022) - [j79]Lokesh Nandanwar, Palaiahnakote Shivakumara, Raghavendra Ramachandra, Tong Lu, Umapada Pal, Apostolos Antonacopoulos, Yue Lu:
A New Deep Wavefront Based Model for Text Localization in 3D Video. IEEE Trans. Circuits Syst. Video Technol. 32(6): 3375-3389 (2022) - 2021
- [j78]Hamam Mokayed, Palaiahnakote Shivakumara, Rajkumar Saini, Marcus Liwicki, Loo Chee Hin, Umapada Pal:
Anomaly Detection in Natural Scene Images Based on Enhanced Fine-Grained Saliency and Fuzzy Logic. IEEE Access 9: 129102-129109 (2021) - [j77]Lokesh Nandanwar, Palaiahnakote Shivakumara, Swati Kanchan, V. Basavaraja, Devanur S. Guru, Umapada Pal, Tong Lu, Michael Blumenstein:
DCT-phase statistics for forged IMEI numbers and air ticket detection. Expert Syst. Appl. 164: 114014 (2021) - [j76]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) - [j75]Lokesh Nandanwar, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein:
A New Hybrid Method for Caption and Scene Text Classification in Action Video Images. Int. J. Pattern Recognit. Artif. Intell. 35(12): 2160009:1-2160009:23 (2021) - [j74]Lokesh Nandanwar, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Daniel Lopresti, Bhagesh Seraogi, Bidyut B. Chaudhuri:
A New Method for Detecting Altered Text in Document Images. Int. J. Pattern Recognit. Artif. Intell. 35(12): 2160010:1-2160010:22 (2021) - [j73]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) - [j72]Amin Khaksar Pour, Woo Chaw Seng, Shivakumara Palaiahnakote, Hamid Tahaei, Nor Badrul Anuar:
A survey on video content rating: taxonomy, challenges and open issues. Multim. Tools Appl. 80(16): 24121-24145 (2021) - [j71]Hamam Mokayed, Palaiahnakote Shivakumara, Hock Woon Hon, Mohan S. Kankanhalli, Tong Lu, Umapada Pal:
A new DCT-PCM method for license plate number detection in drone images. Pattern Recognit. Lett. 148: 45-53 (2021) - [j70]Tanmay Jain, Shivakumara Palaiahnakote, Umapada Pal, Cheng-Lin Liu:
Deformable scene text detection using harmonic features and modified pixel aggregation network. Pattern Recognit. Lett. 152: 135-142 (2021) - [j69]Minglong Xue, Palaiahnakote Shivakumara, Chao Zhang, Yao Xiao, Tong Lu, Umapada Pal, Daniel Lopresti, Zhibo Yang:
Arbitrarily-Oriented Text Detection in Low Light Natural Scene Images. IEEE Trans. Multim. 23: 2706-2720 (2021) - [j68]Lokesh Nandanwar, Palaiahnakote Shivakumara, Divya Krishnani, Raghavendra Ramachandra, Tong Lu, Umapada Pal, Mohan S. Kankanhalli:
A New Foreground-Background based Method for Behavior-Oriented Social Media Image Classification. ACM Trans. Multim. Comput. Commun. Appl. 17(4): 132:1-132:25 (2021) - [j67]Palaiahnakote Shivakumara, Alireza Alaei, Umapada Pal:
Mining text from natural scene and video images: A survey. WIREs Data Mining Knowl. Discov. 11(6) (2021) - 2020
- [j66]Subhankar Ghosh, Palaiahnakote Shivakumara, Prasun Roy, Umapada Pal, Tong Lu:
Graphology based handwritten character analysis for human behaviour identification. CAAI Trans. Intell. Technol. 5(1): 55-65 (2020) - [j65]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) - [j64]Lokesh Nandanwar, Palaiahnakote Shivakumara, Prabir Mondal, Karpuravalli Srinivas Raghunandan, Umapada Pal, Tong Lu, Daniel Lopresti:
Forged text detection in video, scene, and document images. IET Image Process. 14(17): 4744-4755 (2020) - [j63]Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Saqib Hakak, Mohd Yamani Idna Bin Idris, Mohammad Hossein Anisi, Deepu Rajan:
Saliency-based bit plane detection for network applications. Multim. Tools Appl. 79(25-26): 18495-18513 (2020) - [j62]Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein:
A new augmentation-based method for text detection in night and day license plate images. Multim. Tools Appl. 79(43-44): 33303-33330 (2020) - [j61]Sauradip Nag, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein:
A new unified method for detecting text from marathon runners and sports players in video (PR-D-19-01078R2). Pattern Recognit. 107: 107476 (2020) - [j60]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) - [j59]Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Swati Kanchan, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Daniel Lopresti:
Graph attention network for detecting license plates in crowded street scenes. Pattern Recognit. Lett. 140: 18-25 (2020) - [j58]Ala'a R. Al-Shamasneh, Hamid Abdullah Jalab, Palaiahnakote Shivakumara, Rabha W. Ibrahim, Unaizah Hanum Binti Obaidellah:
Kidney segmentation in MR images using active contour model driven by fractional-based energy minimization. Signal Image Video Process. 14(7): 1361-1368 (2020) - [j57]Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Hamid Abdullah Jalab, Rabha W. Ibrahim, Umapada Pal, Tong Lu:
A new Fractal Series Expansion based enhancement model for license plate recognition. Signal Process. Image Commun. 89: 115958 (2020) - 2019
- [j56]Saqib Hakak, Amirrudin Kamsin, Palaiahnakote Shivakumara, Gulshan Amin Gilkar, Wazir Zada Khan, Muhammad Imran:
Exact String Matching Algorithms: Survey, Issues, and Future Research Directions. IEEE Access 7: 69614-69637 (2019) - [j55]Yirui Wu, Yuechao He, Palaiahnakote Shivakumara, Ziming Li, Hongxin Guo, Tong Lu:
Channel-wise attention model-based fire and rating level detection in video. CAAI Trans. Intell. Technol. 4(2): 117-121 (2019) - [j54]Palaiahnakote Shivakumara, Sangheeta Roy, Hamid Abdullah Jalab, Rabha W. Ibrahim, Umapada Pal, Tong Lu, Vijeta Khare, Ainuddin Wahid Bin Abdul Wahab:
Fractional means based method for multi-oriented keyword spotting in video/scene/license plate images. Expert Syst. Appl. 118: 1-19 (2019) - [j53]Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Mohd Yamani Idna Bin Idris, Mohammad Hossein Anisi, Tong Lu, Michael Blumenstein, Noorzaily Mohamed Noor:
An automatic zone detection system for safe landing of UAVs. Expert Syst. Appl. 122: 319-333 (2019) - [j52]Vijeta Khare, Palaiahnakote Shivakumara, Chee Seng Chan, Tong Lu, Kim Meng Liang, Hock Woon Hon, Michael Blumenstein:
A novel character segmentation-reconstruction approach for license plate recognition. Expert Syst. Appl. 131: 219-239 (2019) - [j51]Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Tianping Hu, Hamid Abdullah Jalab, Rabha W. Ibrahim, Michael Blumenstein, Tong Lu, Mohamad Nizam Bin Ayub:
A geometric and fractional entropy-based method for family photo classification. Expert Syst. Appl. X 3: 100008 (2019) - [j50]Karan Maheshwari, Alex Noel Joseph Raj, Vijayalakshmi G. V. Mahesh, Zhemin Zhuang, Elizabeth Rufus, Palaiahnakote Shivakumara, Ganesh R. Naik:
Bilingual text detection in natural scene images using invariant moments. J. Intell. Fuzzy Syst. 37(5): 6773-6784 (2019) - [j49]Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Mohd Yamani Idna Bin Idris, Mohammad Hossein Anisi, Michael Blumenstein:
A new image size reduction model for an efficient visual sensor network. J. Vis. Commun. Image Represent. 63 (2019) - [j48]Maryam Asadzadeh Kaljahi, Shivakumara Palaiahnakote, Mohammad Hossein Anisi, Mohd Yamani Idna Bin Idris, Michael Blumenstein, Muhammad Khurram Khan:
A scene image classification technique for a ubiquitous visual surveillance system. Multim. Tools Appl. 78(5): 5791-5818 (2019) - [j47]Minglong Xue, Palaiahnakote Shivakumara, Chao Zhang, Tong Lu, Umapada Pal:
Curved text detection in blurred/non-blurred video/scene images. Multim. Tools Appl. 78(18): 25629-25653 (2019) - [j46]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) - 2018
- [j45]Palaiahnakote Shivakumara, Dongqi Tang, Maryam Asadzadehkaljahi, Tong Lu, Umapada Pal, Mohammad Hossein Anisi:
CNN-RNN based method for license plate recognition. CAAI Trans. Intell. Technol. 3(3): 169-175 (2018) - [j44]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) - [j43]Ala'a R. Al-Shamasneh, Hamid Abdullah Jalab, Shivakumara Palaiahnakote, Unaizah Hanum Binti Obaidellah, Rabha W. Ibrahim, Moumen T. El-Melegy:
A New Local Fractional Entropy-Based Model for Kidney MRI Image Enhancement. Entropy 20(5): 344 (2018) - [j42]S. V. Aruna Kumar, B. S. Harish, P. Shivakumara:
A novel fuzzy clustering based system for medical image segmentation. Int. J. Comput. Intell. Stud. 7(1): 33-66 (2018) - [j41]Sangheeta Roy, Palaiahnakote Shivakumara, Namita Jain, Vijeta Khare, Anjan Dutta, Umapada Pal, Tong Lu:
Rough-fuzzy based scene categorization for text detection and recognition in video. Pattern Recognit. 80: 64-82 (2018) - [j40]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) - 2017
- [j39]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) - [j38]Vijeta Khare, Palaiahnakote Shivakumara, Raveendran Paramesran, Michael Blumenstein:
Arbitrarily-oriented multi-lingual text detection in video. Multim. Tools Appl. 76(15): 16625-16655 (2017) - [j37]Palaiahnakote Shivakumara, Ramachandra Raghavendra, Longfei Qin, Kiran B. Raja, Tong Lu, Umapada Pal:
A new multi-modal approach to bib number/text detection and recognition in Marathon images. Pattern Recognit. 61: 479-491 (2017) - [j36]Palaiahnakote Shivakumara, Liang Wu, Tong Lu, Chew Lim Tan, Michael Blumenstein, Basavaraj S. Anami:
Fractals based multi-oriented text detection system for recognition in mobile video images. Pattern Recognit. 68: 158-174 (2017) - 2016
- [j35]Ze-Huan Yuan, Hao Wang, Limin Wang, Tong Lu, Shivakumara Palaiahnakote, Chew Lim Tan:
Modeling spatial layout for scene image understanding via a novel multiscale sum-product network. Expert Syst. Appl. 63: 231-240 (2016) - [j34]Diaa M. Uliyan, Hamid Abdullah Jalab, Ainuddin Wahid Abdul Wahab, Palaiahnakote Shivakumara, Somayeh Sadeghi:
A novel forged blurred region detection system for image forensic applications. Expert Syst. Appl. 64: 1-10 (2016) - [j33]Hao Wang, Tong Lu, Yiming Wang, Palaiahnakote Shivakumara, Chew Lim Tan:
Weakly-supervised region annotation for understanding scene images. Multim. Tools Appl. 75(6): 3027-3051 (2016) - [j32]Jiamin Xu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Seiichi Uchida:
A new method for multi-oriented graphics-scene-3D text classification in video. Pattern Recognit. 49: 19-42 (2016) - [j31]Sangheeta Roy, Palaiahnakote Shivakumara, Hamid Abdullah Jalab, Rabha W. Ibrahim, Umapada Pal, Tong Lu:
Fractional poisson enhancement model for text detection and recognition in video frames. Pattern Recognit. 52: 433-447 (2016) - [j30]Vijeta Khare, Palaiahnakote Shivakumara, Paramesran Raveendran, Michael Blumenstein:
A blind deconvolution model for scene text detection and recognition in video. Pattern Recognit. 54: 128-148 (2016) - [j29]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) - 2015
- [j28]Palaiahnakote Shivakumara, Ze-Huan Yuan, Danni Zhao, Tong Lu, Chew Lim Tan:
New Gradient-Spatial-Structural Features for video script identification. Comput. Vis. Image Underst. 130: 35-53 (2015) - [j27]Sangheeta Roy, Palaiahnakote Shivakumara, Partha Pratim Roy, Umapada Pal, Chew Lim Tan, Tong Lu:
Bayesian classifier for multi-oriented video text recognition system. Expert Syst. Appl. 42(13): 5554-5566 (2015) - [j26]Vijeta Khare, Palaiahnakote Shivakumara, Paramesran Raveendran:
A new Histogram Oriented Moments descriptor for multi-oriented moving text detection in video. Expert Syst. Appl. 42(21): 7627-7640 (2015) - [j25]Yirui Wu, Palaiahnakote Shivakumara, Wang Wei, Tong Lu, Umapada Pal:
A new ring radius transform-based thinning method for multi-oriented video characters. Int. J. Document Anal. Recognit. 18(2): 137-151 (2015) - [j24]Shangxuan Tian, Palaiahnakote Shivakumara, Trung Quy Phan, Tong Lu, Chew Lim Tan:
Character shape restoration system through medial axis points in video. Neurocomputing 161: 183-198 (2015) - [j23]Tong Lu, Yukang Jin, Feng Su, Palaiahnakote Shivakumara, Chew Lim Tan:
Content-oriented multimedia document understanding through cross-media correlation. Multim. Tools Appl. 74(18): 8105-8135 (2015) - [j22]Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan:
Piece-wise linearity based method for text frame classification in video. Pattern Recognit. 48(3): 862-881 (2015) - [j21]Guozhu Liang, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan:
Multi-Spectral Fusion Based Approach for Arbitrarily Oriented Scene Text Detection in Video Images. IEEE Trans. Image Process. 24(11): 4488-4501 (2015) - [j20]Liang Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan:
A New Technique for Multi-Oriented Scene Text Line Detection and Tracking in Video. IEEE Trans. Multim. 17(8): 1137-1152 (2015) - 2014
- [j19]Anhar Risnumawan, Palaiahnakote Shivakumara, Chee Seng Chan, Chew Lim Tan:
A robust arbitrary text detection system for natural scene images. Expert Syst. Appl. 41(18): 8027-8048 (2014) - [j18]Palaiahnakote Shivakumara, Anjan Dutta, Chew Lim Tan, Umapada Pal:
Multi-oriented scene text detection in video based on wavelet and angle projection boundary growing. Multim. Tools Appl. 72(1): 515-539 (2014) - [j17]Trung Quy Phan, Palaiahnakote Shivakumara, Souvik Bhowmick, Shimiao Li, Chew Lim Tan, Umapada Pal:
Semiautomatic Ground Truth Generation for Text Detection and Recognition in Video Images. IEEE Trans. Circuits Syst. Video Technol. 24(8): 1277-1287 (2014) - 2013
- [j16]Rong Huang, Palaiahnakote Shivakumara, Yaokai Feng, Seiichi Uchida:
Scene Character Detection and Recognition with Cooperative Multiple-Hypothesis Framework. IEICE Trans. Inf. Syst. 96-D(10): 2235-2244 (2013) - [j15]Palaiahnakote Shivakumara, Trung Quy Phan, Souvik Bhowmick, Chew Lim Tan, Umapada Pal:
A novel ring radius transform for video character reconstruction. Pattern Recognit. 46(1): 131-140 (2013) - [j14]Palaiahnakote Shivakumara, Trung Quy Phan, Shijian Lu, Chew Lim Tan:
Gradient Vector Flow and Grouping-Based Method for Arbitrarily Oriented Scene Text Detection in Video Images. IEEE Trans. Circuits Syst. Video Technol. 23(10): 1729-1739 (2013) - 2012
- [j13]Palaiahnakote Shivakumara, Deepu Rajan, Suresh Anand Sadananthan:
New Edge Characteristics for Scene and Object Classification. Int. J. Pattern Recognit. Artif. Intell. 26(1) (2012) - [j12]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) - [j11]Palaiahnakote Shivakumara, Rushi Padhuman Sreedhar, Trung Quy Phan, Shijian Lu, Chew Lim Tan:
Multioriented Video Scene Text Detection Through Bayesian Classification and Boundary Growing. IEEE Trans. Circuits Syst. Video Technol. 22(8): 1227-1235 (2012) - 2011
- [j10]P. Shivakumara, Trung Quy Phan, Chew Lim Tan:
A Laplacian Approach to Multi-Oriented Text Detection in Video. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 412-419 (2011) - [j9]Palaiahnakote Shivakumara, Anjan Dutta, Trung Quy Phan, Chew Lim Tan, Umapada Pal:
A novel mutual nearest neighbor based symmetry for text frame classification in video. Pattern Recognit. 44(8): 1671-1683 (2011) - 2010
- [j8]Palaiahnakote Shivakumara, Weihua Huang, Trung Quy Phan, Chew Lim Tan:
Accurate video text detection through classification of low and high contrast images. Pattern Recognit. 43(6): 2165-2185 (2010) - [j7]Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan:
New Fourier-Statistical Features in RGB Space for Video Text Detection. IEEE Trans. Circuits Syst. Video Technol. 20(11): 1520-1532 (2010) - 2007
- [j6]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) - [j5]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) - 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)
Conference and Workshop Papers
- 2024
- [c127]Arnab Halder, Shivakumara Palaiahnakote, Umapada Pal, Michael Blumenstein, Cheng-Lin Liu:
A New Unsupervised Approach for Text Localization in Shaky and Non-shaky Scene Video. ICDAR (5) 2024: 162-179 - 2023
- [c126]Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Ram Sarkar:
A New Contrastive Learning Based Model for Estimating Degree of Multiple Personality Traits Using Social Media Posts. ACPR (2) 2023: 15-29 - [c125]Arnab Halder, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein:
A New Transformer-Based Approach for Text Detection in Shaky and Non-shaky Day-Night Video. ACPR (2) 2023: 30-44 - [c124]Nikhil Prashant Mudhalwadkar, Hamam Mokayed, Lama Alkhaled, Palaiahnakote Shivakumara, Yan Chai Hum:
Anime Sketch Colourization Using Enhanced Pix2pix GAN. ACPR (1) 2023: 148-164 - [c123]Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Shivanand S. Gornale, Cheng-Lin Liu:
A New Lightweight Attention-Based Model for Emotion Recognition on Distorted Social Media Face Images. ACPR (2) 2023: 243-257 - [c122]Soumi Das, Palaiahnakote Shivakumara, Umapada Pal, Raghavendra Ramachandra:
Gaussian Kernels Based Network for Multiple License Plate Number Detection in Day-Night Images. ICDAR (5) 2023: 70-87 - [c121]Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Hamam Mokayed, Marcus Liwicki:
Fourier Feature-based CBAM and Vision Transformer for Text Detection in Drone Images. ICDAR Workshops (2) 2023: 257-271 - [c120]Jacintha Menezes, Ramalingam Dharmalingam, Palaiahnakote Shivakumara:
HLB Disease Detection in Omani Lime Trees Using Hyperspectral Imaging Based Techniques. RTIP2R (2) 2023: 67-81 - 2022
- [c119]Dajian Zhong, Shujing Lyu, Palaiahnakote Shivakumara, Bing Yin, Jiajia Wu, Umapada Pal, Yue Lu:
SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition. ECCV (28) 2022: 464-480 - [c118]Nilanjana Chatterjee, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Yue Lu:
Anomaly Handwritten Text Detection for Automatic Descriptive Answer Evaluation. ICCPR 2022: 334-340 - [c117]Aritro Pal Choudhury, Palaiahnakote Shivakumara, Umapada Pal, Cheng-Lin Liu:
EAU-Net: A New Edge-Attention Based U-Net for Nationality Identification. ICFHR 2022: 137-152 - [c116]Amish Kumar, Palaiahnakote Shivakumara, Pinaki Nath Chowdhury, Umapada Pal, Cheng-Lin Liu:
DPAM: A New Deep Parallel Attention Model for Multiple License Plate Number Recognition. ICPR 2022: 1485-1491 - [c115]Ayan Banerjee, Palaiahnakote Shivakumara, Parikshit Acharya, Umapada Pal, Josep Lladós Canet:
TWD: A New Deep E2E Model for Text Watermark/Caption and Scene Text Detection in Video. ICPR 2022: 1492-1498 - [c114]Kunal Biswas, Palaiahnakote Shivakumara, Sittravell Sivanthi, Umapada Pal, Yue Lu, Cheng-Lin Liu, Mohamad Nizam Bin Ayub:
A New Deep Fuzzy Based MSER Model for Multiple Document Images Classification. ICPRAI (1) 2022: 358-370 - [c113]Amish Kumar, Palaiahnakote Shivakumara, Umapada Pal:
RDMMLND: A New Robust Deep Model for Multiple License Plate Number Detection in Video. ICPRAI (1) 2022: 489-501 - 2021
- [c112]Ayan Banerjee, Palaiahnakote Shivakumara, Soumyajit Pal, Umapada Pal, Cheng-Lin Liu:
DCT-DWT-FFT Based Method for Text Detection in Underwater Images. ACPR (2) 2021: 218-233 - [c111]Palaiahnakote Shivakumara, Tanmay Jain, Nitish Surana, Umapada Pal, Tong Lu, Michael Blumenstein, Sukalpa Chanda:
A Connected Component-Based Deep Learning Model for Multi-type Struck-Out Component Classification. ICDAR Workshops (2) 2021: 158-173 - [c110]Tamal Chowdhury, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Ramachandra Raghavendra, Sukalpa Chanda:
DCINN: Deformable Convolution and Inception Based Neural Network for Tattoo Text Detection Through Skin Region. ICDAR (2) 2021: 335-350 - [c109]Guangchen Shi, Yirui Wu, Shivakumara Palaiahnakote, Umapada Pal, Tong Lu:
ARNet: Active-Reference Network for Few-Shot Image Semantic Segmentation. ICME 2021: 1-6 - 2020
- [c108]Ayush Mittal, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein, Daniel Lopresti:
A New Context-Based Method for Restoring Occluded Text in Natural Scene Images. DAS 2020: 466-480 - [c107]Lokesh Nandanwar, Palaiahnakote Shivakumara, Ahlad Kumar, Tong Lu, Umapada Pal, Daniel Lopresti:
A New Common Points Detection Method for Classification of 2D and 3D Texts in Video/Scene Images. DAS 2020: 512-528 - [c106]Lokesh Nandanwar, Palaiahnakote Shivakumara, Ramachandra Raghavendra, Tong Lu, Umapada Pal, Daniel Lopresti, Nor Badrul Anuar:
Local Gradient Difference Features for Classification of 2D-3D Natural Scene Text Images. ICPR 2020: 1112-1119 - [c105]Lokesh Nandanwar, Palaiahnakote Shivakumara, Sayani Kundu, Umapada Pal, Tong Lu, Daniel Lopresti:
Chebyshev-Harmonic-Fourier-Moments and Deep CNNs for Detecting Forged Handwriting. ICPR 2020: 6562-6569 - [c104]Lokesh Nandanwar, Palaiahnakote Shivakumara, Suvojit Manna, Umapada Pal, Tong Lu, Michael Blumenstein:
A New DCT-FFT Fusion Based Method for Caption and Scene Text Classification in Action Video Images. ICPRAI 2020: 80-92 - [c103]Lokesh Nandanwar, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Daniel Lopresti, Bhagesh Seraogi, Bidyut B. Chaudhuri:
A New Method for Detecting Altered Text in Document Images. ICPRAI 2020: 93-108 - 2019
- [c102]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 - [c101]Sayani Kundu, Palaiahnakote Shivakumara, Anaica Grouver, Umapada Pal, Tong Lu, Michael Blumenstein:
A New Forged Handwriting Detection Method Based on Fourier Spectral Density and Variation. ACPR (1) 2019: 136-150 - [c100]Divya Krishnani, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Raghavendra Ramachandra:
Structure Function Based Transform Features for Behavior-Oriented Social Media Image Classification. ACPR (1) 2019: 594-608 - [c99]Soumyadip Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein:
New Moments Based Fuzzy Similarity Measure for Text Detection in Distorted Social Media Images. ACPR (1) 2019: 720-734 - [c98]Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Michael Blumenstein:
A New U-Net Based License Plate Enhancement Model in Night and Day Images. ACPR (1) 2019: 749-763 - [c97]Yao Xiao, Minglong Xue, Tong Lu, Yirui Wu, Shivakumara Palaiahnakote:
A Text-Context-Aware CNN Network for Multi-oriented and Multi-language Scene Text Detection. ICDAR 2019: 695-700 - [c96]V. Basavaraja, Palaiahnakote Shivakumara, D. S. Guru, Umapada Pal, Tong Lu, Michael Blumenstein:
Age Estimation using Disconnectedness Features in Handwriting. ICDAR 2019: 1131-1136 - [c95]Sauradip Nag, Raghavendra Ramachandra, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Mohan S. Kankanhalli:
CRNN Based Jersey-Bib Number/Text Recognition in Sports and Marathon Images. ICDAR 2019: 1149-1156 - [c94]Yisheng Yue, Palaiahnakote Shivakumara, Yirui Wu, Liping Zhu, Tong Lu, Umapada Pal:
An Automatic System for Generating Artificial Fake Character Images. MMM (2) 2019: 291-301 - 2018
- [c93]Saqib Hakak, Amirrudin Kamsin, Palaiahnakote Shivakumara, Omar Tayan, Mohd Yamani Idna Bin Idris, Gulshan Amin Gilkar:
An Efficient Text Representation for Searching and Retrieving Classical Diacritical Arabic Text. ACLING 2018: 150-157 - [c92]Wencan Zhong, Alex Noel Joseph Raj, Palaiahnakote Shivakumara, Zhemin Zhuang, Tong Lu, Umapada Pal:
A New Shadow Detection and Depth Removal Method for 3D Text Recognition in Scene Images. CSAI/ICIMT 2018: 277-281 - [c91]Palaiahnakote Shivakumara, V. Basavaraja, Harsha S. Gowda, D. S. Guru, Umapada Pal, Tong Lu:
A New RGB Based Fusion for Forged IMEI Number Detection in Mobile Images. ICFHR 2018: 386-391 - [c90]B. J. Navya, Palaiahnakote Shivakumara, G. C. Swetha, Sangheeta Roy, D. S. Guru, Umapada Pal, Tong Lu:
Adaptive Multi-Gradient Kernels for Handwritting Based Gender Identification. ICFHR 2018: 392-397 - [c89]Sauradip Nag, Palaiahnakote Shivakumara, Yirui Wu, Umapada Pal, Tong Lu:
New COLD Feature Based Handwriting Analysis for Enthnicity/Nationality Identification. ICFHR 2018: 523-527 - [c88]Yirui Wu, Weigang Xu, Jun Feng, Shivakumara Palaiahnakote, Tong Lu:
Local and Global Bayesian Network based Model for Flood Prediction. ICPR 2018: 225-230 - [c87]Yirui Wu, Zhaoyang Liu, Weigang Xu, Jun Feng, Shivakumara Palaiahnakote, Tong Lu:
Context-Aware Attention LSTM Network for Flood Prediction. ICPR 2018: 1301-1306 - [c86]Xuerong Wu, Palaiahnakote Shivakumara, Liping Zhu, Hualu Zhang, Jie Shi, Tong Lu, Umapada Pal, Michael Blumenstein:
Fourier Transform based Features for Clean and Polluted Water Image Classification. ICPR 2018: 1707-1712 - [c85]Yirui Wu, Zhikai Li, Shivakumara Palaiahnakote, Tong Lu:
Em-SLAM: a Fast and Robust Monocular SLAM Method for Embedded Systems. ICPR 2018: 1882-1887 - [c84]Vijeta Khare, Palaiahnakote Shivakumara, B. J. Navya, G. C. Swetha, D. S. Guru, Umapada Pal, Tong Lu:
Weighted-Gradient Features for Handwritten Line Segmentation. ICPR 2018: 3651-3656 - [c83]B. J. Navya, G. C. Swetha, Palaiahnakote Shivakumara, Sangheeta Roy, D. S. Guru, Umapada Pal, Tong Lu:
Multi-Gradient Directional Features for Gender Identification. ICPR 2018: 3657-3662 - [c82]Maryam Asadzadeh Kaljahi, P. V. Vidya Varshini, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Devanur S. Guru:
Word-Wise Handwriting Based Gender Identification Using Multi-Gabor Response Fusion. DAR@ICVGIP 2018: 119-132 - [c81]Wenhai Wang, Yirui Wu, Palaiahnakote Shivakumara, Tong Lu:
Cloud of Line Distribution and Random Forest Based Text Detection from Natural/Video Scene Images. MMM (2) 2018: 48-60 - [c80]Chao Zhang, Palaiahnakote Shivakumara, Minglong Xue, Liping Zhu, Tong Lu, Umapada Pal:
New Fusion Based Enhancement for Text Detection in Night Video Footage. PCM (3) 2018: 46-56 - [c79]Minglei Yuan, Palaiahnakote Shivakumara, Hao Kong, Tong Lu, Umapada Pal:
Text Component Reconstruction for Tracking in Video. PCM (1) 2018: 437-447 - 2017
- [c78]Yirui Wu, Zhou-Yu Meng, Shivakumara Palaiahnakote, Tong Lu:
Compressing YOLO Network by Compressive Sensing. ACPR 2017: 19-24 - [c77]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 - [c76]Palaiahnakote Shivakumara, Aishik Konwer, Abir Bhowmick, Vijeta Khare, Umapada Pal, Tong Lu:
A New GVF Arrow Pattern for Character Segmentation from Double Line License Plate Images. ACPR 2017: 782-787 - [c75]Sangheeta Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Ainuddin Wahid Bin Abdul Wahab:
Temporal Integration for Word-Wise Caption and Scene Text Identification. ICDAR 2017: 349-354 - [c74]Sangheeta Roy, Palaiahnakote Shivakumara, Namita Jain, Vijeta Khare, Umapada Pal, Tong Lu:
New Fuzzy-Mass Based Features for Video Image Type Categorization. ICDAR 2017: 838-843 - [c73]Zhen Wang, Palaiahnakote Shivakumara, Tong Lu, Mahadevappa Basavanna, Umapada Pal, Michael Blumenstein:
Fourier-Residual for Printer Identification. ICDAR 2017: 1114-1119 - [c72]Yirui Wu, Wenhai Wang, Shivakumara Palaiahnakote, Tong Lu:
A Robust Symmetry-Based Method for Scene/Video Text Detection through Neural Network. ICDAR 2017: 1249-1254 - [c71]Ruo-Ze Liu, Xin Sun, Hailiang Xu, Palaiahnakote Shivakumara, Feng Su, Tong Lu, Ruoyu Yang:
Robust Scene Text Detection for Multi-script Languages Using Deep Learning. MMM (1) 2017: 329-340 - [c70]Wenhai Wang, Yirui Wu, Shivakumara Palaiahnakote, Tong Lu, Jun Liu:
Cloud of Line Distribution for Arbitrary Text Detection in Scene/Video/License Plate Images. PCM (1) 2017: 433-443 - 2016
- [c69]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 - [c68]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 - [c67]Sangheeta Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Chew Lim Tan:
New Tampered Features for Scene and Caption Text Classification in Video Frame. ICFHR 2016: 36-41 - [c66]Longfei Qin, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Chew Lim Tan:
Video scene text frames categorization for text detection and recognition. ICPR 2016: 3886-3891 - [c65]Vijeta Khare, Palaiahnakote Shivakumara, Ahlad Kumar, Chee Seng Chan, Tong Lu, Michael Blumenstein:
A quad tree based method for blurred and non-blurred video text frames classification through quality metrics. ICPR 2016: 4023-4028 - 2015
- [c64]Palaiahnakote Shivakumara, Guozhu Liang, Sangheeta Roy, Umapada Pal, Tong Lu:
New texture-spatial features for keyword spotting in video images. ACPR 2015: 391-395 - [c63]Vijeta Khare, Palaiahnakote Shivakumara, Paramesran Raveendran, Kim Meng Liang, Hock Woon Hon:
A new sharpness based approach for character segmentation in License plate images. ACPR 2015: 544-548 - [c62]Jiamin Xu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Michael Blumenstein:
Text detection in born-digital images by mass estimation. ACPR 2015: 690-694 - [c61]Qisu Li, Tong Lu, Palaiahnakote Shivakumara, Umapada Pal, Chew Lim Tan:
A new method based on bag of filters for character recognition in scene images by learning. ICDAR 2015: 391-395 - [c60]Guozhu Liang, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan:
A new wavelet-Laplacian method for arbitrarily-oriented character segmentation in video text lines. ICDAR 2015: 926-930 - [c59]Sangheeta Roy, Palaiahnakote Shivakumara, Prabir Mondal, Ramachandra Raghavendra, Umapada Pal, Tong Lu:
A New Multi-modal Technique for Bib Number/Text Detection in Natural Images. PCM (1) 2015: 483-494 - [c58]Yangbing Weng, Palaiahnakote Shivakumara, Tong Lu, Kim Meng Liang, Hock Woon Hon:
A New Multi-spectral Fusion Method for Degraded Video Text Frame Enhancement. PCM (1) 2015: 495-506 - 2014
- [c57]Liang Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan:
Text Detection Using Delaunay Triangulation in Video Sequence. Document Analysis Systems 2014: 41-45 - [c56]P. Shivakumara, Mahamad Suhil, D. S. Guru, Chew Lim Tan:
A New Laplacian Method for Arbitrarily-Oriented Word Segmentation in Video. Document Analysis Systems 2014: 339-343 - [c55]P. Shivakumara, N. Vinay Kumar, D. S. Guru, Chew Lim Tan:
Separation of Graphics (Superimposed) and Scene Text in Video Frames. Document Analysis Systems 2014: 344-348 - [c54]Ze-Huan Yuan, Tong Lu, Palaiahnakote Shivakumara:
A Novel Topic-Level Random Walk Framework for Scene Image Co-segmentation. ECCV (1) 2014: 695-709 - [c53]Palaiahnakote Shivakumara, Mohamed Lubani, KokSheik Wong, Tong Lu:
Optical flow based dynamic curved video text detection. ICIP 2014: 1668-1672 - [c52]Tong Lu, Liang Wu, Xiaolin Ma, Palaiahnakote Shivakumara, Chew Lim Tan:
Anomaly Detection through Spatio-temporal Context Modeling in Crowded Scenes. ICPR 2014: 2203-2208 - [c51]Jiamin Xu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan:
2D and 3D Video Scene Text Classification. ICPR 2014: 2932-2937 - [c50]Palaiahnakote Shivakumara, Nabin Sharma, Umapada Pal, Michael Blumenstein, Chew Lim Tan:
Gradient-Angular-Features for Word-wise Video Script Identification. ICPR 2014: 3098-3103 - [c49]Jiamin Xu, Palaiahnakote Shivakumara, Tong Lu, Trung Quy Phan, Chew Lim Tan:
Graphics and Scene Text Classification in Video. ICPR 2014: 4714-4719 - [c48]Kazuki Minemura, Shivakumara Palaiahnakote, KokSheik Wong:
Multi-oriented text detection for intra-frame in H.264/AVC video. ISPACS 2014: 330-335 - [c47]Vijeta Khare, Palaiahnakote Shivakumara, Paramesran Raveendran:
Multi-oriented moving text detection. ISPACS 2014: 347-352 - 2013
- [c46]Sangheeta Roy, Partha Pratim Roy, Palaiahnakote Shivakumara, Georgios Louloudis, Chew Lim Tan, Umapada Pal:
HMM-Based Multi Oriented Text Recognition in Natural Scene Image. ACPR 2013: 288-292 - [c45]Trung Quy Phan, Palaiahnakote Shivakumara, Shangxuan Tian, Chew Lim Tan:
Recognizing Text with Perspective Distortion in Natural Scenes. ICCV 2013: 569-576 - [c44]Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan:
A New Method for Character Segmentation from Multi-oriented Video Words. ICDAR 2013: 413-417 - [c43]Rong Huang, Palaiahnakote Shivakumara, Seiichi Uchida:
Scene Character Detection by an Edge-Ray Filter. ICDAR 2013: 462-466 - [c42]Trung Quy Phan, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan:
Recognition of Video Text through Temporal Integration. ICDAR 2013: 589-593 - [c41]P. Shivakumara, H. T. Basavaraju, D. S. Guru, Chew Lim Tan:
Detection of Curved Text in Video: Quad Tree Based Method. ICDAR 2013: 594-598 - [c40]Shangxuan Tian, Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan:
Scene Character Reconstruction through Medial Axis. ICDAR 2013: 1360-1364 - [c39]Sangheeta Roy, Partha Pratim Roy, Palaiahnakote Shivakumara, Umapada Pal:
Word recognition in natural scene and video images using Hidden Markov Model. NCVPRIPG 2013: 1-4 - 2012
- [c38]Danni Zhao, Palaiahnakote Shivakumara, Shijian Lu, Chew Lim Tan:
New Spatial-Gradient-Features for Video Script Identification. Document Analysis Systems 2012: 38-42 - [c37]Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan:
A New Method for Arbitrarily-Oriented Text Detection in Video. Document Analysis Systems 2012: 74-78 - [c36]Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan:
A New Method for Word Segmentation from Arbitrarily-Oriented Video Text Lines. DICTA 2012: 1-8 - [c35]Palaiahnakote Shivakumara, Ding Bei Hong, Danni Zhao, Chew Lim Tan, Umapada Pal:
A new Iterative-Midpoint-Method for video character gap filling. ICPR 2012: 673-676 - [c34]Rong Huang, Shinpei Oba, Palaiahnakote Shivakumara, Seiichi Uchida:
Scene character detection and recognition based on multiple hypotheses framework. ICPR 2012: 717-720 - [c33]Trung Quy Phan, Palaiahnakote Shivakumara, Chew Lim Tan:
Text detection in natural scenes using Gradient Vector Flow-Guided symmetry. ICPR 2012: 3296-3299 - [c32]Sangheeta Roy, Palaiahnakote Shivakumara, Partha Pratim Roy, Chew Lim Tan:
Wavelet-gradient-fusion for video text binarization. ICPR 2012: 3300-3303 - [c31]Trung Quy Phan, Palaiahnakote Shivakumara, Chew Lim Tan:
Detecting text in the real world. ACM Multimedia 2012: 765-768 - 2011
- [c30]Palaiahnakote Shivakumara, Souvik Bhowmick, Bolan Su, Chew Lim Tan, Umapada Pal:
A New Gradient Based Character Segmentation Method for Video Text Recognition. ICDAR 2011: 126-130 - [c29]Palaiahnakote Shivakumara, Trung Quy Phan, Shijian Lu, Chew Lim Tan:
Video Character Recognition through Hierarchical Classification. ICDAR 2011: 131-135 - [c28]Trung Quy Phan, Palaiahnakote Shivakumara, Bolan Su, Chew Lim Tan:
A Gradient Vector Flow-Based Method for Video Character Segmentation. ICDAR 2011: 1024-1028 - [c27]Deepak Rajendran, Palaiahnakote Shivakumara, Bolan Su, Shijian Lu, Chew Lim Tan:
A New Fourier-Moments Based Video Word and Character Extraction Method for Recognition. ICDAR 2011: 1165-1169 - [c26]Trung Quy Phan, Palaiahnakote Shivakumara, Zhang Ding, Shijian Lu, Chew Lim Tan:
Video Script Identification Based on Text Lines. ICDAR 2011: 1240-1244 - [c25]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
- [c24]Trung Quy Phan, Palaiahnakote Shivakumara, Chew Lim Tan:
A skeleton-based method for multi-oriented video text detection. Document Analysis Systems 2010: 271-278 - [c23]Palaiahnakote Shivakumara, Anjan Dutta, Chew Lim Tan, Umapada Pal:
A new wavelet-median-moment based method for multi-oriented video text detection. Document Analysis Systems 2010: 279-286 - [c22]Devanur S. Guru, S. Manjunath, P. Shivakumara, Chew Lim Tan:
An eigen value based approach for text detection in video. Document Analysis Systems 2010: 501-506 - [c21]Palaiahnakote Shivakumara, Anjan Dutta, Umapada Pal, Chew Lim Tan:
A New Method for Handwritten Scene Text Detection in Video. ICFHR 2010: 387-392 - [c20]Palaiahnakote Shivakumara, Anjan Dutta, Chew Lim Tan, Umapada Pal:
A New Symmetry Based on Proximity of Wavelet-Moments for Text Frame Classification in Video. ICPR 2010: 129-132 - [c19]Palaiahnakote Shivakumara, Chew Lim Tan:
Novel Edge Features for Text Frame Classification in Video. ICPR 2010: 3191-3194 - [c18]Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan:
New Wavelet and Color Features for Text Detection in Video. ICPR 2010: 3996-3999 - 2009
- [c17]Trung Quy Phan, Palaiahnakote Shivakumara, Chew Lim Tan:
A Laplacian Method for Video Text Detection. ICDAR 2009: 66-70 - [c16]Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan:
A Gradient Difference Based Technique for Video Text Detection. ICDAR 2009: 156-160 - [c15]Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan:
A Robust Wavelet Transform Based Technique for Video Text Detection. ICDAR 2009: 1285-1289 - [c14]Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan:
Video text detection based on filters and edge features. ICME 2009: 514-517 - [c13]B. H. Shekar, G. Thippeswamy, P. Shivakumara:
Discriminative Scale Invariant Feature Transform (SIFT-FLD) model for efficient representation and accurate recognition of faces. IICAI 2009: 1914-1927 - [c12]B. H. Shekar, M. Sharmila Kumari, P. Shivakumara:
SIFT-PCA: An efficient and accurate face representation and recognition model. IICAI 2009: 1969-1980 - 2008
- [c11]Palaiahnakote Shivakumara, Weihua Huang, Chew Lim Tan:
An Efficient Edge Based Technique for Text Detection in Video Frames. Document Analysis Systems 2008: 307-314 - [c10]Weihua Huang, Palaiahnakote Shivakumara, Chew Lim Tan:
Detecting moving text in video using temporal information. ICPR 2008: 1-4 - [c9]Palaiahnakote Shivakumara, Weihua Huang, Chew Lim Tan:
Efficient video text detection using edge features. ICPR 2008: 1-4 - [c8]Palaiahnakote Shivakumara, Deepu Rajan, Suresh Anand Sadananthan:
Image classification: Are rule-based systems effective when classes are fixed and known? ICPR 2008: 1-4 - 2007
- [c7]P. Shivakumara, S. Noushath, G. Hemantha Kumar:
New Filter Based Unsupervised Rules for Boolean Blur Metric. ICCTA 2007: 611-617 - 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
Parts in Books or Collections
- 2023
- [p1]A. Anitha, P. Shivakumara, Shreyansh Jain, Vidhi Agarwal:
Convolution Neural Network and Auto-encoder Hybrid Scheme for Automatic Colorization of Grayscale Images. Smart Computer Vision 2023: 253-271
Editorship
- 2020
- [e2]Shivakumara Palaiahnakote, Gabriella Sanniti di Baja, Liang Wang, Wei Qi Yan:
Pattern Recognition - 5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26-29, 2019, Revised Selected Papers, Part I. Lecture Notes in Computer Science 12046, Springer 2020, ISBN 978-3-030-41403-0 [contents] - [e1]Shivakumara Palaiahnakote, Gabriella Sanniti di Baja, Liang Wang, Wei Qi Yan:
Pattern Recognition - 5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26-29, 2019, Revised Selected Papers, Part II. Lecture Notes in Computer Science 12047, Springer 2020, ISBN 978-3-030-41298-2 [contents]
Informal and Other Publications
- 2024
- [i8]Hamam Mokayed, Rajkumar Saini, Oluwatosin Adewumi, Lama Alkhaled, Björn Backe, Palaiahnakote Shivakumara, Olle Hagner, Yan Chai Hum:
Vehicle Detection Performance in Nordic Region. CoRR abs/2403.15017 (2024) - 2023
- [i7]Hamam Mokayed, Palaiahnakote Shivakumara, Lama Alkhaled, Rajkumar Saini, Muhammad Zeshan Afzal, Yan Chai Hum, Marcus Liwicki:
Robust and Fast Vehicle Detection using Augmented Confidence Map. CoRR abs/2304.14462 (2023) - [i6]Yangchen Xie, Xinyuan Chen, Hongjian Zhan, Palaiahankote Shivakumara, Bing Yin, Cong Liu, Yue Lu:
Weakly Supervised Scene Text Generation for Low-resource Languages. CoRR abs/2306.14269 (2023) - 2022
- [i5]Dajian Zhong, Shujing Lyu, Palaiahnakote Shivakumara, Bing Yin, Jiajia Wu, Umapada Pal, Yue Lu:
SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition. CoRR abs/2207.10256 (2022) - 2020
- [i4]Sauradip Nag, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein:
A New Unified Method for Detecting Text from Marathon Runners and Sports Players in Video. CoRR abs/2005.12524 (2020) - 2018
- [i3]Sauradip Nag, Palaiahnakote Shivakumara, Yirui Wu, Umapada Pal, Tong Lu:
A New COLD Feature based Handwriting Analysis for Ethnicity/Nationality Identification. CoRR abs/1806.07072 (2018) - 2017
- [i2]P. Shivakumara, D. S. Guru, H. T. Basavaraju:
Color and Gradient Features for Text Segmentation from Video Frames. CoRR abs/1708.06561 (2017) - 2015
- [i1]B. H. Shekar, L. Smitha M., P. Shivakumara:
Discrete Wavelet Transform and Gradient Difference based approach for text localization in videos. CoRR abs/1502.06703 (2015)
Coauthor Index
D. S. Guru
aka: Devanur S. Guru
aka: Devanur S. Guru
Maryam Asadzadeh Kaljahi
aka: Maryam Asadzadehkaljahi
aka: Maryam Asadzadehkaljahi
Daniel P. Lopresti
aka: Daniel Lopresti
aka: Daniel Lopresti
[b1] [j115] [j110] [j103] [j102] [j99] [j98] [j94] [j92] [j89] [j86] [j85] [j84] [j83] [j81] [j80] [j79] [j77] [j76] [j75] [j74] [j73] [j71] [j69] [j68] [j66] [j65] [j64] [j62] [j61] [j60] [j59] [j57] [j55] [j54] [j53] [j52] [j51] [j47] [j46] [j45] [j44] [j41] [j40] [j39] [j37] [j36] [j35] [j33] [j32] [j31] [j29] [j28] [j27] [j25] [j24] [j23] [j21] [j20] [c125] [c118] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [c101] [c100] [c99] [c98] [c97] [c96] [c95] [c94] [c92] [c91] [c90] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c62] [c61] [c60] [c59] [c58] [c57] [c54] [c53] [c52] [c51] [c49] [c42] [i4] [i3]
[b2] [j115] [j114] [j113] [j110] [j109] [j108] [j104] [j103] [j102] [j100] [j99] [j98] [j97] [j96] [j95] [j94] [j92] [j91] [j90] [j89] [j88] [j87] [j86] [j85] [j84] [j83] [j82] [j81] [j80] [j79] [j78] [j77] [j76] [j75] [j74] [j73] [j71] [j70] [j69] [j68] [j67] [j66] [j64] [j62] [j61] [j60] [j59] [j57] [j54] [j47] [j46] [j45] [j44] [j41] [j40] [j39] [j37] [j31] [j27] [j25] [j22] [j18] [j17] [j15] [j9] [c127] [c126] [c125] [c123] [c122] [c121] [c119] [c118] [c117] [c116] [c115] [c114] [c113] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [c101] [c100] [c99] [c98] [c96] [c95] [c94] [c92] [c91] [c90] [c89] [c86] [c84] [c83] [c82] [c80] [c79] [c77] [c76] [c75] [c74] [c73] [c69] [c68] [c67] [c66] [c64] [c61] [c59] [c50] [c46] [c44] [c39] [c37] [c36] [c35] [c30] [c23] [c21] [c20] [i5] [i4] [i3]
Ramachandra Raghavendra
aka: Raghavendra Ramachandra
aka: Raghavendra Ramachandra
[b1] [j36] [j35] [j33] [j32] [j29] [j28] [j27] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j15] [j14] [j11] [j10] [j9] [j8] [j7] [c67] [c66] [c62] [c61] [c60] [c57] [c56] [c55] [c52] [c51] [c50] [c49] [c46] [c45] [c44] [c42] [c41] [c40] [c38] [c37] [c36] [c35] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c11] [c10] [c9]
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