Palaiahnakote Shivakumara

According to our database, Palaiahnakote Shivakumara authored at least 262 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Struck-out handwritten word detection and restoration for automatic descriptive answer evaluation.

Dajian Zhong, Shivakumara Palaiahnakote, Umapada Pal, Yue Lu

Signal Process. Image Commun., 2025

A novel domain independent scene text localizer.

Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Cheng-Lin Liu

Pattern Recognit., 2025

2024

An Adaptive Xception Model for Classification of Brain Tumors.

Arastu Thakur, Surbhi Bhatia Khan, Shivakumara Palaiahnakote, V. Vinoth Kumar, Ahlam Almusharraf, Arwa A. Mashat

Int. J. Pattern Recognit. Artif. Intell., June, 2024

A New Approach for Classification of Spices to Make Special Herbal Tea Using Caralluma Fimbriata.

P. Prajwal Kumar, Shivakumara Palaiahnakote, M. Basavanna, H. S. Ravikumar Patil, V. M. Vyshali

Int. J. Pattern Recognit. Artif. Intell., May, 2024

A Conformable Moments-Based Deep Learning System for Forged Handwriting Detection.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Hamid Abdullah Jalab, Rabha W. Ibrahim, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Michael Blumenstein

IEEE Trans. Neural Networks Learn. Syst., April, 2024

Altered Handwritten Text Detection in Document Images Using Deep Learning.

Gayatri Patil, Shivakumara Palaiahnakote, Shivanand S. Gornale, Daniel P. Lopresti

Int. J. Pattern Recognit. Artif. Intell., March, 2024

Weakly supervised scene text generation for low-resource languages.

Yangchen Xie, Xinyuan Chen, Hongjian Zhan, Palaiahnakote Shivakumara, Bing Yin, Cong Liu, Yue Lu

Expert Syst. Appl., March, 2024

A new U-Net based system for multi-cultural wedding image classification.

Palaiahnakote Shivakumara, C. Pavan Kumar, Jagrut Nemade, Kshitiz Michael, Akash Kumar, Basavaraj S. Anami, Umapada Pal

Expert Syst. Appl., March, 2024

A Locally Weighted Linear Regression-Based Approach for Arbitrary Moving Shaky and Nonshaky Video Classification.

Arnab Halder, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Palash Ghosal

Int. J. Pattern Recognit. Artif. Intell., January, 2024

A new deep CNN for 3D text localization in the wild through shadow removal.

Palaiahnakote Shivakumara, Ayan Banerjee, Lokesh Nandanwar, Umapada Pal, Apostolos Antonacopoulos, Tong Lu, Michael Blumenstein

Comput. Vis. Image Underst., January, 2024

TTS: Hilbert Transform-Based Generative Adversarial Network for Tattoo and Scene Text Spotting.

Ayan Banerjee, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Tong Lu, Josep Lladós

IEEE Trans. Multim., 2024

An end-to-end model for multi-view scene text recognition.

Ayan Banerjee, Palaiahnakote Shivakumara, Saumik Bhattacharya, Umapada Pal, Cheng-Lin Liu

Pattern Recognit., 2024

Soft set-based MSER end-to-end system for occluded scene text detection, recognition and prediction.

Alloy Das, Shivakumara Palaiahnakote, Ayan Banerjee, Apostolos Antonacopoulos, Umapada Pal

Knowl. Based Syst., 2024

NDOrder: Exploring a novel decoding order for scene text recognition.

Dajian Zhong, Hongjian Zhan, Shujing Lyu, Cong Liu, Bing Yin, Palaiahnakote Shivakumara, Umapada Pal, Yue Lu

Expert Syst. Appl., 2024

A novel autoencoder for structural anomalies detection in river tunnel operation.

Xu-Yan Tan, Shivakumara Palaiahnakote, Weizhong Chen, Ke Cheng, Bowen Du

Expert Syst. Appl., 2024

A robust script independent handwriting system for gender identification.

Shivakumara Palaiahnakote, Maryam Asadzadeh Kaljahi, Swati Kanchan, Umapada Pal, Daniel Lopresti, Tong Lu

Expert Syst. Appl., 2024

TANet: Text region attention learning for vehicle re-identification.

Wenbo Hu, Hongjian Zhan, Palaiahnakote Shivakumara, Umapada Pal, Yue Lu

Eng. Appl. Artif. Intell., 2024

Oil palm tree detection in UAV imagery using an enhanced RetinaNet.

Sheng Siang Lee, Lam Ghai Lim, Shivakumara Palaiahnakote, Jin Xi Cheong, Serene Sow Mun Lock, Mohamad Nizam Bin Ayub

Comput. Electron. Agric., 2024

A New Attention Based UNet and Gated Edge Attention Network for Retinal Vessel Segmentation.

Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Sukalpa Chanda

Proceedings of the Pattern Recognition - 27th International Conference, 2024

PCGAUNet: Pixel Correlation and Gaussian Attention Driven Network for Text Segmentation.

Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Raghavendra Ramachandra

Proceedings of the Pattern Recognition - 27th International Conference, 2024

XLSI: A New Xception and Log Polar Transform Based Approach for Scene Text Script Identification.

Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Michael Blumenstein

Proceedings of the Pattern Recognition - 27th International Conference, 2024

DITS: A New Domain Independent Text Spotter.

Kunal Purkayastha, Shashwat Sarkar, Palaiahnakote Shivakumara, Umapada Pal, Palash Ghosal, Xiao-Jun Wu

Proceedings of the Pattern Recognition - 27th International Conference, 2024

DATR: Domain Agnostic Text Recognizer.

Kunal Purkayastha, Shashwat Sarkar, Shivakumara Palaiahnakote, Umapada Pal, Palash Ghosal

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Vehicle Detection Performance in Nordic Region.

Hamam Mokayed, Rajkumar Saini, Oluwatosin Adewumi, Lama Alkhaled, Björn Backe, Palaiahnakote Shivakumara, Olle Hagner, Yan Chai Hum

Proceedings of the Pattern Recognition - 27th International Conference, 2024

A New HourGlass Network for Detecting Text in Shaky and Non-shaky Video Frames.

Arnab Halder, Shivakumara Palaiahnakote, Umapada Pal, Michael Blumenstein, Shivanand S. Gornale

Proceedings of the Pattern Recognition - 27th International Conference, 2024

A New StyleGAN Latent Space Based Model for Image Style Transfer.

Rakesh Dey, Shivakumara Palaiahnakote, Saumik Bhattacharya, Sukalpa Chanda, Umapada Pal

Proceedings of the Pattern Recognition - 27th International Conference, 2024

A New Impressive and Expressive Features Based Model for Personality Traits Identification.

Kunal Biswas, Shivakumara Palaiahnakote, Umapada Pal, Sukalpa Chanda, Xiao-Jun Wu

Proceedings of the Pattern Recognition - 27th International Conference, 2024

A New Unsupervised Approach for Text Localization in Shaky and Non-shaky Scene Video.

Arnab Halder, Shivakumara Palaiahnakote, Umapada Pal, Michael Blumenstein, Cheng-Lin Liu

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

2023

VQAPT: A New visual question answering model for personality traits in social media images.

Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Cheng-Lin Liu, Yue Lu

Pattern Recognit. Lett., November, 2023

A New Lightweight Script Independent Scene Text Style Transfer Network.

Palaiahnakote Shivakumara, Ayush Roy, Lokesh Nandanwar, Umapada Pal, Yue Lu, Cheng-Lin Liu

Int. J. Pattern Recognit. Artif. Intell., October, 2023

Few-shot object segmentation with a new feature aggregation module.

Kaijun Liu, Shujing Lyu, Palaiahnakote Shivakumara, Yue Lu

Displays, July, 2023

Writer age estimation through handwriting.

Zhiheng Huang, Palaiahnakote Shivakumara, Maryam Asadzadeh Kaljahi, Ahlad Kumar, Umapada Pal, Tong Lu, Michael Blumenstein

Multim. Tools Appl., May, 2023

Classification of aesthetic natural scene images using statistical and semantic features.

Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein, Josep Lladós

Multim. Tools Appl., April, 2023

A new ontology-based multimodal classification system for social media images of personality traits.

Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu

Signal Image Video Process., March, 2023

A New Language-Independent Deep CNN for Scene Text Detection and Style Transfer in Social Media Images.

Palaiahnakote Shivakumara, Ayan Banerjee, Umapada Pal, Lokesh Nandanwar, Tong Lu, Cheng-Lin Liu

IEEE Trans. Image Process., 2023

A New Few-Shot Learning-Based Model for Prohibited Objects Detection in Cluttered Baggage X-Ray Images Through Edge Detection and Reverse Validation.

Kaijun Liu, Shujing Lyu, Palaiahnakote Shivakumara, Michael Blumenstein, Yue Lu

IEEE Signal Process. Lett., 2023

SANet-SI: A new Self-Attention-Network for Script Identification in scene images.

Xiaomeng Li, Hongjian Zhan, Palaiahnakote Shivakumara, Umapada Pal, Yue Lu

Pattern Recognit. Lett., 2023

A new robust approach for altered handwritten text detection.

Gayatri Patil, Palaiahnakote Shivakumara, Shivanand S. Gornale, Umapada Pal, Michael Blumenstein

Multim. Tools Appl., 2023

Robust and Fast Vehicle Detection using Augmented Confidence Map.

Hamam Mokayed, Palaiahnakote Shivakumara, Lama Alkhaled, Rajkumar Saini, Muhammad Zeshan Afzal, Yan Chai Hum, Marcus Liwicki

CoRR, 2023

HLB Disease Detection in Omani Lime Trees Using Hyperspectral Imaging Based Techniques.

Jacintha Menezes, Ramalingam Dharmalingam, Palaiahnakote Shivakumara

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2023

Fourier Feature-based CBAM and Vision Transformer for Text Detection in Drone Images.

Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Hamam Mokayed, Marcus Liwicki

Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

Gaussian Kernels Based Network for Multiple License Plate Number Detection in Day-Night Images.

Soumi Das, Palaiahnakote Shivakumara, Umapada Pal, Raghavendra Ramachandra

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

A New Lightweight Attention-Based Model for Emotion Recognition on Distorted Social Media Face Images.

Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Shivanand S. Gornale, Cheng-Lin Liu

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

Anime Sketch Colourization Using Enhanced Pix2pix GAN.

Nikhil Prashant Mudhalwadkar, Hamam Mokayed, Lama Alkhaled, Palaiahnakote Shivakumara, Yan Chai Hum

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

A New Transformer-Based Approach for Text Detection in Shaky and Non-shaky Day-Night Video.

Arnab Halder, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

A New Contrastive Learning Based Model for Estimating Degree of Multiple Personality Traits Using Social Media Posts.

Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Ram Sarkar

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

Convolution Neural Network and Auto-encoder Hybrid Scheme for Automatic Colorization of Grayscale Images.

A. Anitha, P. Shivakumara, Shreyansh Jain, Vidhi Agarwal

Proceedings of the Smart Computer Vision, 2023

2022

A Knowledge Enforcement Network-Based Approach for Classifying a Photographer's Images.

Palaiahnakote Shivakumara, Pinaki Nath Chowdhury, Umapada Pal, David S. Doermann, Raghavendra Ramachandra, Tong Lu, Michael Blumenstein

Int. J. Pattern Recognit. Artif. Intell., December, 2022

A New Deep Wavefront Based Model for Text Localization in 3D Video.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Raghavendra Ramachandra, Tong Lu, Umapada Pal, Apostolos Antonacopoulos, Yue Lu

IEEE Trans. Circuits Syst. Video Technol., 2022

An Episodic Learning Network for Text Detection on Human Bodies in Sports Images.

Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Ramachandra Raghavendra, Sauradip Nag, Umapada Pal, Tong Lu, Daniel Lopresti

IEEE Trans. Circuits Syst. Video Technol., 2022

A new method for detection and prediction of occluded text in natural scene images.

Ayush Mittal, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein

Signal Process. Image Commun., 2022

Oil palm tree counting in drone images.

Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Lokesh Nandanwar, Faizal Samiron, Umapada Pal, Tong Lu

Pattern Recognit. Lett., 2022

A comprehensive scheme for tattoo text detection.

Ayan Banerjee, Palaiahnakote Shivakumara, Umapada Pal, Ramachandra Raghavendra, Cheng-Lin Liu

Pattern Recognit. Lett., 2022

A new deep model for family and non-family photo identification.

Tapan Karnik, Palaiahnakote Shivakumara, Pinaki Nath Chowdhury, Umapada Pal, Tong Lu, Nor Badrul Anuar

Multim. Tools Appl., 2022

Fuzzy and genetic algorithm based approach for classification of personality traits oriented social media images.

Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Tapabrata Chakraborti, Tong Lu, Mohamad Nizam Bin Ayub

Knowl. Based Syst., 2022

Local Resultant Gradient Vector Difference and Inpainting for 3D Text Detection in the Wild.

Dajian Zhong, Palaiahnakote Shivakumara, Lokesh Nandanwar, Umapada Pal, Michael Blumenstein, Yue Lu

Int. J. Pattern Recognit. Artif. Intell., 2022

New Deep Spatio-Structural Features of Handwritten Text Lines for Document Age Classification.

Palaiahnakote Shivakumara, Alloy Das, K. S. Raghunandan, Umapada Pal, Michael Blumenstein

Int. J. Pattern Recognit. Artif. Intell., 2022

Text proposals with location-awareness-attention network for arbitrarily shaped scene text detection and recognition .

Dajian Zhong, Shujing Lyu, Palaiahankote Shivakumara, Umapada Pal, Yue Lu

Expert Syst. Appl., 2022

Text line segmentation from struck-out handwritten document images.

Palaiahnakote Shivakumara, Tanmay Jain, Umapada Pal, Nitish Surana, Apostolos Antonacopoulos, Tong Lu

Expert Syst. Appl., 2022

Multi-gradient-direction based deep learning model for arecanut disease identification.

S. B. Mallikarjuna, Palaiahnakote Shivakumara, Vijeta Khare, M. Basavanna, Umapada Pal, B. Poornima

CAAI Trans. Intell. Technol., 2022

RDMMLND: A New Robust Deep Model for Multiple License Plate Number Detection in Video.

Amish Kumar, Palaiahnakote Shivakumara, Umapada Pal

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

A New Deep Fuzzy Based MSER Model for Multiple Document Images Classification.

Kunal Biswas, Palaiahnakote Shivakumara, Sittravell Sivanthi, Umapada Pal, Yue Lu, Cheng-Lin Liu, Mohamad Nizam Bin Ayub

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

DPAM: A New Deep Parallel Attention Model for Multiple License Plate Number Recognition.

Amish Kumar, Palaiahnakote Shivakumara, Pinaki Nath Chowdhury, Umapada Pal, Cheng-Lin Liu

Proceedings of the 26th International Conference on Pattern Recognition, 2022

TWD: A New Deep E2E Model for Text Watermark/Caption and Scene Text Detection in Video.

Ayan Banerjee, Palaiahnakote Shivakumara, Parikshit Acharya, Umapada Pal, Josep Lladós Canet

Proceedings of the 26th International Conference on Pattern Recognition, 2022

EAU-Net: A New Edge-Attention Based U-Net for Nationality Identification.

Aritro Pal Choudhury, Palaiahnakote Shivakumara, Umapada Pal, Cheng-Lin Liu

Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022

Anomaly Handwritten Text Detection for Automatic Descriptive Answer Evaluation.

Nilanjana Chatterjee, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Yue Lu

Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, 2022

SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition.

Dajian Zhong, Shujing Lyu, Palaiahnakote Shivakumara, Bing Yin, Jiajia Wu, Umapada Pal, Yue Lu

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Cognitively Inspired Video Text Processing

Palaiahnakote Shivakumara, Umapada Pal

Cognitive Intelligence and Robotics, Springer, ISBN: 978-981-16-7068-8, 2021

Mining text from natural scene and video images: A survey.

Palaiahnakote Shivakumara, Alireza Alaei, Umapada Pal

WIREs Data Mining Knowl. Discov., 2021

A New Foreground-Background based Method for Behavior-Oriented Social Media Image Classification.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Divya Krishnani, Raghavendra Ramachandra, Tong Lu, Umapada Pal, Mohan S. Kankanhalli

ACM Trans. Multim. Comput. Commun. Appl., 2021

Arbitrarily-Oriented Text Detection in Low Light Natural Scene Images.

Minglong Xue, Palaiahnakote Shivakumara, Chao Zhang, Yao Xiao, Tong Lu, Umapada Pal, Daniel Lopresti, Zhibo Yang

IEEE Trans. Multim., 2021

A new DCT-PCM method for license plate number detection in drone images.

Hamam Mokayed, Palaiahnakote Shivakumara, Hock Woon Hon, Mohan S. Kankanhalli, Tong Lu, Umapada Pal

Pattern Recognit. Lett., 2021

Deformable scene text detection using harmonic features and modified pixel aggregation network.

Tanmay Jain, Shivakumara Palaiahnakote, Umapada Pal, Cheng-Lin Liu

Pattern Recognit. Lett., 2021

A survey on video content rating: taxonomy, challenges and open issues.

Amin Khaksar Pour, Woo Chaw Seng, Shivakumara Palaiahnakote, Hamid Tahaei, Nor Badrul Anuar

Multim. Tools Appl., 2021

A new context-based feature for classification of emotions in photographs.

Divya Krishnani, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Daniel Lopresti, Govindaraju Hemantha Kumar

Multim. Tools Appl., 2021

A New Method for Detecting Altered Text in Document Images.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Daniel Lopresti, Bhagesh Seraogi, Bidyut B. Chaudhuri

Int. J. Pattern Recognit. Artif. Intell., 2021

A New Hybrid Method for Caption and Scene Text Classification in Action Video Images.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein

Int. J. Pattern Recognit. Artif. Intell., 2021

Improved Ring Radius Transform-Based Reconstruction for Video Character Recognition.

Zhiheng Huang, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Michael Blumenstein, Bhaarat Chetty, G. Hemantha Kumar

Int. J. Pattern Recognit. Artif. Intell., 2021

DCT-phase statistics for forged IMEI numbers and air ticket detection.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Swati Kanchan, V. Basavaraja, Devanur S. Guru, Umapada Pal, Tong Lu, Michael Blumenstein

Expert Syst. Appl., 2021

Anomaly Detection in Natural Scene Images Based on Enhanced Fine-Grained Saliency and Fuzzy Logic.

Hamam Mokayed, Palaiahnakote Shivakumara, Rajkumar Saini, Marcus Liwicki, Loo Chee Hin, Umapada Pal

IEEE Access, 2021

ARNet: Active-Reference Network for Few-Shot Image Semantic Segmentation.

Guangchen Shi, Yirui Wu, Shivakumara Palaiahnakote, Umapada Pal, Tong Lu

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

A Connected Component-Based Deep Learning Model for Multi-type Struck-Out Component Classification.

Palaiahnakote Shivakumara, Tanmay Jain, Nitish Surana, Umapada Pal, Tong Lu, Michael Blumenstein, Sukalpa Chanda

Proceedings of the Document Analysis and Recognition, 2021

DCINN: Deformable Convolution and Inception Based Neural Network for Tattoo Text Detection Through Skin Region.

Tamal Chowdhury, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Ramachandra Raghavendra, Sukalpa Chanda

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

DCT-DWT-FFT Based Method for Text Detection in Underwater Images.

Ayan Banerjee, Palaiahnakote Shivakumara, Soumyajit Pal, Umapada Pal, Cheng-Lin Liu

Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020

A new Fractal Series Expansion based enhancement model for license plate recognition.

Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Hamid Abdullah Jalab, Rabha W. Ibrahim, Umapada Pal, Tong Lu

Signal Process. Image Commun., 2020

Kidney segmentation in MR images using active contour model driven by fractional-based energy minimization.

Ala'a R. Al-Shamasneh, Hamid Abdullah Jalab, Palaiahnakote Shivakumara, Rabha W. Ibrahim, Unaizah Hanum Binti Obaidellah

Signal Image Video Process., 2020

Delaunay triangulation based text detection from multi-view images of natural scene.

Soumyadip Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Govindaraj Hemantha Kumar

Pattern Recognit. Lett., 2020

Graph attention network for detecting license plates in crowded street scenes.

Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Swati Kanchan, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Daniel Lopresti

Pattern Recognit. Lett., 2020

A new unified method for detecting text from marathon runners and sports players in video (PR-D-19-01078R2).

Sauradip Nag, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein

Pattern Recognit., 2020

Saliency-based bit plane detection for network applications.

Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Saqib Hakak, Mohd Yamani Idna Bin Idris, Mohammad Hossein Anisi, Deepu Rajan

Multim. Tools Appl., 2020

A new augmentation-based method for text detection in night and day license plate images.

Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein

Multim. Tools Appl., 2020

Forged text detection in video, scene, and document images.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Prabir Mondal, Karpuravalli Srinivas Raghunandan, Umapada Pal, Tong Lu, Daniel Lopresti

IET Image Process., 2020

Rotation invariant angle-density based features for an ice image classification system.

Shengkai Yue, Minglei Yuan, Tong Lu, Palaiahnakote Shivakumara, Michael Blumenstein, Jie Shi, G. Hemantha Kumar

Expert Syst. Appl., 2020

A New Unified Method for Detecting Text from Marathon Runners and Sports Players in Video.

Sauradip Nag, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein

CoRR, 2020

Graphology based handwritten character analysis for human behaviour identification.

Subhankar Ghosh, Palaiahnakote Shivakumara, Prasun Roy, Umapada Pal, Tong Lu

CAAI Trans. Intell. Technol., 2020

A New DCT-FFT Fusion Based Method for Caption and Scene Text Classification in Action Video Images.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Suvojit Manna, Umapada Pal, Tong Lu, Michael Blumenstein

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Local Gradient Difference Features for Classification of 2D-3D Natural Scene Text Images.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Ramachandra Raghavendra, Tong Lu, Umapada Pal, Daniel Lopresti, Nor Badrul Anuar

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Chebyshev-Harmonic-Fourier-Moments and Deep CNNs for Detecting Forged Handwriting.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Sayani Kundu, Umapada Pal, Tong Lu, Daniel Lopresti

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A New Common Points Detection Method for Classification of 2D and 3D Texts in Video/Scene Images.

Lokesh Nandanwar, Palaiahnakote Shivakumara, Ahlad Kumar, Tong Lu, Umapada Pal, Daniel Lopresti

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

A New Context-Based Method for Restoring Occluded Text in Natural Scene Images.

Ayush Mittal, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein, Daniel Lopresti

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019

Multi-Script-Oriented Text Detection and Recognition in Video/Scene/Born Digital Images.

K. S. Raghunandan, Palaiahnakote Shivakumara, Sangheeta Roy, G. Hemantha Kumar, Umapada Pal, Tong Lu

IEEE Trans. Circuits Syst. Video Technol., 2019

Curved text detection in blurred/non-blurred video/scene images.

Minglong Xue, Palaiahnakote Shivakumara, Chao Zhang, Tong Lu, Umapada Pal

Multim. Tools Appl., 2019

A scene image classification technique for a ubiquitous visual surveillance system.

Maryam Asadzadeh Kaljahi, Shivakumara Palaiahnakote, Mohammad Hossein Anisi, Mohd Yamani Idna Bin Idris, Michael Blumenstein, Muhammad Khurram Khan

Multim. Tools Appl., 2019

A new image size reduction model for an efficient visual sensor network.

Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Mohd Yamani Idna Bin Idris, Mohammad Hossein Anisi, Michael Blumenstein

J. Vis. Commun. Image Represent., 2019

Bilingual text detection in natural scene images using invariant moments.

Karan Maheshwari, Alex Noel Joseph Raj, Vijayalakshmi G. V. Mahesh, Zhemin Zhuang, Elizabeth Rufus, Palaiahnakote Shivakumara, Ganesh R. Naik

J. Intell. Fuzzy Syst., 2019

A geometric and fractional entropy-based method for family photo classification.

Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Tianping Hu, Hamid Abdullah Jalab, Rabha W. Ibrahim, Michael Blumenstein, Tong Lu, Mohamad Nizam Bin Ayub

Expert Syst. Appl. X, 2019

Fractional means based method for multi-oriented keyword spotting in video/scene/license plate images.

Palaiahnakote Shivakumara, Sangheeta Roy, Hamid Abdullah Jalab, Rabha W. Ibrahim, Umapada Pal, Tong Lu, Vijeta Khare, Ainuddin Wahid Bin Abdul Wahab

Expert Syst. Appl., 2019

A novel character segmentation-reconstruction approach for license plate recognition.

Vijeta Khare, Palaiahnakote Shivakumara, Chee Seng Chan, Tong Lu, Kim Meng Liang, Hock Woon Hon, Michael Blumenstein

Expert Syst. Appl., 2019

An automatic zone detection system for safe landing of UAVs.

Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Mohd Yamani Idna Bin Idris, Mohammad Hossein Anisi, Tong Lu, Michael Blumenstein, Noorzaily Mohamed Noor

Expert Syst. Appl., 2019

Channel-wise attention model-based fire and rating level detection in video.

Yirui Wu, Yuechao He, Palaiahnakote Shivakumara, Ziming Li, Hongxin Guo, Tong Lu

CAAI Trans. Intell. Technol., 2019

Exact String Matching Algorithms: Survey, Issues, and Future Research Directions.

Saqib Hakak, Amirrudin Kamsin, Palaiahnakote Shivakumara, Gulshan Amin Gilkar, Wazir Zada Khan, Muhammad Imran

IEEE Access, 2019

An Automatic System for Generating Artificial Fake Character Images.

Yisheng Yue, Palaiahnakote Shivakumara, Yirui Wu, Liping Zhu, Tong Lu, Umapada Pal

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

A Text-Context-Aware CNN Network for Multi-oriented and Multi-language Scene Text Detection.

Yao Xiao, Minglong Xue, Tong Lu, Yirui Wu, Shivakumara Palaiahnakote

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

CRNN Based Jersey-Bib Number/Text Recognition in Sports and Marathon Images.

Sauradip Nag, Raghavendra Ramachandra, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Mohan S. Kankanhalli

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Age Estimation using Disconnectedness Features in Handwriting.

V. Basavaraja, Palaiahnakote Shivakumara, D. S. Guru, Umapada Pal, Tong Lu, Michael Blumenstein

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

New Moments Based Fuzzy Similarity Measure for Text Detection in Distorted Social Media Images.

Soumyadip Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein

Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

A New Forged Handwriting Detection Method Based on Fourier Spectral Density and Variation.

Sayani Kundu, Palaiahnakote Shivakumara, Anaica Grouver, Umapada Pal, Tong Lu, Michael Blumenstein

Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

Structure Function Based Transform Features for Behavior-Oriented Social Media Image Classification.

Divya Krishnani, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Raghavendra Ramachandra

Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

A Spatial Density and Phase Angle Based Correlation for Multi-type Family Photo Identification.

Anaica Grouver, Palaiahnakote Shivakumara, Maryam Asadzadeh Kaljahi, Bhaarat Chetty, Umapada Pal, Tong Lu, G. Hemantha Kumar

Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

A New U-Net Based License Plate Enhancement Model in Night and Day Images.

Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Michael Blumenstein

Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018

Riesz Fractional Based Model for Enhancing License Plate Detection and Recognition.

Raghunandan K. Srinivas, Palaiahnakote Shivakumara, Hamid Abdullah Jalab, Rabha W. Ibrahim, G. Hemantha Kumar, Umapada Pal, Tong Lu

IEEE Trans. Circuits Syst. Video Technol., 2018

Rough-fuzzy based scene categorization for text detection and recognition in video.

Sangheeta Roy, Palaiahnakote Shivakumara, Namita Jain, Vijeta Khare, Anjan Dutta, Umapada Pal, Tong Lu

Pattern Recognit., 2018

A novel fuzzy clustering based system for medical image segmentation.

S. V. Aruna Kumar, B. S. Harish, P. Shivakumara

Int. J. Comput. Intell. Stud., 2018

A New Local Fractional Entropy-Based Model for Kidney MRI Image Enhancement.

Ala'a R. Al-Shamasneh, Hamid Abdullah Jalab, Shivakumara Palaiahnakote, Unaizah Hanum Binti Obaidellah, Rabha W. Ibrahim, Moumen T. El-Melegy

Entropy, 2018

A New COLD Feature based Handwriting Analysis for Ethnicity/Nationality Identification.

Sauradip Nag, Palaiahnakote Shivakumara, Yirui Wu, Umapada Pal, Tong Lu

CoRR, 2018

CNN-RNN based method for license plate recognition.

Palaiahnakote Shivakumara, Dongqi Tang, Maryam Asadzadehkaljahi, Tong Lu, Umapada Pal, Mohammad Hossein Anisi

CAAI Trans. Intell. Technol., 2018

Symmetry features for license plate classification.

Karpuravalli Srinivas Raghunandan, Palaiahnakote Shivakumara, Lolika Padmanabhan, Govindaraju Hemantha Kumar, Tong Lu, Umapada Pal

CAAI Trans. Intell. Technol., 2018

New Fusion Based Enhancement for Text Detection in Night Video Footage.

Chao Zhang, Palaiahnakote Shivakumara, Minglong Xue, Liping Zhu, Tong Lu, Umapada Pal

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Text Component Reconstruction for Tracking in Video.

Minglei Yuan, Palaiahnakote Shivakumara, Hao Kong, Tong Lu, Umapada Pal

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Cloud of Line Distribution and Random Forest Based Text Detection from Natural/Video Scene Images.

Wenhai Wang, Yirui Wu, Palaiahnakote Shivakumara, Tong Lu

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Word-Wise Handwriting Based Gender Identification Using Multi-Gabor Response Fusion.

Maryam Asadzadeh Kaljahi, P. V. Vidya Varshini, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Devanur S. Guru

Proceedings of the Document Analysis and Recognition, 2018

Local and Global Bayesian Network based Model for Flood Prediction.

Yirui Wu, Weigang Xu, Jun Feng, Shivakumara Palaiahnakote, Tong Lu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Fourier Transform based Features for Clean and Polluted Water Image Classification.

Xuerong Wu, Palaiahnakote Shivakumara, Liping Zhu, Hualu Zhang, Jie Shi, Tong Lu, Umapada Pal, Michael Blumenstein

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Context-Aware Attention LSTM Network for Flood Prediction.

Yirui Wu, Zhaoyang Liu, Weigang Xu, Jun Feng, Shivakumara Palaiahnakote, Tong Lu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Em-SLAM: a Fast and Robust Monocular SLAM Method for Embedded Systems.

Yirui Wu, Zhikai Li, Shivakumara Palaiahnakote, Tong Lu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Multi-Gradient Directional Features for Gender Identification.

B. J. Navya, G. C. Swetha, Palaiahnakote Shivakumara, Sangheeta Roy, D. S. Guru, Umapada Pal, Tong Lu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Weighted-Gradient Features for Handwritten Line Segmentation.

Vijeta Khare, Palaiahnakote Shivakumara, B. J. Navya, G. C. Swetha, D. S. Guru, Umapada Pal, Tong Lu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

A New RGB Based Fusion for Forged IMEI Number Detection in Mobile Images.

Palaiahnakote Shivakumara, V. Basavaraja, Harsha S. Gowda, D. S. Guru, Umapada Pal, Tong Lu

Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Adaptive Multi-Gradient Kernels for Handwritting Based Gender Identification.

B. J. Navya, Palaiahnakote Shivakumara, G. C. Swetha, Sangheeta Roy, D. S. Guru, Umapada Pal, Tong Lu

Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

New COLD Feature Based Handwriting Analysis for Enthnicity/Nationality Identification.

Sauradip Nag, Palaiahnakote Shivakumara, Yirui Wu, Umapada Pal, Tong Lu

Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

A New Shadow Detection and Depth Removal Method for 3D Text Recognition in Scene Images.

Wencan Zhong, Alex Noel Joseph Raj, Palaiahnakote Shivakumara, Zhemin Zhuang, Tong Lu, Umapada Pal

Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence, 2018

An Efficient Text Representation for Searching and Retrieving Classical Diacritical Arabic Text.

Saqib Hakak, Amirrudin Kamsin, Palaiahnakote Shivakumara, Omar Tayan, Mohd Yamani Idna Bin Idris, Gulshan Amin Gilkar

Proceedings of the Fourth International Conference On Arabic Computational Linguistics, 2018

2017

Fractals based multi-oriented text detection system for recognition in mobile video images.

Palaiahnakote Shivakumara, Liang Wu, Tong Lu, Chew Lim Tan, Michael Blumenstein, Basavaraj S. Anami

Pattern Recognit., 2017

A new multi-modal approach to bib number/text detection and recognition in Marathon images.

Palaiahnakote Shivakumara, Ramachandra Raghavendra, Longfei Qin, Kiran B. Raja, Tong Lu, Umapada Pal

Pattern Recognit., 2017

Arbitrarily-oriented multi-lingual text detection in video.

Vijeta Khare, Palaiahnakote Shivakumara, Raveendran Paramesran, Michael Blumenstein

Multim. Tools Appl., 2017

Script independent approach for multi-oriented text detection in scene image.

Sounak Dey, Palaiahnakote Shivakumara, Raghunandan K. Srinivas, Umapada Pal, Tong Lu, G. Hemantha Kumar, Chee Seng Chan

Neurocomputing, 2017

Color and Gradient Features for Text Segmentation from Video Frames.

P. Shivakumara, D. S. Guru, H. T. Basavaraju

CoRR, 2017

Cloud of Line Distribution for Arbitrary Text Detection in Scene/Video/License Plate Images.

Wenhai Wang, Yirui Wu, Shivakumara Palaiahnakote, Tong Lu, Jun Liu

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Robust Scene Text Detection for Multi-script Languages Using Deep Learning.

Ruo-Ze Liu, Xin Sun, Hailiang Xu, Palaiahnakote Shivakumara, Feng Su, Tong Lu, Ruoyu Yang

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

A Robust Symmetry-Based Method for Scene/Video Text Detection through Neural Network.

Yirui Wu, Wenhai Wang, Shivakumara Palaiahnakote, Tong Lu

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Fourier-Residual for Printer Identification.

Zhen Wang, Palaiahnakote Shivakumara, Tong Lu, Mahadevappa Basavanna, Umapada Pal, Michael Blumenstein

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Temporal Integration for Word-Wise Caption and Scene Text Identification.

Sangheeta Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Ainuddin Wahid Bin Abdul Wahab

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

New Fuzzy-Mass Based Features for Video Image Type Categorization.

Sangheeta Roy, Palaiahnakote Shivakumara, Namita Jain, Vijeta Khare, Umapada Pal, Tong Lu

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Compressing YOLO Network by Compressive Sensing.

Yirui Wu, Zhou-Yu Meng, Shivakumara Palaiahnakote, Tong Lu

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

A New GVF Arrow Pattern for Character Segmentation from Double Line License Plate Images.

Palaiahnakote Shivakumara, Aishik Konwer, Abir Bhowmick, Vijeta Khare, Umapada Pal, Tong Lu

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Sharpness and Contrast Based Features for Word-Wise Video Type Classification.

Raghunandan K. Srinivas, Palaiahnakote Shivakumara, G. Hemantha Kumar, Umapada Pal, Tong Lu

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

Contour Restoration of Text Components for Recognition in Video/Scene Images.

Yirui Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Michael Blumenstein, G. Hemantha Kumar

IEEE Trans. Image Process., 2016

A new method for multi-oriented graphics-scene-3D text classification in video.

Jiamin Xu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Seiichi Uchida

Pattern Recognit., 2016

Fractional poisson enhancement model for text detection and recognition in video frames.

Sangheeta Roy, Palaiahnakote Shivakumara, Hamid Abdullah Jalab, Rabha W. Ibrahim, Umapada Pal, Tong Lu

Pattern Recognit., 2016

A blind deconvolution model for scene text detection and recognition in video.

Vijeta Khare, Palaiahnakote Shivakumara, Paramesran Raveendran, Michael Blumenstein

Pattern Recognit., 2016

Weakly-supervised region annotation for understanding scene images.

Hao Wang, Tong Lu, Yiming Wang, Palaiahnakote Shivakumara, Chew Lim Tan

Multim. Tools Appl., 2016

Modeling spatial layout for scene image understanding via a novel multiscale sum-product network.

Ze-Huan Yuan, Hao Wang, Limin Wang, Tong Lu, Shivakumara Palaiahnakote, Chew Lim Tan

Expert Syst. Appl., 2016

A novel forged blurred region detection system for image forensic applications.

Diaa M. Uliyan, Hamid Abdullah Jalab, Ainuddin Wahid Abdul Wahab, Palaiahnakote Shivakumara, Somayeh Sadeghi

Expert Syst. Appl., 2016

Video scene text frames categorization for text detection and recognition.

Longfei Qin, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Chew Lim Tan

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A quad tree based method for blurred and non-blurred video text frames classification through quality metrics.

Vijeta Khare, Palaiahnakote Shivakumara, Ahlad Kumar, Chee Seng Chan, Tong Lu, Michael Blumenstein

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

New Tampered Features for Scene and Caption Text Classification in Video Frame.

Sangheeta Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Chew Lim Tan

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Fourier Coefficients for Fraud Handwritten Document Classification through Age Analysis.

Raghunandan K. Srinivas, Palaiahnakote Shivakumara, B. J. Navya, G. Pooja, Navya Prakash, G. Hemantha Kumar, Umapada Pal, Tong Lu

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

New Sharpness Features for Image Type Classification Based on Textual Information.

Raghunandan K. Srinivas, Palaiahnakote Shivakumara, G. Hemantha Kumar, Umapada Pal, Tong Lu

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015

A New Technique for Multi-Oriented Scene Text Line Detection and Tracking in Video.

Liang Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan

IEEE Trans. Multim., 2015

Multi-Spectral Fusion Based Approach for Arbitrarily Oriented Scene Text Detection in Video Images.

Guozhu Liang, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan

IEEE Trans. Image Process., 2015

Piece-wise linearity based method for text frame classification in video.

Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan

Pattern Recognit., 2015

Content-oriented multimedia document understanding through cross-media correlation.

Tong Lu, Yukang Jin, Feng Su, Palaiahnakote Shivakumara, Chew Lim Tan

Multim. Tools Appl., 2015

Character shape restoration system through medial axis points in video.

Shangxuan Tian, Palaiahnakote Shivakumara, Trung Quy Phan, Tong Lu, Chew Lim Tan

Neurocomputing, 2015

A new ring radius transform-based thinning method for multi-oriented video characters.

Yirui Wu, Palaiahnakote Shivakumara, Wang Wei, Tong Lu, Umapada Pal

Int. J. Document Anal. Recognit., 2015

Bayesian classifier for multi-oriented video text recognition system.

Sangheeta Roy, Palaiahnakote Shivakumara, Partha Pratim Roy, Umapada Pal, Chew Lim Tan, Tong Lu

Expert Syst. Appl., 2015

A new Histogram Oriented Moments descriptor for multi-oriented moving text detection in video.

Vijeta Khare, Palaiahnakote Shivakumara, Paramesran Raveendran

Expert Syst. Appl., 2015

New Gradient-Spatial-Structural Features for video script identification.

Palaiahnakote Shivakumara, Ze-Huan Yuan, Danni Zhao, Tong Lu, Chew Lim Tan

Comput. Vis. Image Underst., 2015

Discrete Wavelet Transform and Gradient Difference based approach for text localization in videos.

B. H. Shekar, L. Smitha M., P. Shivakumara

CoRR, 2015

A New Multi-spectral Fusion Method for Degraded Video Text Frame Enhancement.

Yangbing Weng, Palaiahnakote Shivakumara, Tong Lu, Kim Meng Liang, Hock Woon Hon

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

A New Multi-modal Technique for Bib Number/Text Detection in Natural Images.

Sangheeta Roy, Palaiahnakote Shivakumara, Prabir Mondal, Ramachandra Raghavendra, Umapada Pal, Tong Lu

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

A new wavelet-Laplacian method for arbitrarily-oriented character segmentation in video text lines.

Guozhu Liang, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A new method based on bag of filters for character recognition in scene images by learning.

Qisu Li, Tong Lu, Palaiahnakote Shivakumara, Umapada Pal, Chew Lim Tan

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Text detection in born-digital images by mass estimation.

Jiamin Xu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Michael Blumenstein

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

New texture-spatial features for keyword spotting in video images.

Palaiahnakote Shivakumara, Guozhu Liang, Sangheeta Roy, Umapada Pal, Tong Lu

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

A new sharpness based approach for character segmentation in License plate images.

Vijeta Khare, Palaiahnakote Shivakumara, Paramesran Raveendran, Kim Meng Liang, Hock Woon Hon

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014

Video Text Detection

Tong Lu, Shivakumara Palaiahnakote, Chew Lim Tan, Wenyin Liu

Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-1-4471-6515-6, 2014

Semiautomatic Ground Truth Generation for Text Detection and Recognition in Video Images.

Trung Quy Phan, Palaiahnakote Shivakumara, Souvik Bhowmick, Shimiao Li, Chew Lim Tan, Umapada Pal

IEEE Trans. Circuits Syst. Video Technol., 2014

Multi-oriented scene text detection in video based on wavelet and angle projection boundary growing.

Palaiahnakote Shivakumara, Anjan Dutta, Chew Lim Tan, Umapada Pal

Multim. Tools Appl., 2014

A robust arbitrary text detection system for natural scene images.

Anhar Risnumawan, Palaiahnakote Shivakumara, Chee Seng Chan, Chew Lim Tan

Expert Syst. Appl., 2014

Multi-oriented text detection for intra-frame in H.264/AVC video.

Kazuki Minemura, Shivakumara Palaiahnakote, KokSheik Wong

Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2014

Multi-oriented moving text detection.

Vijeta Khare, Palaiahnakote Shivakumara, Paramesran Raveendran

Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2014

2D and 3D Video Scene Text Classification.

Jiamin Xu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Graphics and Scene Text Classification in Video.

Jiamin Xu, Palaiahnakote Shivakumara, Tong Lu, Trung Quy Phan, Chew Lim Tan

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Gradient-Angular-Features for Word-wise Video Script Identification.

Palaiahnakote Shivakumara, Nabin Sharma, Umapada Pal, Michael Blumenstein, Chew Lim Tan

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Anomaly Detection through Spatio-temporal Context Modeling in Crowded Scenes.

Tong Lu, Liang Wu, Xiaolin Ma, Palaiahnakote Shivakumara, Chew Lim Tan

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Optical flow based dynamic curved video text detection.

Palaiahnakote Shivakumara, Mohamed Lubani, KokSheik Wong, Tong Lu

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A Novel Topic-Level Random Walk Framework for Scene Image Co-segmentation.

Ze-Huan Yuan, Tong Lu, Palaiahnakote Shivakumara

Proceedings of the Computer Vision - ECCV 2014, 2014

Text Detection Using Delaunay Triangulation in Video Sequence.

Liang Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

A New Laplacian Method for Arbitrarily-Oriented Word Segmentation in Video.

P. Shivakumara, Mahamad Suhil, D. S. Guru, Chew Lim Tan

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Separation of Graphics (Superimposed) and Scene Text in Video Frames.

P. Shivakumara, N. Vinay Kumar, D. S. Guru, Chew Lim Tan

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013

Gradient Vector Flow and Grouping-Based Method for Arbitrarily Oriented Scene Text Detection in Video Images.

Palaiahnakote Shivakumara, Trung Quy Phan, Shijian Lu, Chew Lim Tan

IEEE Trans. Circuits Syst. Video Technol., 2013

A novel ring radius transform for video character reconstruction.

Palaiahnakote Shivakumara, Trung Quy Phan, Souvik Bhowmick, Chew Lim Tan, Umapada Pal

Pattern Recognit., 2013

Scene Character Detection and Recognition with Cooperative Multiple-Hypothesis Framework.

Rong Huang, Palaiahnakote Shivakumara, Yaokai Feng, Seiichi Uchida

IEICE Trans. Inf. Syst., 2013

Word recognition in natural scene and video images using Hidden Markov Model.

Sangheeta Roy, Partha Pratim Roy, Palaiahnakote Shivakumara, Umapada Pal

Proceedings of the Fourth National Conference on Computer Vision, 2013

Scene Character Reconstruction through Medial Axis.

Shangxuan Tian, Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Detection of Curved Text in Video: Quad Tree Based Method.

P. Shivakumara, H. T. Basavaraju, D. S. Guru, Chew Lim Tan

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A New Method for Character Segmentation from Multi-oriented Video Words.

Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Recognition of Video Text through Temporal Integration.

Trung Quy Phan, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Scene Character Detection by an Edge-Ray Filter.

Rong Huang, Palaiahnakote Shivakumara, Seiichi Uchida

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Recognizing Text with Perspective Distortion in Natural Scenes.

Trung Quy Phan, Palaiahnakote Shivakumara, Shangxuan Tian, Chew Lim Tan

Proceedings of the IEEE International Conference on Computer Vision, 2013

HMM-Based Multi Oriented Text Recognition in Natural Scene Image.

Sangheeta Roy, Partha Pratim Roy, Palaiahnakote Shivakumara, Georgios Louloudis, Chew Lim Tan, Umapada Pal

Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012

Multioriented Video Scene Text Detection Through Bayesian Classification and Boundary Growing.

Palaiahnakote Shivakumara, Rushi Padhuman Sreedhar, Trung Quy Phan, Shijian Lu, Chew Lim Tan

IEEE Trans. Circuits Syst. Video Technol., 2012

New Edge Characteristics for Scene and Object Classification.

Palaiahnakote Shivakumara, Deepu Rajan, Suresh Anand Sadananthan

Int. J. Pattern Recognit. Artif. Intell., 2012

Multi-Oriented Text Detection in Scene Images.

M. Basavanna, P. Shivakumara, S. K. Srivatsa, G. Hemantha Kumar

Int. J. Pattern Recognit. Artif. Intell., 2012

Detecting text in the real world.

Trung Quy Phan, Palaiahnakote Shivakumara, Chew Lim Tan

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

A new Iterative-Midpoint-Method for video character gap filling.

Palaiahnakote Shivakumara, Ding Bei Hong, Danni Zhao, Chew Lim Tan, Umapada Pal

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Wavelet-gradient-fusion for video text binarization.

Sangheeta Roy, Palaiahnakote Shivakumara, Partha Pratim Roy, Chew Lim Tan

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Text detection in natural scenes using Gradient Vector Flow-Guided symmetry.

Trung Quy Phan, Palaiahnakote Shivakumara, Chew Lim Tan

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Scene character detection and recognition based on multiple hypotheses framework.

Rong Huang, Shinpei Oba, Palaiahnakote Shivakumara, Seiichi Uchida

Proceedings of the 21st International Conference on Pattern Recognition, 2012

A New Method for Word Segmentation from Arbitrarily-Oriented Video Text Lines.

Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

New Spatial-Gradient-Features for Video Script Identification.

Danni Zhao, Palaiahnakote Shivakumara, Shijian Lu, Chew Lim Tan

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

A New Method for Arbitrarily-Oriented Text Detection in Video.

Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

2011

A novel mutual nearest neighbor based symmetry for text frame classification in video.

Palaiahnakote Shivakumara, Anjan Dutta, Trung Quy Phan, Chew Lim Tan, Umapada Pal

Pattern Recognit., 2011

A Laplacian Approach to Multi-Oriented Text Detection in Video.

P. Shivakumara, Trung Quy Phan, Chew Lim Tan

IEEE Trans. Pattern Anal. Mach. Intell., 2011

A New Run Length based Method for Scene Text Detection.

M. Basavanna, P. Shivakumara, S. K. Srivatsa, G. Hemantha Kumar

Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011

Video Character Recognition through Hierarchical Classification.

Palaiahnakote Shivakumara, Trung Quy Phan, Shijian Lu, Chew Lim Tan

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A New Gradient Based Character Segmentation Method for Video Text Recognition.

Palaiahnakote Shivakumara, Souvik Bhowmick, Bolan Su, Chew Lim Tan, Umapada Pal

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A New Fourier-Moments Based Video Word and Character Extraction Method for Recognition.

Deepak Rajendran, Palaiahnakote Shivakumara, Bolan Su, Shijian Lu, Chew Lim Tan

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A Gradient Vector Flow-Based Method for Video Character Segmentation.

Trung Quy Phan, Palaiahnakote Shivakumara, Bolan Su, Chew Lim Tan

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Video Script Identification Based on Text Lines.

Trung Quy Phan, Palaiahnakote Shivakumara, Zhang Ding, Shijian Lu, Chew Lim Tan

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2010

New Fourier-Statistical Features in RGB Space for Video Text Detection.

Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan

IEEE Trans. Circuits Syst. Video Technol., 2010

Accurate video text detection through classification of low and high contrast images.

Palaiahnakote Shivakumara, Weihua Huang, Trung Quy Phan, Chew Lim Tan

Pattern Recognit., 2010

Novel Edge Features for Text Frame Classification in Video.

Palaiahnakote Shivakumara, Chew Lim Tan

Proceedings of the 20th International Conference on Pattern Recognition, 2010

New Wavelet and Color Features for Text Detection in Video.

Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A New Symmetry Based on Proximity of Wavelet-Moments for Text Frame Classification in Video.

Palaiahnakote Shivakumara, Anjan Dutta, Chew Lim Tan, Umapada Pal

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A New Method for Handwritten Scene Text Detection in Video.

Palaiahnakote Shivakumara, Anjan Dutta, Umapada Pal, Chew Lim Tan

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

A new wavelet-median-moment based method for multi-oriented video text detection.

Palaiahnakote Shivakumara, Anjan Dutta, Chew Lim Tan, Umapada Pal

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

A skeleton-based method for multi-oriented video text detection.

Trung Quy Phan, Palaiahnakote Shivakumara, Chew Lim Tan

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

An eigen value based approach for text detection in video.

Devanur S. Guru, S. Manjunath, P. Shivakumara, Chew Lim Tan

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009

Discriminative Scale Invariant Feature Transform (SIFT-FLD) model for efficient representation and accurate recognition of faces.

B. H. Shekar, G. Thippeswamy, P. Shivakumara

Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

SIFT-PCA: An efficient and accurate face representation and recognition model.

B. H. Shekar, M. Sharmila Kumari, P. Shivakumara

Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Video text detection based on filters and edge features.

Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A Robust Wavelet Transform Based Technique for Video Text Detection.

Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A Gradient Difference Based Technique for Video Text Detection.

Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A Laplacian Method for Video Text Detection.

Trung Quy Phan, Palaiahnakote Shivakumara, Chew Lim Tan

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008

Image classification: Are rule-based systems effective when classes are fixed and known?

Palaiahnakote Shivakumara, Deepu Rajan, Suresh Anand Sadananthan

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Efficient video text detection using edge features.

Palaiahnakote Shivakumara, Weihua Huang, Chew Lim Tan

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Detecting moving text in video using temporal information.

Weihua Huang, Palaiahnakote Shivakumara, Chew Lim Tan

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An Efficient Edge Based Technique for Text Detection in Video Frames.

Palaiahnakote Shivakumara, Weihua Huang, Chew Lim Tan

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007

An Accurate and Efficient skew estimation Technique for South Indian Documents: a New boundary Growing and Nearest Neighbor Clustering Based Approach.

V. N. Manjunath Aradhya, G. Hemantha Kumar, P. Shivakumara

Int. J. Robotics Autom., 2007

Skew Estimation Technique for Binary Document Images based on Thinning and Moments.

Aradhya V. N. Manjunath, G. Hemantha Kumar, P. Shivakumara

Eng. Lett., 2007

New Filter Based Unsupervised Rules for Boolean Blur Metric.

P. Shivakumara, S. Noushath, G. Hemantha Kumar

Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

2006

A novel boundary growing approach for accurate skew estimation of binary document images.

P. Shivakumara, G. Hemantha Kumar

Pattern Recognit. Lett., 2006

(2D)²LDA: An efficient approach for face recognition.

Shaffi Noushath, G. Hemantha Kumar, P. Shivakumara

Pattern Recognit., 2006

Sliding window based approach for document image mosaicing.

P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan

Image Vis. Comput., 2006

Diagonal Fisher linear discriminant analysis for efficient face recognition.

Shaffi Noushath, G. Hemantha Kumar, P. Shivakumara

Neurocomputing, 2006

2005

An Accurate and Efficient Skew Estimation Technique based on Moment of Inertia for Binary Document Images.

P. Shivakumara, Aradhya V. N. Manjunath, G. Hemantha Kumar

Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

An Improved Version of 2-Steps Method for Accurate Thinning for Binary Document Images.

Aradhya V. N. Manjunath, G. Hemantha Kumar, P. Shivakumara

Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

A New Moments based Skew Estimation Technique using Pixels in the Word for Binary Document Images.

P. Shivakumara, G. Hemantha Kumar, H. S. Varsha, S. Rekha, M. R. Rashmi Nayaka

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004

An Efficient Skew Estimation Technique for Binary Document Images Based on Boundary Growing and Linear Regression Analysis.

P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan

Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003

Fourier Transform Based Column-Block and Row-Block Matching Procedure for Document Image Mosaicing.

P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan

Proceedings of the Fuzzy Logic and Applications, 5th International Workshop, 2003

Feature Extraction for Alphanumeric Symbols Recognition: An Approach Based on Distance Measures.

G. Hemantha Kumar, P. Shivakumara, S. Noushath, Aradhya V. N. Manjunath

Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003