Michael Blumenstein

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 165

Top Venues

Publications

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 (2024)
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) (2023)
Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, Umapada Pal, Michael Blumenstein
Global Context-Aware Person Image Generation. CoRR (2023)
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 (2023)
Alloy Das, Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, Umapada Pal, Michael Blumenstein
FAST: Font-Agnostic Scene Text Editing. CoRR (2023)
Weikuan Wang, Tao Shen, Michael Blumenstein, Guodong Long
Improving Open-Domain Answer Sentence Selection by Distributed Clients with Privacy Preservation. ADMA (5) (2023)
Subhankar Ghosh, Saumik Bhattacharya, Prasun Roy, Umapada Pal, Michael Blumenstein
MMC: Multi-Modal Colorization of Images using Textual Descriptions. CoRR (2023)
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) (2023)
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) (2023)
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)
Rabi Sharma, Muhammad Saqib, C. T. Lin, Michael Blumenstein
A Survey on Object Instance Segmentation. SN Comput. Sci. 3 (6) (2022)
Subhankar Ghosh, Prasun Roy, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein
TIC: Text-Guided Image Colorization. CoRR (2022)
Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein
Scene Aware Person Image Generation through Global Contextual Conditioning. CoRR (2022)
Ying Zhao, Junjun Chen, Jiale Zhang, Di Wu, Michael Blumenstein, Shui Yu
Detecting and mitigating poisoning attacks in federated learning using generative adversarial networks. Concurr. Comput. Pract. Exp. 34 (7) (2022)
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) (2022)
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) (2022)
Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein
Scene Aware Person Image Generation through Global Contextual Conditioning. ICPR (2022)
Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein
TIPS: Text-Induced Pose Synthesis. CoRR (2022)
Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein
TIPS: Text-Induced Pose Synthesis. ECCV (38) (2022)
Mrunalini Nalamati, Muhammad Saqib, Nabin Sharma, Michael Blumenstein
Exploring Transformers for Intruder Detection in Complex Maritime Environment. AI (2022)
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 (2022)
Wensi Tang, Guodong Long, Lu Liu, Tianyi Zhou, Michael Blumenstein, Jing Jiang
Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification. ICLR (2022)
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) (2022)
Xuan Zhang, Yuansheng Liu, Zuguo Yu, Michael Blumenstein, Gyorgy Hutvagner, Jin-Yan Li
Instance-based error correction for short reads of disease-associated genes. BMC Bioinform. (6) (2021)
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)
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) (2021)
Md Shamsur Rahim, Khoi Anh Nguyen, Rodney Anthony Stewart, Tanvir Ahmed, Damien Giurco, Michael Blumenstein
A clustering solution for analyzing residential water consumption patterns. Knowl. Based Syst. 233 (2021)
Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein
Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy. IEEE Trans. Image Process. 30 (2021)
Chandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin, Michael Blumenstein
Text-line-up: Don't Worry About the Caret. ICDAR (3) (2021)
Junjun Chen, Di Wu, Ying Zhao, Nabin Sharma, Michael Blumenstein, Shui Yu
Fooling intrusion detection systems using adversarially autoencoder. Digit. Commun. Networks 7 (3) (2021)
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) (2021)
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 (2021)
Xiaocai Zhang, Yi Zheng, Zhixun Zhao, Yuansheng Liu, Michael Blumenstein, Jinyan Li
Deep learning detection of anomalous patterns from bus trajectories for traffic insight analysis. Knowl. Based Syst. 217 (2021)
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 (2020)
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)
Mrunalini Nalamati, Nabin Sharma, Muhammad Saqib, Michael Blumenstein
Automated Monitoring in Maritime Video Surveillance System. IVCNZ (2020)
Abhijit Das, Hemmaphan Suwanwiwat, Umapada Pal, Michael Blumenstein
ICFHR 2020 Competition on Short answer ASsessment and Thai student SIGnature and Name COMponents Recognition and Verification (SASIGCOM 2020). ICFHR (2020)
Yuansheng Liu, Chaowang Lan, Michael Blumenstein, Jinyan Li
Bi-Level Error Correction for PacBio Long Reads. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (3) (2020)
Wensi Tang, Guodong Long, Lu Liu, Tianyi Zhou, Jing Jiang, Michael Blumenstein
Rethinking 1D-CNN for Time Series Classification: A Stronger Baseline. CoRR (2020)
Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning. CoRR (2020)
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)
Chandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin, Michael Blumenstein
Intra-Variable Handwriting Inspection Reinforced With Idiosyncrasy Analysis. IEEE Trans. Inf. Forensics Secur. 15 (2020)
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) (2020)
Qingqing Wang, Ye Huang, Wenjing Jia, Xiangjian He, Michael Blumenstein, Shujing Lyu, Yue Lu
FACLSTM: ConvLSTM with focused attention for scene text recognition. Sci. China Inf. Sci. 63 (2) (2020)
Imran Razzak, Raghib M. Abu-Saris, Michael Blumenstein, Guandong Xu
Integrating joint feature selection into subspace learning: A formulation of 2DPCA for outliers robust feature selection. Neural Networks 121 (2020)
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 (2020)
Chandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin, Michael Blumenstein
Why Not? Tell us the Reason for Writer Dissimilarity. IJCNN (2020)
Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein
Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy. CoRR (2020)
Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein
A robust matching pursuit algorithm using information theoretic learning. Pattern Recognit. 107 (2020)
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 (2020)
Fahimeh Alaei, Alireza Alaei, Umapada Pal, Michael Blumenstein
Document Image Retrieval Based on Visual Saliency Maps. CBDAR@ICDAR (2019)
V. Basavaraja, Palaiahnakote Shivakumara, D. S. Guru, Umapada Pal, Tong Lu, Michael Blumenstein
Age Estimation using Disconnectedness Features in Handwriting. ICDAR (2019)
Chandranath Adak, Bidyut B. Chaudhuri, Michael Blumenstein
An Empirical Study on Writer Identification and Verification From Intra-Variable Individual Handwriting. IEEE Access 7 (2019)
Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein
Robust Sparse Learning Based on Kernel Non-Second Order Minimization. ICIP (2019)
Maryam Asadzadeh Kaljahi, Palaiahnakote Shivakumara, Tianping Hu, Hamid A. 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 (2019)
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)
Di Wu, Ruiqi Hu, Yu Zheng, Jing Jiang, Nabin Sharma, Michael Blumenstein
Feature-Dependent Graph Convolutional Autoencoders with Adversarial Training Methods. IJCNN (2019)
Qingqing Wang, Wenjing Jia, Xiangjian He, Yue Lu, Michael Blumenstein, Ye Huang, Shujing Lyu
ReELFA: A Scene Text Recognizer with Encoded Location and Focused Attention. WML@ICDAR (2019)
Chandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin, Michael Blumenstein
Detecting Named Entities in Unstructured Bengali Manuscript Images. ICDAR (2019)
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)
Angelo Coluccia, Muhammad Saqib, Nabin Sharma, Michael Blumenstein, Vasileios Magoulianitis, Dimitrios Ataloglou, Anastasios Dimou, Dimitrios Zarpalas, Petros Daras, Céline Craye, Salem Ardjoune, Alessio Fascista, David De la Iglesia, Miguel Méndez, Raquel Dosil, Iago González, Arne Schumann, Lars Sommer, Marian Ghenescu, Tomas Piatrik, Geert De Cubber, Mrunalini Nalamati, Ankit Kapoor
Drone-vs-Bird Detection Challenge at IEEE AVSS2019. AVSS (2019)
Mrunalini Nalamati, Ankit Kapoor, Muhammed Saqib, Nabin Sharma, Michael Blumenstein
Drone Detection in Long-Range Surveillance Videos. AVSS (2019)
Bin Wang, Yongsheng Gao, Changming Sun, Michael Blumenstein, John La Salle
Chord Bunch Walks for Recognizing Naturally Self-Overlapped and Compound Leaves. IEEE Trans. Image Process. 28 (12) (2019)
Muhammad Saqib, Sultan Daud Khan, Nabin Sharma, Michael Blumenstein
Crowd Counting in Low-Resolution Crowded Scenes Using Region-Based Deep Convolutional Neural Networks. IEEE Access 7 (2019)
Abhijit Das, Umapada Pal, Michael Blumenstein, Caiyong Wang, Yong He, Yuhao Zhu, Zhenan Sun
Sclera Segmentation Benchmarking Competition in Cross-resolution Environment. ICB (2019)
Di Wu, Junjun Chen, Nabin Sharma, Shirui Pan, Guodong Long, Michael Blumenstein
Adversarial Action Data Augmentation for Similar Gesture Action Recognition. IJCNN (2019)
Xiaocai Zhang, Xuan Zhang, Sunny Verma, Yuansheng Liu, Michael Blumenstein, Jinyan Li
Detection of Anomalous Traffic Patterns and Insight Analysis from Bus Trajectory Data. PRICAI (3) (2019)
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 (2019)
Md Shamsur Rahim, Khoi Anh Nguyen, Rodney Anthony Stewart, Damien Giurco, Michael Blumenstein
Predicting Household Water Consumption Events: Towards a Personalised Recommender System to Encourage Water-conscious Behaviour. IJCNN (2019)
Chandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin, Michael Blumenstein
Intra-Variable Handwriting Inspection Reinforced with Idiosyncrasy Analysis. CoRR (2019)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Michael Blumenstein
Temporal Self-Attention Network for Medical Concept Embedding. CoRR (2019)
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)
Fahimeh Alaei, Alireza Alaei, Umapada Pal, Michael Blumenstein
A comparative study of different texture features for document image retrieval. Expert Syst. Appl. 121 (2019)
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Michael Blumenstein
Temporal Self-Attention Network for Medical Concept Embedding. ICDM (2019)
Ying Zhao, Junjun Chen, Di Wu, Jian Teng, Nabin Sharma, Atul Sajjanhar, Michael Blumenstein
Network Anomaly Detection by Using a Time-Decay Closed Frequent Pattern. Inf. 10 (8) (2019)
Ranju Mandal, Partha Pratim Roy, Umapada Pal, Michael Blumenstein
Bag-of-visual-words for signature-based multi-script document retrieval. Neural Comput. Appl. 31 (10) (2019)
Qingqing Wang, Wenjing Jia, Xiangjian He, Yue Lu, Michael Blumenstein, Ye Huang, Shujing Lyu
DeepText: Detecting Text from the Wild with Multi-ASPP-Assembled DeepLab. ICDAR (2019)
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)
Qingqing Wang, Wenjing Jia, Xiangjian He, Yue Lu, Michael Blumenstein, Ye Huang
FACLSTM: ConvLSTM with Focused Attention for Scene Text Recognition. CoRR (2019)
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) (2019)
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 (2019)
Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein
Kernel Mean P Power Error Loss for Robust Two-Dimensional Singular Value Decomposition. ICIP (2019)
Muhammad Saqib, Sultan Daud Khan, Nabin Sharma, Paul Scully-Power, Paul Butcher, Andrew Colefax, Michael Blumenstein
Real-Time Drone Surveillance and Population Estimation of Marine Animals from Aerial Imagery. IVCNZ (2018)
Abhijit Das, Hemmaphan Suwanwiwat, Miguel A. Ferrer, Umapada Pal, Michael Blumenstein
Thai Automatic signature verification System Employing Textural Features. IET Biom. 7 (6) (2018)
Kuang-Pen Chou, Mukesh Prasad, Di Wu, Nabin Sharma, Dong-Lin Li, Yu-Feng Lin, Michael Blumenstein, Wen-Chieh Lin, Chin-Teng Lin
Robust Feature-Based Automated Multi-View Human Action Recognition System. IEEE Access 6 (2018)
Muhammad Imran Razzak, Raghib M. Abu-Saris, Michael Blumenstein, Guandong Xu
Robust 2D Joint Sparse Principal Component Analysis With F-Norm Minimization For Sparse Modelling: 2D-RJSPCA. IJCNN (2018)
Hemmaphan Suwanwiwat, Abhijit Das, Umapada Pal, Michael Blumenstein
ICFHR 2018 Competition on Thai Student Signatures and Name Components Recognition and Verification (TSNCRV2018). ICFHR (2018)
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)
Ranju Mandal, Partha Pratim Roy, Umapada Pal, Michael Blumenstein
Bag-of-Visual-Words for Signature-Based Multi-Script Document Retrieval. CoRR (2018)
Jessica S. Rahman, Jinyan Li, Juanying Xie, Shoshana Fogelman, Michael Blumenstein
Connectivity Based Method for Clustering Microbial Communities from Metagenomics Data of Water and Soil Samples. IJCNN (2018)
Fahimeh Alaei, Alireza Alaei, Umapada Pal, Michael Blumenstein
Evaluation of Gist Operator for Document Image Retrieval. DAS (2018)
Rodney A. Stewart, Khoi Anh Nguyen, Cara D. Beal, Hong Zhang, Oz Sahin, Edoardo Bertone, Abel Silva Vieira, Andrea Castelletti, Andrea Cominola, Matteo Giuliani, Damien Giurco, Michael Blumenstein, Andrea Turner, Ariane Liu, Steven Kenway, Dragan A. Savic, Christos Makropoulos, Panagiotis Kossieris
Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider. Environ. Model. Softw. 105 (2018)
Chandranath Adak, Simone Marinai, Bidyut B. Chaudhuri, Michael Blumenstein
Offline Bengali Writer Verification by PDF-CNN and Siamese Net. DAS (2018)
Nabin Sharma, Paul Scully-Power, Michael Blumenstein
Shark Detection from Aerial Imagery Using Region-Based CNN, a Study. Australasian Conference on Artificial Intelligence (2018)
Chandranath Adak, Bidyut B. Chaudhuri, Michael Blumenstein
A Study on Idiosyncratic Handwriting with Impact on Writer Identification. ICFHR (2018)
Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein
Matching Pursuit Based on Kernel Non-Second Order Minimization. ICIP (2018)
Chandranath Adak, Bidyut B. Chaudhuri, Michael Blumenstein
Cognitive Analysis for Reading and Writing of Bengali Conjuncts. IJCNN (2018)
Di Wu, Nabin Sharma, Michael Blumenstein
Similar Gesture Recognition using Hierarchical Classification Approach in RGB Videos. DICTA (2018)
Abhijit Das, Abira Sengupta, Muhammad Saqib, Umapada Pal, Michael Blumenstein
More Realistic and Efficient Face-Based Mobile Authentication using CNNs. IJCNN (2018)
Abhijit Das, Umapada Pal, Miguel A. Ferrer, Michael Blumenstein, Dejan Stepec, Peter Rot, Ziga Emersic, Peter Peer, Vitomir Struc
SSBC 2018: Sclera Segmentation Benchmarking Competition. ICB (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michael Blumenstein