Nabeel Mohammed

According to our database, Nabeel Mohammed authored at least 58 papers between 2011 and 2024.

Collaborative distances:

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

2024

A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR.

Koushik Roy, Md. Sazzad Hossain, Pritom Kumar Saha, Shadman Rohan, Imranul Ashrafi, Ifty Mohammad Rezwan, Fuad Rahman, B. M. Mainul Hossain, Ahmedul Kabir, Nabeel Mohammed

Int. J. Document Anal. Recognit., March, 2024

DeepMarkerNet: Leveraging supervision from the Duchenne Marker for spontaneous smile recognition.

Mohammad Junayed Hasan, Kazi Rafat, Fuad Rahman, Nabeel Mohammed, Shafin Rahman

Pattern Recognit. Lett., 2024

3D Point Cloud Network Pruning: When Some Weights Do not Matter.

Amrijit Biswas, Md. Ismail Hossain, Mirza M. Lutfe Elahi, Ali Cheraghian, Fuad Rahman, Nabeel Mohammed, Shafin Rahman

CoRR, 2024

CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets.

Mominul Islam, Hasib Zunair, Nabeel Mohammed

Comput. Biol. Medicine, 2024

ANALYZE-AD: A comparative analysis of novel AI approaches for early Alzheimer's detection.

Mritunjoy Chakraborty, Nishat Naoal, Sifat Momen, Nabeel Mohammed

Array, 2024

Beyond Labels: Aligning Large Language Models with Human-Like Reasoning.

Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Ihsanul Haque Asif, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman

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

2023

Detection of COVID-19 and Pneumonia Using Deep Convolutional Neural Network.

Md. Saiful Islam, Shuvo Jyoti Das, Md. Riajul Alam Khan, Sifat Momen, Nabeel Mohammed

Comput. Syst. Sci. Eng., 2023

Shadow: A Novel Loss Function for Efficient Training in Siamese Networks.

Alif Elham Khan, Mohammad Junayed Hasan, Humayra Anjum, Nabeel Mohammed

CoRR, 2023

LumiNet: The Bright Side of Perceptual Knowledge Distillation.

Md. Ismail Hossain, Mirza M. Lutfe Elahi, Sameera Ramasinghe, Ali Cheraghian, Fuad Rahman, Nabeel Mohammed, Shafin Rahman

CoRR, 2023

BenCoref: A Multi-Domain Dataset of Nominal Phrases and Pronominal Reference Annotations.

Shadman Rohan, Mojammel Hossain, Mohammad Mamun Or Rashid, Nabeel Mohammed

CoRR, 2023

SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and Its Evaluation.

Md. Ekramul Islam, Labib Chowdhury, Faisal Ahamed Khan, Shazzad Hossain, Md. Sourave Hossain, Mohammad Mamun Or Rashid, Nabeel Mohammed, Mohammad Ruhul Amin

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models.

Mohammed Rakib, Md. Ismail Hossain, Nabeel Mohammed, Fuad Rahman

Proceedings of the 12th International Conference on Software and Computer Applications, 2023

Automated Mapping of Healthcare Concepts to a Standardized Healthcare Taxonomy.

Sabbir Mollah, Mohammed Rakib, Nabeel Mohammed, Mashrur Wasek, AKM Shahariar Azad Rabby, Fuad Rahman

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer.

Sadia Afrin, Md. Shahad Mahmud Chowdhury, Md. Ekramul Islam, Faisal Ahamed Khan, Labib Imam Chowdhury, Md. Motahar Mahtab, Nazifa Nuha Chowdhury, Massud Forkan, Neelima Kundu, Hakim Arif, Mohammad Mamun Or Rashid, Mohammad Ruhul Amin, Nabeel Mohammed

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

ChatGPT-guided Semantics for Zero-shot Learning.

Fahimul Hoque Shubho, Townim Faisal Chowdhury, Ali Cheraghian, Morteza Saberi, Nabeel Mohammed, Shafin Rahman

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022

COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks.

Md. Ismail Hossain, Mohammed Rakib, Mirza M. Lutfe Elahi, Nabeel Mohammed, Shafin Rahman

CoRR, 2022

LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification.

Abu Adnan Sadi, Labib Chowdhury, Nursrat Jahan, Mohammad Newaz Sharif Rafi, Radeya Chowdhury, Faisal Ahamed Khan, Nabeel Mohammed

CoRR, 2022

Dynamic Rectification Knowledge Distillation.

Fahad Rahman Amik, Ahnaf Ismat Tasin, Silvia Ahmed, Mirza M. Lutfe Elahi, Nabeel Mohammed

CoRR, 2022

Knowledge distillation approach towards melanoma detection.

Md Shakib Khan, Kazi Nabiul Alam, Abdur Rab Dhruba, Hasib Zunair, Nabeel Mohammed

Comput. Biol. Medicine, 2022

Rethinking Task-Incremental Learning Baselines.

Md. Sazzad Hossain, Pritom Kumar Saha, Townim Faisal Chowdhury, Shafin Rahman, Fuad Rahman, Nabeel Mohammed

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

LILA-BOTI : Leveraging Isolated Letter Accumulations By Ordering Teacher Insights for Bangla Handwriting Recognition.

Md. Ismail Hossain, Mohammed Rakib, Sabbir Mollah, Fuad Rahman, Nabeel Mohammed

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

MHASAN: Multi-Head Angular Self Attention Network for Spoof Detection.

Md. Hasan, Koushik Roy, Labiba Rupty, Md. Sourave Hossain, Shirshajit Sengupta, Shehzad Noor Taus Priyo, Nabeel Mohammed

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

VISTA: Vision Transformer enhanced by U-Net and Image Colorfulness Frame Filtration for Automatic Retail Checkout.

Md. Istiak Hossain Shihab, Nazia Tasnim, Hasib Zunair, Labiba Kanij Rupty, Nabeel Mohammed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Less is More: Facial Landmarks can Recognize a Spontaneous Smile.

Md. Tahrim Faroque, Yan Yang, Md. Zakir Hossain, Sheikh Motahar Naim, Nabeel Mohammed, Shafin Rahman

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Bi-FPNFAS: Bi-Directional Feature Pyramid Network for Pixel-Wise Face Anti-Spoofing by Leveraging Fourier Spectra.

Koushik Roy, Md. Hasan, Labiba Rupty, Md. Sourave Hossain, Shirshajit Sengupta, Shehzad Noor Taus Priyo, Nabeel Mohammed

Sensors, 2021

Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent Space.

Labib Chowdhury, Mustafa Kamal, Najia Hasan, Nabeel Mohammed

CoRR, 2021

Generalization of Bangla Sign Language Recognition Using Angular Loss Functions.

Samiya Kabir Youme, Towsif Alam Chowdhury, Hossain Ahamed, Md. Sayeed Abid, Labib Chowdhury, Nabeel Mohammed

IEEE Access, 2021

ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans.

Hasib Zunair, Aimon Rahman, Nabeel Mohammed

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent Space.

Labib Chowdhury, Mustafa Kamal, Najia Tasnim, Nabeel Mohammed

Proceedings of the 20th International Conference of the Biometrics Special Interest Group, 2021

2020

Banner: A Cost-Sensitive Contextualized Model for Bangla Named Entity Recognition.

Imranul Ashrafi, Muntasir Mohammad, Arani Shawkat Mauree, Galib Md. Azraf Nijhum, Redwanul Karim, Nabeel Mohammed, Sifat Momen

IEEE Access, 2020

Uniformizing Techniques to Process CT Scans with 3D CNNs for Tuberculosis Prediction.

Hasib Zunair, Aimon Rahman, Nabeel Mohammed, Joseph Paul Cohen

Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020

CNN Based Model for Malaria Diagnosis with Knowledge Distillation.

K. M. Faizullah Fuhad, Jannat Ferdousey Tuba, Tanzilur Rahman, Nabeel Mohammed

Proceedings of the ICDSP 2020: 4th International Conference on Digital Signal Processing, 2020

An IoT based Real-time Data-centric Monitoring System for Vaccine Cold Chain.

Raisa Tahseen Hasanat, Md. Arifur Rahman, Nafees Mansoor, Nabeel Mohammed, Mohammad Shahriar Rahman, Mirza Rasheduzzaman

Proceedings of the IEEE East-West Design & Test Symposium, 2020

MixCaps: Capsules With Iteration Free Routing.

Ifty Mohammad Rezwan, Mirza Belal Ahmed, Shazzad Sakim Sourav, Ezab Quader, Arafat Hossain, Nabeel Mohammed

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing.

Md. Sourave Hossain, Labiba Rupty, Koushik Roy, Md. Hasan, Shirshajit Sengupta, Nabeel Mohammed

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019

A Modern Approach for Sign Language Interpretation Using Convolutional Neural Network.

Pias Paul, Moh. Anwar-Ul-Azim Bhuiya, Md. Ayat Ullah, Molla Nazmus Saqib, Nabeel Mohammed, Sifat Momen

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

End-to-End Optical Character Recognition Using Sythetic Dataset Generator for Noisy Conditions.

Md. Shopon, Nazmul Alam Diptu, Nabeel Mohammed

Proceedings of International Joint Conference on Computational Intelligence, 2019

Estimating Severity from CT Scans of Tuberculosis Patients using 3D Convolutional Nets and Slice Selection.

Hasib Zunair, Aimon Rahman, Nabeel Mohammed

Proceedings of the Working Notes of CLEF 2019, 2019

2018

Chittron: An Automatic Bangla Image Captioning System.

Motiur Rahman, Nabeel Mohammed, Nafees Mansoor, Sifat Momen

CoRR, 2018

2017

BanglaLekha-Isolated: A Comprehensive Bangla Handwritten Character Dataset.

Mithun Biswas, Rafiqul Islam, Gautam Kumar Shom, Md. Shopon, Nabeel Mohammed, Sifat Momen, Md Anowarul Abedin

CoRR, 2017

Application of image retrieval for aesthetic evaluation and improvement suggestion of isolated Bangla handwritten characters.

Mithun Biswas, Rafiqul Islam, Gautam Kumar Shom, Nabeel Mohammed, Sifat Momen, Nafees Mansoor, Md Anowarul Abedin

Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

2016

Learning "initial feature weights" for CBIR using query augmentation.

Tasnim Sami, Nabeel Mohammed, Sifat Momen

Int. J. Multim. Inf. Retr., 2016

Sentiment Analysis on Bangla and Romanized Bangla Text (BRBT) using Deep Recurrent models.

Asif Hassan, Nabeel Mohammed, Abul Kalam al Azad

CoRR, 2016

A framework for event anomaly detection in cognitive radio based smart community.

S. M. Nadim Uddin, Nafees Mansoor, Musfiqur Rahman, Nabeel Mohammed, Md. Sazzad Hossain

Proceedings of the 2016 International Workshop on Computational Intelligence (IWCI 2016), 2016

Bangla handwritten digit recognition using autoencoder and deep convolutional neural network.

Md. Shopon, Nabeel Mohammed, Md Anowarul Abedin

Proceedings of the 2016 International Workshop on Computational Intelligence (IWCI 2016), 2016

Learning from tagore.

Shimul Hassan, Nabeel Mohammed, Sifat Momen

Proceedings of the 2016 International Workshop on Computational Intelligence (IWCI 2016), 2016

Sentiment analysis on bangla and romanized bangla text using deep recurrent models.

Asif Hassan, Mohammad Rashedul Amin, Abul Kalam al Azad, Nabeel Mohammed

Proceedings of the 2016 International Workshop on Computational Intelligence (IWCI 2016), 2016

Sequence classification: A regression based generalization of two-stage clustering.

Nusrat Jahan Farin, Nafees Mansoor, Sifat Momen, Iftekharul Mobin, Nabeel Mohammed

Proceedings of the 2016 International Workshop on Computational Intelligence (IWCI 2016), 2016

An Effective Multi-Chord Corner Detection Technique.

Naurin Afrin, Nabeel Mohammed, Wei Lai

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015

Big Data Use Case Domains for Telecom Operators.

Rabiul Islam Jony, Ahsan Habib, Nabeel Mohammed, Rakibul Islam Rony

Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

An Evaluation of Data Processing Solutions Considering Preprocessing and "Special" Features.

Rabiul Islam Jony, Nabeel Mohammed, Ahsan Habib, Sifat Momen, Rakibul Islam Rony

Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Chord to Triangular Arm Angle (CTAA), a more accurate version of the CTAR corner detector.

Mohammad Asiful Hossain, Nabeel Mohammed, Rafi Md Najmus Sadat

Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

2014

Independent component filter based adaptive texture features applied to content-based image retrieval.

Nabeel Mohammed

PhD thesis, 2014

An Evaluation of Sparseness as a Criterion for Selecting Independent Component Filters, When Applied to Texture Retrieval.

Nabeel Mohammed, David McG. Squire

Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

2013

Efficient and accurate independent component filter-based features for texure similarity.

Nabeel Mohammed, David McG. Squire

Proceedings of the IEEE International Conference on Image Processing, 2013

ICFSIFT: Improving Collection-Specific CBIR with ICF-Based Local Features.

Nabeel Mohammed, David McG. Squire

Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Improved texture features for CBIR using response scaling and locally normalised convolution.

Nabeel Mohammed, David McG. Squire

Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2011

Effectiveness of ICF Features for Collection-Specific CBIR.

Nabeel Mohammed, David McG. Squire

Proceedings of the Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation, 2011