Nabeel Mohammed

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 58

Top Topics

Convolutional Neural Network

Feature Weights

Handwritten Characters

Top Venues

Publications

Mominul Islam, Hasib Zunair, Nabeel Mohammed
CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets. Comput. Biol. Medicine 172 (2024)
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
A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR. Int. J. Document Anal. Recognit. 27 (1) (2024)
Mritunjoy Chakraborty, Nishat Naoal, Sifat Momen, Nabeel Mohammed
ANALYZE-AD: A comparative analysis of novel AI approaches for early Alzheimer's detection. Array 22 (2024)
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
BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer. CoRR (2023)
Fahimul Hoque Shubho, Townim Faisal Chowdhury, Ali Cheraghian, Morteza Saberi, Nabeel Mohammed, Shafin Rahman
ChatGPT-guided Semantics for Zero-shot Learning. CoRR (2023)
Mominul Islam, Hasib Zunair, Nabeel Mohammed
CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets. CoRR (2023)
Md. Ekramul Islam, Labib Chowdhury, Faisal Ahamed Khan, Shazzad Hossain, Md. Sourave Hossain, Mohammad Mamun Or Rashid, Nabeel Mohammed, Mohammad Ruhul Amin
SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and its Evaluation. CoRR (2023)
Shadman Rohan, Mojammel Hossain, Mohammad Mamun Or Rashid, Nabeel Mohammed
BenCoref: A Multi-Domain Dataset of Nominal Phrases and Pronominal Reference Annotations. CoRR (2023)
Md. Ekramul Islam, Labib Chowdhury, Faisal Ahamed Khan, Shazzad Hossain, Md. Sourave Hossain, Mohammad Mamun Or Rashid, Nabeel Mohammed, Mohammad Ruhul Amin
SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and Its Evaluation. KDD (2023)
Md. Ismail Hossain, Mirza M. Lutfe Elahi, Sameera Ramasinghe, Ali Cheraghian, Fuad Rahman, Nabeel Mohammed, Shafin Rahman
LumiNet: The Bright Side of Perceptual Knowledge Distillation. CoRR (2023)
Alif Elham Khan, Mohammad Junayed Hasan, Humayra Anjum, Nabeel Mohammed
Shadow: A Novel Loss Function for Efficient Training in Siamese Networks. CoRR (2023)
Md. Saiful Islam, Shuvo Jyoti Das, Md. Riajul Alam Khan, Sifat Momen, Nabeel Mohammed
Detection of COVID-19 and Pneumonia Using Deep Convolutional Neural Network. Comput. Syst. Sci. Eng. 44 (1) (2023)
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
BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer. EMNLP (Findings) (2023)
Mohammed Rakib, Md. Ismail Hossain, Nabeel Mohammed, Fuad Rahman
Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models. ICSCA (2023)
Fahimul Hoque Shubho, Townim Faisal Chowdhury, Ali Cheraghian, Morteza Saberi, Nabeel Mohammed, Shafin Rahman
ChatGPT-guided Semantics for Zero-shot Learning. DICTA (2023)
Sabbir Mollah, Mohammed Rakib, Nabeel Mohammed, Mashrur Wasek, AKM Shahariar Azad Rabby, Fuad Rahman
Automated Mapping of Healthcare Concepts to a Standardized Healthcare Taxonomy. Tiny Papers @ ICLR (2023)
Md. Sazzad Hossain, Pritom Saha, Townim Faisal Chowdhury, Shafin Rahman, Fuad Rahman, Nabeel Mohammed
Rethinking Task-Incremental Learning Baselines. CoRR (2022)
Md. Sazzad Hossain, Pritom Saha, Townim Faisal Chowdhury, Shafin Rahman, Fuad Rahman, Nabeel Mohammed
Rethinking Task-Incremental Learning Baselines. ICPR (2022)
Abu Adnan Sadi, Labib Chowdhury, Nursrat Jahan, Mohammad Newaz Sharif Rafi, Radeya Chowdhury, Faisal Ahamed Khan, Nabeel Mohammed
LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification. CoRR (2022)
Md. Istiak Hossain Shihab, Nazia Tasnim, Hasib Zunair, Labiba Kanij Rupty, Nabeel Mohammed
VISTA: Vision Transformer enhanced by U-Net and Image Colorfulness Frame Filtration for Automatic Retail Checkout. CoRR (2022)
Md. Ismail Hossain, Mohammed Rakib, Mirza M. Lutfe Elahi, Nabeel Mohammed, Shafin Rahman
COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks. CoRR (2022)
Md. Shakib Khan, Kazi Nabiul Alam, Abdur Rab Dhruba, Hasib Zunair, Nabeel Mohammed
Knowledge Distillation approach towards Melanoma Detection. CoRR (2022)
Md. Tahrim Faroque, Yan Yang, Md. Zakir Hossain, Sheikh Motahar Naim, Nabeel Mohammed, Shafin Rahman
Less is More: Facial Landmarks can Recognize a Spontaneous Smile. BMVC (2022)
Mohammed Rakib, Md. Ismail Hossain, Nabeel Mohammed, Fuad Rahman
Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models. CoRR (2022)
Md. Ismail Hossain, Mohammed Rakib, Sabbir Mollah, Fuad Rahman, Nabeel Mohammed
LILA-BOTI : Leveraging Isolated Letter Accumulations By Ordering Teacher Insights for Bangla Handwriting Recognition. CoRR (2022)
Md. Hasan, Koushik Roy, Labiba Rupty, Md. Sourave Hossain, Shirshajit Sengupta, Shehzad Noor Taus Priyo, Nabeel Mohammed
MHASAN: Multi-Head Angular Self Attention Network for Spoof Detection. ICPR (2022)
Md Shakib Khan, Kazi Nabiul Alam, Abdur Rab Dhruba, Hasib Zunair, Nabeel Mohammed
Knowledge distillation approach towards melanoma detection. Comput. Biol. Medicine 146 (2022)
Fahad Rahman Amik, Ahnaf Ismat Tasin, Silvia Ahmed, M. M. Lutfe Elahi, Nabeel Mohammed
Dynamic Rectification Knowledge Distillation. CoRR (2022)
Md. Ismail Hossain, Mohammed Rakib, Sabbir Mollah, Fuad Rahman, Nabeel Mohammed
LILA-BOTI : Leveraging Isolated Letter Accumulations By Ordering Teacher Insights for Bangla Handwriting Recognition. ICPR (2022)
Md. Tahrim Faroque, Yan Yang, Md. Zakir Hossain, Sheikh Motahar Naim, Nabeel Mohammed, Shafin Rahman
Less is More: Facial Landmarks can Recognize a Spontaneous Smile. CoRR (2022)
Md. Istiak Hossain Shihab, Nazia Tasnim, Hasib Zunair, Labiba Kanij Rupty, Nabeel Mohammed
VISTA: Vision Transformer enhanced by U-Net and Image Colorfulness Frame Filtration for Automatic Retail Checkout. CVPR Workshops (2022)
Hasib Zunair, Aimon Rahman, Nabeel Mohammed
ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans. CLEF (Working Notes) (2021)
Hasib Zunair, Aimon Rahman, Nabeel Mohammed
ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans. CoRR (2021)
Koushik Roy, Md. Hasan, Labiba Rupty, Md. Sourave Hossain, Shirshajit Sengupta, Shehzad Noor Taus Priyo, Nabeel Mohammed
Bi-FPNFAS: Bi-Directional Feature Pyramid Network for Pixel-Wise Face Anti-Spoofing by Leveraging Fourier Spectra. Sensors 21 (8) (2021)
Labib Chowdhury, Mustafa Kamal, Najia Hasan, Nabeel Mohammed
Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent Space. CoRR (2021)
Samiya Kabir Youme, Towsif Alam Chowdhury, Hossain Ahamed, Md. Sayeed Abid, Labib Chowdhury, Nabeel Mohammed
Generalization of Bangla Sign Language Recognition Using Angular Loss Functions. IEEE Access 9 (2021)
Labib Chowdhury, Mustafa Kamal, Najia Tasnim, Nabeel Mohammed
Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent Space. BIOSIG (2021)
Hasib Zunair, Aimon Rahman, Nabeel Mohammed, Joseph Paul Cohen
Uniformizing Techniques to Process CT Scans with 3D CNNs for Tuberculosis Prediction. PRIME@MICCAI (2020)
Ifty Mohammad Rezwan, Mirza Belal Ahmed, Shazzad Sakim Sourav, Ezab Quader, Arafat Hossain, Nabeel Mohammed
MixCaps: Capsules With Iteration Free Routing. DICTA (2020)
Hasib Zunair, Aimon Rahman, Nabeel Mohammed, Joseph Paul Cohen
Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction. CoRR (2020)
Md. Sourave Hossain, Labiba Rupty, Koushik Roy, Md. Hasan, Shirshajit Sengupta, Nabeel Mohammed
A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing. DICTA (2020)
Imranul Ashrafi, Muntasir Mohammad, Arani Shawkat Mauree, Galib Md. Azraf Nijhum, Redwanul Karim, Nabeel Mohammed, Sifat Momen
Banner: A Cost-Sensitive Contextualized Model for Bangla Named Entity Recognition. IEEE Access 8 (2020)
Raisa Tahseen Hasanat, MD. Arifur Rahman, Nafees Mansoor, Nabeel Mohammed, Mohammad Shahriar Rahman, Mirza Rasheduzzaman
An IoT based Real-time Data-centric Monitoring System for Vaccine Cold Chain. EWDTS (2020)
K. M. Faizullah Fuhad, Jannat Ferdousey Tuba, Tanzilur Rahman, Nabeel Mohammed
CNN Based Model for Malaria Diagnosis with Knowledge Distillation. ICDSP (2020)
Pias Paul, Moh. Anwar-Ul-Azim Bhuiya, Md. Ayat Ullah, Molla Nazmus Saqib, Nabeel Mohammed, Sifat Momen
A Modern Approach for Sign Language Interpretation Using Convolutional Neural Network. PRICAI (3) (2019)
Hasib Zunair, Aimon Rahman, Nabeel Mohammed
Estimating Severity from CT Scans of Tuberculosis Patients using 3D Convolutional Nets and Slice Selection. CLEF (Working Notes) (2019)
Md. Shopon, Nazmul Alam Diptu, Nabeel Mohammed
End-to-End Optical Character Recognition Using Sythetic Dataset Generator for Noisy Conditions. IJCCI (2019)
Motiur Rahman, Nabeel Mohammed, Nafees Mansoor, Sifat Momen
Chittron: An Automatic Bangla Image Captioning System. CoRR (2018)
Mithun Biswas, Rafiqul Islam, Gautam Kumar Shom, Md. Shopon, Nabeel Mohammed, Sifat Momen, Md Anowarul Abedin
BanglaLekha-Isolated: A Comprehensive Bangla Handwritten Character Dataset. CoRR (2017)
Mithun Biswas, Rafiqul Islam, Gautam Kumar Shom, Nabeel Mohammed, Sifat Momen, Nafees Mansoor, Md Anowarul Abedin
Application of image retrieval for aesthetic evaluation and improvement suggestion of isolated Bangla handwritten characters. ICSIPA (2017)
Tasnim Sami, Nabeel Mohammed, Sifat Momen
Learning "initial feature weights" for CBIR using query augmentation. Int. J. Multim. Inf. Retr. 5 (2) (2016)
Shimul Hassan, Nabeel Mohammed, Sifat Momen
Learning from tagore. IWCI (2016)
Asif Hassan, Mohammad Rashedul Amin, Abul Kalam al Azad, Nabeel Mohammed
Sentiment analysis on bangla and romanized bangla text using deep recurrent models. IWCI (2016)
Md. Shopon, Nabeel Mohammed, Md Anowarul Abedin
Bangla handwritten digit recognition using autoencoder and deep convolutional neural network. IWCI (2016)
Naurin Afrin, Nabeel Mohammed, Wei Lai
An Effective Multi-Chord Corner Detection Technique. DICTA (2016)
S. M. Nadim Uddin, Nafees Mansoor, Musfiqur Rahman, Nabeel Mohammed, Sazzad Hossain
A framework for event anomaly detection in cognitive radio based smart community. IWCI (2016)
Asif Hassan, Nabeel Mohammed, Abul Kalam al Azad
Sentiment Analysis on Bangla and Romanized Bangla Text (BRBT) using Deep Recurrent models. CoRR (2016)
Nusrat Jahan Farin, Nafees Mansoor, Sifat Momen, Iftekharul Mobin, Nabeel Mohammed
Sequence classification: A regression based generalization of two-stage clustering. IWCI (2016)
Rabiul Islam Jony, Nabeel Mohammed, Ahsan Habib, Sifat Momen, Rakibul Islam Rony
An Evaluation of Data Processing Solutions Considering Preprocessing and "Special" Features. SITIS (2015)
Mohammad Asiful Hossain, Nabeel Mohammed, Rafi Md Najmus Sadat
Chord to Triangular Arm Angle (CTAA), a more accurate version of the CTAR corner detector. ICSIPA (2015)
Rabiul Islam Jony, Ahsan Habib, Nabeel Mohammed, Rakibul Islam Rony
Big Data Use Case Domains for Telecom Operators. SmartCity (2015)
Nabeel Mohammed, David McG. Squire
An Evaluation of Sparseness as a Criterion for Selecting Independent Component Filters, When Applied to Texture Retrieval. DICTA (2014)
Nabeel Mohammed, David McG. Squire
ICFSIFT: Improving Collection-Specific CBIR with ICF-Based Local Features. DICTA (2013)
Nabeel Mohammed, David McG. Squire
Improved texture features for CBIR using response scaling and locally normalised convolution. CBMI (2013)
Nabeel Mohammed, David McG. Squire
Efficient and accurate independent component filter-based features for texure similarity. ICIP (2013)
Nabeel Mohammed, David McG. Squire
Effectiveness of ICF Features for Collection-Specific CBIR. Adaptive Multimedia Retrieval (2011)