Taufiq Hasan

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 34

Top Topics

Lesion Detection

Convolutional Neural Network

Speaker Verification

Top Venues

IEEE J. Biomed. Health Informatics

Biomed. Signal Process. Control.

Publications

Shams Nafisa Ali, Md. Tazuddin Ahmed, Tasnim Jahan, Joydip Paul, S. M. Sakeef Sani, Nawsabah Noor, Anzirun Nahar Asma, Taufiq Hasan
A web-based mpox skin lesion detection system using state-of-the-art deep learning models considering racial diversity. Biomed. Signal Process. Control. 98 (2024)
Md. Iqbal Hossain, Mohammad Zunaed, Md. Kawsar Ahmed, S. M. Jawwad Hossain, Anwarul Hasan, Taufiq Hasan
ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification. IEEE Access 12 (2024)
Mohammad Zunaed, Md. Aynal Haque, Taufiq Hasan
Learning to Generalize Towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection From Chest X-Rays. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Mohammad Zunaed, Anwarul Hasan, Taufiq Hasan
Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity. CoRR (2024)
Salman Fazle Rabby, Muhammad Abdullah Arafat, Taufiq Hasan
BT-Net: An end-to-end multi-task architecture for brain tumor classification, segmentation, and localization from MRI images. Array 22 (2024)
Shams Nafisa Ali, Samiul Based Shuvo, Muhammad Ishtiaque Sayeed Al-Manzo, Anwarul Hasan, Taufiq Hasan
An End-to-End Deep Learning Framework for Real-Time Denoising of Heart Sounds for Cardiac Disease Detection in Unseen Noise. IEEE Access 11 (2023)
Shams Nafisa Ali, Md. Tazuddin Ahmed, Tasnim Jahan, Joydip Paul, S. M. Sakeef Sani, Nawsabah Noor, Anzirun Nahar Asma, Taufiq Hasan
A Web-based Mpox Skin Lesion Detection System Using State-of-the-art Deep Learning Models Considering Racial Diversity. CoRR (2023)
Mohammad Zunaed, Md. Aynal Haque, Taufiq Hasan
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Framework for Disease Detection from Chest X-rays. CoRR (2023)
Nusrat Binta Nizam, Sadi Mohammad Siddiquee, Mahbuba Shirin, Mohammed Imamul Hassan Bhuiyan, Taufiq Hasan
COVID-19 Severity Prediction from Chest X-ray Images Using an Anatomy-Aware Deep Learning Model. J. Imaging Inform. Medicine 36 (5) (2023)
Shams Nafisa Ali, Md. Tazuddin Ahmed, Joydip Paul, Tasnim Jahan, S. M. Sakeef Sani, Nawsabah Noor, Taufiq Hasan
Monkeypox Skin Lesion Detection Using Deep Learning Models: A Feasibility Study. CoRR (2022)
Girmaw Abebe Tadesse, Oliver Bent, Komminist Weldemariam, Md. Abrar Istiak, Taufiq Hasan, Andrea Cavallaro
BON: An extended public domain dataset for human activity recognition. CoRR (2022)
Md. Istiaq Ansari, Taufiq Hasan
SpectNet : End-to-End Audio Signal Classification Using Learnable Spectrograms. CoRR (2022)
Farhat Binte Azam, Md. Istiaq Ansari, Shoyad Ibn Sabur Khan Nuhash, Ian McLane, Taufiq Hasan
Cardiac anomaly detection considering an additive noise and convolutional distortion model of heart sound recordings. Artif. Intell. Medicine 133 (2022)
Md. Iqbal Hossain, S. M. Jawwad Hossain, Mohammad Zunaed, Taufiq Hasan
A Novel Attention Mechanism Using Anatomical Prior Probability Maps for Thoracic Disease Classification from X-Ray Images. CoRR (2022)
Uday Kamal, Mohammad Zunaed, Nusrat Binta Nizam, Taufiq Hasan
Anatomy-XNet: An Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification in Chest X-Rays. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Nusrat Binta Nizam, Shoyad Ibn Sabur Khan Nuhash, Taufiq Hasan
Hilbert-envelope features for cardiac disease classification from noisy phonocardiograms. Biomed. Signal Process. Control. 78 (2022)
Samiul Based Shuvo, Shams Nafisa Ali, Soham Irtiza Swapnil, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Farhat Binte Azam, Md. Istiaq Ansari, Ian McLane, Taufiq Hasan
Heart Sound Classification Considering Additive Noise and Convolutional Distortion. CoRR (2021)
Uday Kamal, Mohammad Zunaed, Nusrat Binta Nizam, Taufiq Hasan
Anatomy X-Net: A Semi-Supervised Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification. CoRR (2021)
Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Ridwan Abrar, Ankan Ghosh Dastider, Asif Shahriyar Sushmit, Taufiq Hasan
Privacy-Aware Activity Classification from First Person Office Videos. CoRR (2020)
Meemnur Rashid, Kaisar Ahmed Alman, Khaled Hasan, John H. L. Hansen, Taufiq Hasan
Respiratory Distress Detection from Telephone Speech using Acoustic and Prosodic Features. CoRR (2020)
Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari, Zhe Feng, Taufiq Hasan
Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Asif Shahriyar Sushmit, Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Taufiq Hasan
SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras. CoRR (2020)
Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
X-Ray Image Compression Using Convolutional Recurrent Neural Networks. BHI (2019)
Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets. BHI (2019)
Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets. CoRR (2019)
Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan
X-Ray Image Compression Using Convolutional Recurrent Neural Networks. CoRR (2019)
Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification. CoRR (2018)
Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification. INTERSPEECH (2018)
Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection. EMBC (2018)
Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection. CoRR (2018)
Rakib Hyder, Shabnam Ghaffarzadegan, Zhe Feng, John H. L. Hansen, Taufiq Hasan
Acoustic Scene Classification Using a CNN-SuperVector System Trained with Auditory and Spectrogram Image Features. INTERSPEECH (2017)
Taufiq Hasan, Mohammed Abdel-Wahab, Srinivas Parthasarathy, Carlos Busso, Yang Liu
Automatic composition of broadcast news summaries using rank classifiers trained with acoustic and lexical features. ICASSP (2016)
Mahesh Kumar Nandwana, Taufiq Hasan
Towards Smart-Cars That Can Listen: Abnormal Acoustic Event Detection on the Road. INTERSPEECH (2016)
John H. L. Hansen, Taufiq Hasan
Speaker Recognition by Machines and Humans: A tutorial review. IEEE Signal Process. Mag. 32 (6) (2015)
Srinivas Parthasarathy, Taufiq Hasan
Automatic broadcast news summarization via rank classifiers and crowdsourced annotation. ICASSP (2015)
Taufiq Hasan, John H. L. Hansen
Maximum Likelihood Acoustic Factor Analysis Models for Robust Speaker Verification in Noise. IEEE ACM Trans. Audio Speech Lang. Process. 22 (2) (2014)
Taufiq Hasan, Hynek Boril, Abhijeet Sangwan, John H. L. Hansen
Multi-modal highlight generation for sports videos using an information-theoretic excitability measure. EURASIP J. Adv. Signal Process. 2013 (2013)
Gang Liu, Taufiq Hasan, Hynek Boril, John H. L. Hansen
An investigation on back-end for speaker recognition in multi-session enrollment. ICASSP (2013)
Ville Hautamäki, Kong-Aik Lee, David A. van Leeuwen, Rahim Saeidi, Anthony Larcher, Tomi Kinnunen, Taufiq Hasan, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, John H. L. Hansen, Benoit G. B. Fauve
Automatic regularization of cross-entropy cost for speaker recognition fusion. INTERSPEECH (2013)
Taufiq Hasan, Seyed Omid Sadjadi, Gang Liu, Navid Shokouhi, Hynek Boril, John H. L. Hansen
CRSS systems for 2012 NIST Speaker Recognition Evaluation. ICASSP (2013)
Taufiq Hasan, John H. L. Hansen
Acoustic Factor Analysis for Robust Speaker Verification. IEEE Trans. Speech Audio Process. 21 (4) (2013)
Taufiq Hasan, John H. L. Hansen
Acoustic factor analysis based universal background model for robust speaker verification in noise. INTERSPEECH (2013)
Taufiq Hasan, Rahim Saeidi, John H. L. Hansen, David A. van Leeuwen
Duration mismatch compensation for i-vector based speaker recognition systems. ICASSP (2013)
Seyed Omid Sadjadi, Taufiq Hasan, John H. L. Hansen
Mean Hilbert Envelope Coefficients (MHEC) for Robust Speaker Recognition. INTERSPEECH (2012)
Taufiq Hasan, Hynek Boril, Abhijeet Sangwan, John H. L. Hansen
A multi-modal highlight extraction scheme for sports videos using an information-theoretic excitability measure. ICASSP (2012)
Taufiq Hasan, John H. L. Hansen
Front-end Channel Compensation using Mixture-dependent Feature Transformations for i-Vector Speaker Recognition. INTERSPEECH (2012)
Keith W. Godin, Taufiq Hasan, John H. L. Hansen
Glottal Waveform Analysis of Physical Task Stress Speech. INTERSPEECH (2012)
Taufiq Hasan, John H. L. Hansen
Factor analysis of acoustic features using a mixture of probabilistic principal component analyzers for robust speaker verification. Odyssey (2012)
Taufiq Hasan, John H. L. Hansen
Integrated Feature Normalization and Enhancement for robust Speaker Recognition using Acoustic Factor Analysis. INTERSPEECH (2012)
Taufiq Hasan, John H. L. Hansen
A Study on Universal Background Model Training in Speaker Verification. IEEE Trans. Speech Audio Process. 19 (7) (2011)
Taufiq Hasan, John H. L. Hansen
Robust Speaker Recognition in Non-Stationary Room Environments Based on Empirical Mode Decomposition. INTERSPEECH (2011)
Taufiq Hasan, Yun Lei, Aravind Chandrasekaran, John H. L. Hansen
A novel feature sub-sampling method for efficient universal background model training in speaker verification. ICASSP (2010)
Hynek Boril, Abhijeet Sangwan, Taufiq Hasan, John H. L. Hansen
Automatic excitement-level detection for sports highlights generation. INTERSPEECH (2010)
Taufiq Hasan, Md. Kamrul Hasan
Suppression of Residual Noise From Speech Signals Using Empirical Mode Decomposition. IEEE Signal Process. Lett. 16 (1) (2009)
Taufiq Hasan, Moyeenul Huq, Rakesh Mitra, Md. Kamrul Hasan
A two stage speech enhancement method for further improvement of speech quality by extracting signal from residual. ISSPA (2007)
Taufiq Hasan, Md. Kamrul Hasan
A probabilistic speech enhancement filter utilizing the constructive and destructive interference of noise. EUSIPCO (2007)