1 code implementation • 13 Feb 2024 • Husne Ara Rubaiyeat, Hasan Mahmud, Ahsan Habib, Md. Kamrul Hasan
Sign language discourse is an essential mode of daily communication for the deaf and hard-of-hearing people.
no code implementations • 24 Oct 2023 • Nazmus Sakib, G. M. Shahariar, Md. Mohsinul Kabir, Md. Kamrul Hasan, Hasan Mahmud
Sharing cooking recipes is a great way to exchange culinary ideas and provide instructions for food preparation.
1 code implementation • 2 Sep 2023 • Md. Kamrul Hasan, Haobo Zhu, Guang Yang, Choon Hwai Yap
We propose a framework that combines three strategies for DLIR in both fetal and adult echo: (1) an anatomic shape-encoded loss to preserve physiological myocardial and left ventricular anatomical topologies in warped images; (2) a data-driven loss that is trained adversarially to preserve good image texture features in warped images; and (3) a multi-scale training scheme of a data-driven and anatomically constrained algorithm to improve accuracy.
no code implementations • 27 Mar 2023 • Nazmus Sakib, G. M. Shahariar, Md. Mohsinul Kabir, Md. Kamrul Hasan, Hasan Mahmud
In this study, we present a novel dataset of two million culinary recipes labeled in respective categories leveraging the knowledge of food experts and an active learning technique.
no code implementations • 19 Sep 2022 • Farhan Sadik, Md. Kamrul Hasan
Parallel imaging and compressed sensing (CS) both reduce the amount of data captured in the k-space, which speeds up traditional MRI acquisition.
no code implementations • 25 Aug 2022 • Md. Kamrul Hasan, Md. Asif Ahamad, Choon Hwai Yap, Guang Yang
The Computer-aided Diagnosis or Detection (CAD) approach for skin lesion analysis is an emerging field of research that has the potential to alleviate the burden and cost of skin cancer screening.
no code implementations • 16 Mar 2022 • Mashrur M. Morshed, Ahmad Omar Ahsan, Hasan Mahmud, Md. Kamrul Hasan
In this paper, we propose an efficient MLP-based approach for learning audio representations, namely timestamp and scene-level audio embeddings.
no code implementations • International Conference on Machine Vision 2022 • S. M. Rayeed, Gazi Wasif Akram, Sidratul Tamzida Tuba, Golam Sadman Zilani, Hasan Mahmud, Md. Kamrul Hasan
The existing dataset for Sign Language Recognition (SLR) in Bangla Sign Language (BdSL) is based on RGB images.
no code implementations • 12 Feb 2022 • Md. Kamrul Hasan, Sifat Redwan Wahid, Faria Rahman, Shanjida Khan Maliha, Sauda Binte Rahman
Preprocessing action consists of raw signal denoising, using either Discrete Wavelet Transform (DWT) or highpass or bandpass filtering and data standardization.
no code implementations • 5 Feb 2022 • Shahed Anzarus Sabab, Mohammad Ridwan Kabir, Sayed Rizban Hussain, Hasan Mahmud, Md. Kamrul Hasan, Husne Ara Rubaiyeat
From interactive interfaces containing either textual or graphical information, intention to perceive desired information is subjective and strongly connected with eye gaze.
no code implementations • 3 Jan 2022 • Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev
Lung cancer is one of the deadliest cancers, and in part its effective diagnosis and treatment depend on the accurate delineation of the tumor.
no code implementations • 21 Nov 2021 • Fardin Saad, Hasan Mahmud, Mohammad Ridwan Kabir, Md. Alamin Shaheen, Paresha Farastu, Md. Kamrul Hasan
We employed three Emotional Speech Sets (ESS), of which the first two were developed by native Bengali speakers in Bangla and English languages separately.
1 code implementation • 6 Jul 2021 • Hasan Mahmud, Mashrur M. Morshed, Md. Kamrul Hasan
In this paper, we revisit this approach to hand gesture recognition and suggest several improvements.
no code implementations • 31 May 2021 • Ovishake Sen, Mohtasim Fuad, Md. Nazrul Islam, Jakaria Rabbi, Mehedi Masud, Md. Kamrul Hasan, Md. Abdul Awal, Awal Ahmed Fime, Md. Tahmid Hasan Fuad, Delowar Sikder, Md. Akil Raihan Iftee
However, English is the predominant language for online resources and technical knowledge, journals, and documentation.
no code implementations • 9 May 2021 • Chayan Mondal, Md. Kamrul Hasan, Md. Tasnim Jawad, Aishwariya Dutta, Md. Rabiul Islam, Md. Abdul Awal, Mohiuddin Ahmad
We explore the weighted ensemble of different deep CNNs to recommend a better ALL cell classifier.
no code implementations • 11 Feb 2021 • Md. Kamrul Hasan, Md. Tasnim Jawad, Kazi Nasim Imtiaz Hasan, Sajal Basak Partha, Md. Masum Al Masba, Shumit Saha
The novel COVID-19 is a global pandemic disease overgrowing worldwide.
no code implementations • 3 Feb 2021 • Tarun Kanti Ghosh, Md. Kamrul Hasan, Shidhartho Roy, Md. Ashraful Alam, Eklas Hossain, Mohiuddin Ahmad
Accurate and robust whole heart substructure segmentation is crucial in developing clinical applications, such as computer-aided diagnosis and computer-aided surgery.
no code implementations • 3 Feb 2021 • Md. Kamrul Hasan, Shidhartho Roy, Chayan Mondal, Md. Ashraful Alam, Md. Toufick E Elahi, Aishwariya Dutta, S. M. Taslim Uddin Raju, Md. Tasnim Jawad, Mohiuddin Ahmad
For the recognition sub-network, the outputs of three fully connected layers, utilizing feature maps of two encoders and FFM, are aggregated to obtain a final lesion class.
no code implementations • 10 Sep 2020 • Abdul Muntakim Rafi, Jonathan Wu, Md. Kamrul Hasan
Furthermore, we attain an overall accuracy of 99. 68% in image manipulation detection, which implies that it can be used as a general-purpose network for image forensic tasks.
2 code implementations • 21 Jul 2020 • Md. Kamrul Hasan, Md. Ashraful Alam, Md. Toufick E Elahi, Shidhartho Roy, Sifat Redwan Wahid
Our source codes and model are publicly available at https://github. com/kamruleee51/CVR-Net.
no code implementations • 3 Jun 2020 • Sabbir Ahmed, Uday Kamal, Md. Kamrul Hasan
However, the SOTA (SOTA) methods have been evaluated on clean and challenge-free datasets and overlooked the performance deterioration associated with different challenging conditions (CCs) that obscure the traffic images captured in the wild.
no code implementations • 2 Dec 2019 • Jayanta Dey, Md. Kamrul Hasan
In this paper, we propose a multiframe-based adaptive despeckling (MADS) algorithm to reconstruct a high-resolution B-mode image from raw radio-frequency (RF) data that is based on a multiple input single output (MISO) model.
no code implementations • 7 Oct 2019 • Md. Kamrul Hasan, Nazmus Sakib, Joshua Field, Richard R. Love, Sheikh I. Ahamed
We generate two input feature matrices based on observation of two different data sets.
1 code implementation • ACL 2020 • Wasifur Rahman, Md. Kamrul Hasan, Sangwu Lee, Amir Zadeh, Chengfeng Mao, Louis-Philippe Morency, Ehsan Hoque
It does so by generating a shift to internal representation of BERT and XLNet; a shift that is conditioned on the visual and acoustic modalities.
2 code implementations • 9 Jul 2019 • Md. Kamrul Hasan, Lavsen Dahal, Prasad N. Samarakoon, Fakrul Islam Tushar, Robert Marti Marly
We evaluate our proposed model on two publicly available datasets, namely ISIC-2017 and PH2.
no code implementations • 9 Jul 2019 • Md. Kamrul Hasan, Tajwar Abrar Aleef
Pre-trained VGG19 network is used to extract features which are then followed by bagged decision tree for features selection and then a Support Vector Machine (SVM) classifier is trained and used for classifying between the mass and non-mass.
no code implementations • 21 May 2019 • Md. Iftekhar Tanveer, Md. Kamrul Hasan, Daniel Gildea, M. Ehsan Hoque
Automated prediction of public speaking performance enables novel systems for tutoring public speaking skills.
no code implementations • IJCNLP 2019 • Md. Kamrul Hasan, Wasifur Rahman, Amir Zadeh, Jianyuan Zhong, Md. Iftekhar Tanveer, Louis-Philippe Morency, Mohammed, Hoque
The dataset and accompanying studies, present a framework in multimodal humor detection for the natural language processing community.
no code implementations • 5 Apr 2019 • Md. Kamrul Hasan, Basel Alyafi, Fakrul Islam Tushar
The contribution of this paper is to present and compare two different approaches to skin lesion segmentation.
1 code implementation • 29 Mar 2019 • Fakrul Islam Tushar, Basel Alyafi, Md. Kamrul Hasan, Lavsen Dahal
The outcome of the research indicates that for the IBSR18 data-set, pre-processing and proper tuning of hyper-parameters for NeuroNet model have improvement in DSC for the brain tissue segmentation.
1 code implementation • 30 Sep 2018 • Md. Kamrul Hasan, Fakrul Islam Tushar
For analysis cardiac functionality, extracting information from the Left ventricular (LV) is already a broad field of Medical Imaging.
no code implementations • 27 Dec 2015 • David Rim, Sina Honari, Md. Kamrul Hasan, Chris Pal
We use a weakly-supervised approach in which identity labels are used to learn the different factors of variation linked to identity separately from factors related to expression.
no code implementations • 18 Nov 2015 • Md. Kamrul Hasan, Christopher J. Pal
We examine a new form of smooth approximation to the zero one loss in which learning is performed using a reformulation of the widely used logistic function.
no code implementations • 13 Apr 2013 • Md. Rakib Hassan, Md. Kamrul Hasan, M. M. A. Hashem
Solving large traveling salesman problem (TSP) in an efficient way is a challenging area for the researchers of computer science.