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Results for “"Md. Istiak Hossain Shihab"”

7 results

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

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Md. Istiak Hossain Shihab, Nazia Tasnim, Hasib Zunair, Labiba Kanij Rupty et al.

Journal: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)Year: 2022Citations: 10

Multi-class product counting and recognition identifies product items from images or videos for automated retail checkout. The task is challenging due to the real-world scenario of occlusions where product items overlap, fast movement in conveyor belt, large similarity in overall appearance of the i...

Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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BaDLAD: A Large Multi-Domain Bengali Document Layout Analysis Dataset

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Md. Istiak Hossain Shihab, Md. Rakibul Hasan, Mahfuzur Rahman Emon, Syed Mobassir Hossen et al.

Journal: Lecture notes in computer scienceYear: 2023Citations: 8
Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Observing the Unobserved: A Newspaper Based Dengue Surveillance System for the Low-Income Regions of Bangladesh

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Nazia Tasnim, Md. Istiak Hossain Shihab, M. Shahidur Rahman, Jillur Rahman Saurav et al.

Journal: Proceedings of the ... International Florida Artificial Intelligence Research Society ConferenceYear: 2021Citations: 2

Dengue is one of the emerging diseases of this century, which established itself as both endemic and epidemic - particularly in the tropical and subtropical-regions. Because of its high morbidity and mortality rates, Dengue is a significant economic and health burden for middle to lower-income count...

Health SciencesMedicineEpidemiologyOpen Access
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Exploring the Scope and Potential of Local Newspaper-based Dengue Surveillance in Bangladesh

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Nazia Tasnim, Md. Istiak Hossain Shihab, M. Shahidur Rahman, Sheikh Rabiul Islam et al.

Journal: arXiv (Cornell University)Year: 2021Citations: 1

Dengue fever has been considered to be one of the global public health problems of the twenty-first century, especially in tropical and subtropical countries of the global south. The high morbidity and mortality rates of Dengue fever impose a huge economic and health burden for middle and low-income...

Health SciencesMedicineEpidemiologyOpen Access
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Choice of assemblers has a critical impact on de novo assembly of SARS-CoV-2 genome and characterizing variants

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Rashedul Islam, Rajan Saha Raju, Nazia Tasnim, Md. Istiak Hossain Shihab et al.

Journal: bioRxiv (Cold Spring Harbor Laboratory)Year: 2020Citations: 1

Abstract Background Coronavirus Disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has become a global pandemic following its initial emergence in China. Using next-generation sequencing technologies, a large number of SARS-CoV-2 genomes are being sequenc...

Physical SciencesEnvironmental ScienceEcologyOpen Access
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From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge

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Association for Computational Linguistics 2025, Anika Ahmed, Nafis Chowdhury, Md. Moinul Haque et al.

Journal: Open MINDYear: 2025

Recent progress in NLP research has demonstrated remarkable capabilities of large language models (LLMs) across a wide range of tasks. While recent multilingual benchmarks have advanced cultural evaluation for LLMs, critical gaps remain in capturing the nuances of low-resource cultures. Our work add...

Natural language processingLinguisticsArtificial intelligenceOpen Access
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Bornil: An open-source sign language data crowdsourcing platform for AI enabled dialect-agnostic communication

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Shahriar Elahi Dhruvo, Md. Akhlaqur Rahman, Manash Kumar Mandal, Md. Istiak Hossain Shihab et al.

Journal: arXiv (Cornell University)Year: 2023

The absence of annotated sign language datasets has hindered the development of sign language recognition and translation technologies. In this paper, we introduce Bornil; a crowdsource-friendly, multilingual sign language data collection, annotation, and validation platform. Bornil allows users to ...

Physical SciencesComputer ScienceHuman-Computer InteractionOpen Access
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