Search Results for author: Md. Abrar Istiak

Found 5 papers, 1 papers with code

BON: An extended public domain dataset for human activity recognition

no code implementations12 Sep 2022 Girmaw Abebe Tadesse, Oliver Bent, Komminist Weldemariam, Md. Abrar Istiak, Taufiq Hasan, Andrea Cavallaro

Body-worn first-person vision (FPV) camera enables to extract a rich source of information on the environment from the subject's viewpoint.

Human Activity Recognition

SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras

no code implementations19 Aug 2020 Asif Shahriyar Sushmit, Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Taufiq Hasan

In comparison to a single-stream network, the proposed two-stream method achieves an absolute improvement of $14. 366\%$ and $10. 324\%$ for averaged F1 score and accuracy, respectively, when average results are compared for three different frame sizes $224\times224$, $112\times112$, and $64\times64$.

Action Detection Activity Detection +2

Privacy-Aware Activity Classification from First Person Office Videos

no code implementations11 Jun 2020 Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Ridwan Abrar, Ankan Ghosh Dastider, Asif Shahriyar Sushmit, Taufiq Hasan

In the advent of wearable body-cameras, human activity classification from First-Person Videos (FPV) has become a topic of increasing importance for various applications, including in life-logging, law-enforcement, sports, workplace, and healthcare.

Classification General Classification

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