Search Results for author: Abu Bakor Hayat Arnob

Found 3 papers, 1 papers with code

Pathological Primitive Segmentation Based on Visual Foundation Model with Zero-Shot Mask Generation

2 code implementations12 Apr 2024 Abu Bakor Hayat Arnob, Xiangxue Wang, Yiping Jiao, Xiao Gan, Wenlong Ming, Jun Xu

Primitive detection and segmentation in digitized tissue samples are essential for objective and automated diagnosis and prognosis of cancer.

Segmentation

ViTs are Everywhere: A Comprehensive Study Showcasing Vision Transformers in Different Domain

no code implementations9 Oct 2023 Md Sohag Mia, Abu Bakor Hayat Arnob, Abdu Naim, Abdullah Al Bary Voban, Md Shariful Islam

Transformer-based models outperform other types of networks, such as convolutional and recurrent neural networks, in a range of visual benchmarks.

Image Classification Image Denoising +2

DANet: Enhancing Small Object Detection through an Efficient Deformable Attention Network

no code implementations9 Oct 2023 Md Sohag Mia, Abdullah Al Bary Voban, Abu Bakor Hayat Arnob, Abdu Naim, Md Kawsar Ahmed, Md Shariful Islam

Simultaneously, when evaluated on the Pascal VOC dataset, our model showcases its ability to detect objects across a wide spectrum of categories within complex and small scenes.

object-detection Small Object Detection

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