7 citations · 11 across the 4 of their papers we have counts for
4 papers
DAS: A Deformable Attention to Capture Salient Information in CNNs
Farzad Salajegheh, Nader Asadi, Soroush Saryazdi +1
Convolutional Neural Networks (CNNs) excel in local spatial pattern recognition. For many vision tasks, such as object recognition and segmentation, salient information is also pre…
ConceptFusion: Open-set Multimodal 3D Mapping
Krishna Murthy Jatavallabhula, Alihusein Kuwajerwala, Qiao Gu +14
Building 3D maps of the environment is central to robot navigation, planning, and interaction with objects in a scene. Most existing approaches that integrate semantic concepts wit…
EDIZ: An Error Diffusion Image Zooming Scheme
Soroush Saryazdi, Saman Saryazdi, Hossein Nezamabadi-pour
Interpolation based image zooming methods provide a high execution speed and low computational complexity. However, the quality of the zoomed images is unsatisfactory in many cases…
NPC: Neighbors Progressive Competition Algorithm for Classification of Imbalanced Data Sets
Soroush Saryazdi, Bahareh Nikpour, Hossein Nezamabadi-pour
Learning from many real-world datasets is limited by a problem called the class imbalance problem. A dataset is imbalanced when one class (the majority class) has significantly mor…