3 citations · 5 across the 5 of their papers we have counts for
5 papers
RemoteNet: Remote Sensing Image Segmentation Network based on Global-Local Information
Satyawant Kumar, Abhishek Kumar, Dong-Gyu Lee
Remotely captured images possess an immense scale and object appearance variability due to the complex scene. It becomes challenging to capture the underlying attributes in the glo…
Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning
Athul Shibu, Abhishek Kumar, Heechul Jung +1
Convolutional Neural Networks (CNNs) have a large number of parameters and take significantly large hardware resources to compute, so edge devices struggle to run high-level networ…
Visual Question Answering based on Local-Scene-Aware Referring Expression Generation
Jung-Jun Kim, Dong-Gyu Lee, Jialin Wu +2
Visual question answering requires a deep understanding of both images and natural language. However, most methods mainly focus on visual concept; such as the relationships between…
Human Interaction Recognition Framework based on Interacting Body Part Attention
Dong-Gyu Lee, Seong-Whan Lee
Human activity recognition in videos has been widely studied and has recently gained significant advances with deep learning approaches; however, it remains a challenging task. In…
Three-Stream Fusion Network for First-Person Interaction Recognition
Ye-Ji Kim, Dong-Gyu Lee, Seong-Whan Lee
First-person interaction recognition is a challenging task because of unstable video conditions resulting from the camera wearer's movement. For human interaction recognition from…