62 citations · 68 across the 14 of their papers we have counts for
18 papers
Pixel Relationships-based Regularizer for Retinal Vessel Image Segmentation
Lukman Hakim, Takio Kurita
The task of image segmentation is to classify each pixel in the image based on the appropriate label. Various deep learning approaches have been proposed for image segmentation tha…
Single-Image Super-Resolution Reconstruction based on the Differences of Neighboring Pixels
Huipeng Zheng, Lukman Hakim, Takio Kurita +1
The deep learning technique was used to increase the performance of single image super-resolution (SISR). However, most existing CNN-based SISR approaches primarily focus on establ…
Attention-effective multiple instance learning on weakly stem cell colony segmentation
Novanto Yudistira, Muthu Subash Kavitha, Jeny Rajan +1
The detection of induced pluripotent stem cell (iPSC) colonies often needs the precise extraction of the colony features. However, existing computerized systems relied on segmentat…
q-SNE: Visualizing Data using q-Gaussian Distributed Stochastic Neighbor Embedding
Motoshi Abe, Junichi Miyao, Takio Kurita
The dimensionality reduction has been widely introduced to use the high-dimensional data for regression, classification, feature analysis, and visualization. As the one technique o…
Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN
Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita
3D Convolutional Neural Network (3D CNN) captures spatial and temporal information on 3D data such as video sequences. However, due to the convolution and pooling mechanism, the in…
Channel Planting for Deep Neural Networks using Knowledge Distillation
Kakeru Mitsuno, Yuichiro Nomura, Takio Kurita
In recent years, deeper and wider neural networks have shown excellent performance in computer vision tasks, while their enormous amount of parameters results in increased computat…