Integrated knowledge description of image and language to acquire the concept of linguistic symbol standing for shape and structure through learning. - Shuichi Arai (Syst. Comput. Jpn., 1999)

A reinforcement learning method using a dynamic reinforcement function based on action selection probability. - Yugo Hasegawa; Satoko Takada; Hidehiro Nakano; Shuichi Arai; Arata Miyauchi (Syst. Comput. Jpn., 2007)

Synthesis of Gabor filtered signal by convolving low-Q filtered signal with Gaussian function for efficient computation. - Shohei Inaba; Shuichi Arai (GlobalSIP, 2013)

Fast multiresolution Gabor Transform based on synthesis of high frequency resolution spectrum from low frequency resolution spectra. - Ryosuke Takayama; Shuichi Arai (GlobalSIP, 2014)

Resolution conversion of a local time-frequency region by convolution of a Gaussian and Gabor spectrum. - Masayuki Takagi; Shuichi Arai (ISITA, 2016)

Inference with model uncertainty on indoor scene for semantic segmentation. - Shuya Isobe; Shuichi Arai (GlobalSIP, 2017)

Deep convolutional encoder-decoder network with model uncertainty for semantic segmentation. - Shuya Isobe; Shuichi Arai (INISTA, 2017)

Semantic Segmentation with Attention-Modulated Feature Fusion in HRNET V2. - Weijie Zhang; Shuhei Kaneko; Shuichi Arai (ISITA, 2024)