Search Results for author: Yoshinori Konishi

Found 6 papers, 1 papers with code

Lite-HRNet Plus: Fast and Accurate Facial Landmark Detection

no code implementations23 Aug 2023 Sota Kato, Kazuhiro Hotta, Yuhki Hatakeyama, Yoshinori Konishi

Lite-HRNet Plus achieves two improvements: a novel fusion block based on a channel attention and a novel output module with less computational intensity using multi-resolution feature maps.

Facial Landmark Detection

Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching

no code implementations26 Mar 2021 Hiroki Sakuma, Yoshinori Konishi

Recently proposed DNN-based stereo matching methods that learn priors directly from data are known to suffer a drastic drop in accuracy in new environments.

Image-to-Image Translation Stereo Matching +2

Visualizing Color-wise Saliency of Black-Box Image Classification Models

no code implementations6 Oct 2020 Yuhki Hatakeyama, Hiroki Sakuma, Yoshinori Konishi, Kohei Suenaga

Several techniques have been proposed to address this problem; one of which is RISE, which explains a classification result by a heatmap, called a saliency map, which explains the significance of each pixel.

Classification General Classification +2

Real-Time 6D Object Pose Estimation on CPU

no code implementations21 Nov 2018 Yoshinori Konishi, Kosuke Hattori, Manabu Hashimoto

BPT which is an efficient tree-based data structures for a large number of templates and template matching on rearranged feature maps where nearby features are linearly aligned accelerate the pose estimation.

6D Pose Estimation using RGB Object +1

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