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Intelligent Sensing Laboratory
Department of Information & Communication Sciences, Sophia University, Japan
https://gyazo.com/175b71e478d78e9ce8ae1eac9a295ea8/thumb/55#.jpg 上智大学 理工学部 情報理工学科 山中研究室
大学院 理工学研究科 情報学領域
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コンピュータビジョンの研究課題に取り組んでいます。
Our main research topics are related to the field of conputer vision.
更新情報 https://scrapbox.io/stream/islab-sophia/
https://gyazo.com/94e7d82e8ce8a82a7ecf3001c2355ac2
News
Aug. 09, 2023
ACPR2023に全天球画像生成に関する論文が採択されました。
Atsuya Nakata, Ryuto Miyazaki, and Takao Yamanaka, "Increasing diversity of omni-directional images generated from single image using cGAN based on MLPMixer," Asian Conference on Pattern Recognition (ACPR), 2023, Kitakyusyu, Japan.
https://gyazo.com/65e1827dee8fe2a71d71d1679b7d2fc2
Jul. 15, 2023
IEICE Transactions on Information and Systems（電子情報通信学会の英文論文誌）に全天球画像に対する顕著性マップ推定の論文がAcceptされました。
Takao Yamanaka, Tatsuya Suzuki, Taiki Nobutsune, and Chenjunlin Wu, "Multi-Scale Estimation for Omni-Directional Saliency Maps Using Learnable Equator Bias," IEICE Transactions on Information and Systems, Vol. E106-D, No. 10, 2023.
https://gyazo.com/d8601b6f11598c27ae6978ab76264cad https://gyazo.com/79e35981e2387acce5493fdaa94abeba
Jul. 02, 2023
ICIP2023に以下の2件の論文がAcceptされました。高さ情報を活用したNeRFの研究と位置不変性を向上するための畳み込みニューラルネットワークのパディング手法の研究です。
Hinata Aoki and Takao Yamanaka, "Improving NeRF with Height Data for Utilization of GIS Data," International Conference on Image Processing (ICIP), 2023, Kuala Lumpur, Malaysia.
Kensuke Mukai and Takao Yamanaka, "Improving Translation Invariance in Convolutional Neural Networks with Peripheral Prediction Padding," International Conference on Image Processing (ICIP), 2023, Kuala Lumpur, Malaysia.
https://gyazo.com/bdf8c4795ba32eb7c35deaa3212b9896
https://gyazo.com/12df00f5875a24470682f0c6811cad23
Oct. 13, 2020
一枚の通常のスナップ写真から全天球画像を生成する手法を提案した論文がSMC2020にAcceptされました。
A conference paper on generating omni-directional image from single snapshot image was accepted in SMC2020.
Keisuke Okubo and Takao Yamanaka, "Omni-Directional Image Generation from Single Snapshot Image," IEEE International Conference on Systems, Man, and Cybernetics (SMC2020), 2018, Miyazaki, Japan. http://smc2020.org/ | https://arxiv.org/abs/2010.05600
https://gyazo.com/fed89039f5302dc5c1c74dce1fb68928
Jan. 22, 2019
学習により大きさが変化するPooling Layerを提案し，顔画像から視線を推定する論文がFG2019にAcceptされました。
A conference paper on learnable pooling layer by adjusting the size of pooling grid for gaze estimation was accepted in FG2019.
Reo Ogusu and Takao Yamanaka , "LPM: Learnable Pooling Module for Efficient Full-Face Gaze Estimation," The 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG2019) , 2019, Lille, France. http://fg2019.org/ | http://arxiv.org/abs/1903.05761
https://gyazo.com/507252892cda20950a3987d9fca11973
Jul. 19, 2018
昨年ACPR2017で発表した論文を発展させたものがACPRのSpecial Issueの論文誌にAcceptされました。
A journal paper was accepted for publication in Special Issue of ACPR2017.
T. Oyama and T. Yamanaka, "Influence of Image Classification Accuracy on Saliency Map Estimation," CAAI Transactions on Intelligence Technology, accepted in 2018. http://ietdl.org/t/XM$iSb | https://arxiv.org/abs/1807.10657
https://gyazo.com/9fb823d1a5f5638a016210dccd5d8935
Jun. 18, 2018
全天球画像の顕著性マップ推定の論文がSMC2018にOralでAcceptされました。
A conference paper on saliency-map estimation for omni-directional images was accepted in SMC2018 as oral presentation.
T. Suzuki and T. Yamanaka, "Saliency Map Estimation for Omni-Directional Image Considering Prior Distributions," IEEE International Conference on Systems, Man, and Cybernetics (SMC2018), 2018, Miyazaki, Japan. http://www.smc2018.org/ | https://arxiv.org/abs/1807.06329
https://gyazo.com/88f5ff61eec4430272391f9bf246e554