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  1. No Access

    Chapter and Conference Paper

    AutoEnhancer: Transformer on U-Net Architecture Search for Underwater Image Enhancement

    Deep neural architecture plays an important role in underwater image enhancement in recent years. Although most approaches have successfully introduced different structures (e.g., U-Net, generative adversarial...

    Yi Tang, Takafumi Iwaguchi, Hiroshi Kawasaki, Ryusuke Sagawa in Computer Vision – ACCV 2022 (2023)

  2. No Access

    Chapter and Conference Paper

    GCN-Calculated Graph-Feature Embedding for 3D Endoscopic System Based on Active Stereo

    One of the promising fields for active-stereo sensors is medical applications such as 3D endoscope systems. For such systems, robust correspondence estimation between the detected patterns and the projected pa...

    Michihiro Mikamo, Hiroshi Kawasaki, Ryusuke Sagawa in Frontiers of Computer Vision (2021)

  3. No Access

    Chapter and Conference Paper

    Dense Pixel-Wise Micro-motion Estimation of Object Surface by Using Low Dimensional Embedding of Laser Speckle Pattern

    This paper proposes a method of estimating micro-motion of an object at each pixel that is too small to detect under a common setup of camera and illumination. The method introduces an active-lighting approach...

    Ryusuke Sagawa, Yusuke Higuchi, Hiroshi Kawasaki in Computer Vision – ACCV 2020 (2021)

  4. Chapter and Conference Paper

    Robust Structured Light System Against Subsurface Scattering Effects Achieved by CNN-Based Pattern Detection and Decoding Algorithm

    To reconstruct 3D shapes of real objects, a structured-light technique has been commonly used especially for practical purposes, such as inspection, industrial modeling, medical diagnosis, etc., because of sim...

    Ryo Furukawa, Daisuke Miyazaki, Masashi Baba in Computer Vision – ECCV 2018 Workshops (2019)

  5. Chapter and Conference Paper

    Wide-Area Shape Reconstruction by 3D Endoscopic System Based on CNN Decoding, Shape Registration and Fusion

    For effective in situ endoscopic diagnosis and treatment, dense and large areal shape reconstruction is important. For this purpose, we develop 3D endoscopic systems based on active stereo, which projects a grid ...

    Ryo Furukawa, Masaki Mizomori in OR 2.0 Context-Aware Operating Theaters, C… (2018)

  6. Chapter and Conference Paper

    Auto-calibration Method for Active 3D Endoscope System Using Silhouette of Pattern Projector

    In this paper, we develop an active stereo system for endoscope which requires auto-calibration, because a micro pattern projector is inserted through the instrument channel during an operation and cannot be f...

    Ryo Furukawa, Masahito Naito, Daisuke Miyazaki, Masahi Baba in Image and Video Technology (2018)

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    Chapter and Conference Paper

    3D Endoscope System Using Asynchronously Blinking Grid Pattern Projection for HDR Image Synthesis

    3D endoscopic systems have been researched and developed to measure the actual shape and size of living tissues for the purpose of remote surgery and diagnosis, to name a few. For such systems, active stereo t...

    Ryo Furukawa, Masahito Naito in Computer Assisted and Robotic Endoscopy an… (2017)

  8. Chapter and Conference Paper

    Two Plane Volumetric Display for Simultaneous Independent Images at Multiple Depths

    We propose a new projection system to visualise different independent images simultaneously on planes placed at different depths within a volume using multiple projectors. This is currently not possible with t...

    Marco Visentini-Scarzanella, Takuto Hirukawa in Image and Video Technology – PSIVT 2015 Wo… (2016)

  9. No Access

    Chapter and Conference Paper

    Tissue Shape Acquisition with a Hybrid Structured Light and Photometric Stereo Endoscopic System

    In situ 3D reconstruction from endoscopic images is important to determine the correct course of action for, e.g., treatment of abnormal growths. Currently, the endoscopist has to rely solely on visual c...

    Marco Visentini-Scarzanella, Tatsuya Hanayama in Computer-Assisted and Robotic Endoscopy (2016)

  10. Chapter and Conference Paper

    Shape Acquisition and Registration for 3D Endoscope Based on Grid Pattern Projection

    For effective endoscopic diagnosis and treatment, size measurement and shape characterization of lesions, such as tumors, is important. For this purpose, 3D endoscopic systems based on active stereo to measure...

    Ryo Furukawa, Hiroki Morinaga, Yoji Sanomura, Shinji Tanaka in Computer Vision – ECCV 2016 (2016)

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    Chapter and Conference Paper

    A Comparative Study on Self-Adaptive Differential Evolution Algorithms for Test Functions and a Real-World Problem

    This paper compares novel self-adaptive Differential Evolution algorithms (SADEs) on noisy test functions to see how robust the algorithms are against noise in fitness function. This paper also compares the pe...

    Shota Eguchi, Yuki Matsugano, Hirokazu Sakaguchi in Learning and Intelligent Optimization (2015)

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    Chapter and Conference Paper

    Extraction and Visualization of Cardiac Beat by Grid-Based Active Stereo

    We propose a method to observe cardiac beat from 3D shape information of body surface by using grid-based active stereo, and report preliminary experiments to evaluate validities of the proposed method. By com...

    Hirooki Aoki, Ryo Furukawa, Masahito Aoyama in Advances in Depth Image Analysis and Appli… (2013)

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    Chapter and Conference Paper

    Behavioral Tendency Obfuscation Framework for Personalization Services

    Web service providers collect user behaviors, such as purchases or locations, and use this information to provide personalized content. While no provider can collect behavioral information across different ser...

    Ryo Furukawa, Takao Takenouchi, Takuya Mori in Database and Expert Systems Applications (2013)

  14. Chapter and Conference Paper

    Single Color One-Shot Scan Using Topology Information

    In this paper, we propose a new technique to achieve one-shot scan using single color and static pattern projector; such a method is ideal for acquisition of a moving object. Since a projector-camera systems g...

    Hiroshi Kawasaki, Hitoshi Masuyama in Computer Vision – ECCV 2012. Workshops and… (2012)

  15. No Access

    Chapter and Conference Paper

    Video Deblurring and Super-Resolution Technique for Multiple Moving Objects

    Video camera is now commonly used and demand of capturing a single frame from video sequence is increasing. Since resolution of video camera is usually lower than digital camera and video data usually contains...

    Takuma Yamaguchi, Hisato Fukuda, Ryo Furukawa in Computer Vision – ACCV 2010 (2011)

  16. No Access

    Chapter and Conference Paper

    Super-Resolution of Multiple Moving 3D Objects with Pixel-Based Registration

    In this paper, we propose a super-resolution technique for multiple independently moving 3D objects from a single camera, the camera is also allowed to move freely. Previous techniques were mostly focused on p...

    Takuma Yamaguchi, Hiroshi Kawasaki, Ryo Furukawa in Computer Vision – ACCV 2009 (2010)

  17. No Access

    Chapter and Conference Paper

    Improved Space Carving Method for Merging and Interpolating Multiple Range Images Using Information of Light Sources of Active Stereo

    To merge multiple range data obtained by range scanners, filling holes caused by unmeasured regions, the space carving method is a simple and effective method. However, this method often fails if the number of...

    Ryo Furukawa, Tomoya Itano, Akihiko Morisaka in Computer Vision – ACCV 2007 (2007)

  18. No Access

    Chapter and Conference Paper

    Shape Reconstruction from Cast Shadows Using Coplanarities and Metric Constraints

    To date, various techniques of shape reconstruction using cast shadows have been proposed. The techniques have the advantage that they can be applied to various scenes including outdoor scenes without using sp...

    Hiroshi Kawasaki, Ryo Furukawa in Computer Vision – ACCV 2007 (2007)

  19. No Access

    Chapter and Conference Paper

    Dense 3D Reconstruction with an Uncalibrated Active Stereo System

    In this paper, we describe a novel uncalibrated active stereo system using coded structured light. Structured-light-based active stereo systems generally consist of a camera and projector that require precise ...

    Hiroshi Kawasaki, Yutaka Ohsawa, Ryo Furukawa in Computer Vision – ACCV 2006 (2006)

  20. No Access

    Chapter and Conference Paper

    Dexterous manipulations of humanoid Robot Saika

    This article addresses the development of a humanoid robot named Saika and skillful manipulations performed by Saika. The developed humanoid robot Saika has a two-DOF neck, dual five-DOF upper arms, a torso and a...

    Atsushi Konno, Koichi Nishiwaki, Ryo Furukawa, Mitsunori Tada in Experimental Robotics V (1998)