Papers Mixed Reality
“Mixed Reality” 태그가 달린 논문 230편 · 필터 해제
CL-Splats: Continual Learning of Gaussian Splatting with Local Optimization
In dynamic 3D environments, accurately updating scene representations over time is crucial for applications in robotics, mixed reality, and embodied AI. As scenes evolve, efficient methods to incorporate changes are need…
3D Scene ReconstructionChange DetectionContinual LearningMixed RealityLRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System
Simultaneous Localization and Mapping (SLAM) has been crucial across various domains, including autonomous driving, mobile robotics, and mixed reality. Dense visual SLAM, leveraging RGB-D camera systems, offers advantage…
Autonomous DrivingMixed RealitySimultaneous Localization and MappingTensor DecompositionMulti-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR
Extended reality (XR) systems, which consist of virtual reality (VR), augmented reality (AR), and mixed reality (XR), offer a transformative interface for immersive, multi-modal, and embodied human-computer interaction. …
Federated LearningMixed RealityPrivacy PreservingCHRIS: Clothed Human Reconstruction with Side View Consistency
Creating a realistic clothed human from a single-view RGB image is crucial for applications like mixed reality and filmmaking. Despite some progress in recent years, mainstream methods often fail to fully utilize side-vi…
Mixed RealityPatient-Specific Dynamic Digital-Physical Twin for Coronary Intervention Training: An Integrated Mixed Reality Approach
Background and Objective: Precise preoperative planning and effective physician training for coronary interventions are increasingly important. Despite advances in medical imaging technologies, transforming static or lim…
3D ReconstructionMixed RealityQuickSplat: Fast 3D Surface Reconstruction via Learned Gaussian Initialization
Surface reconstruction is fundamental to computer vision and graphics, enabling applications in 3D modeling, mixed reality, robotics, and more. Existing approaches based on volumetric rendering obtain promising results, …
Indoor Scene ReconstructionMixed RealitySurface ReconstructionBeyond the Monitor: Mixed Reality Visualization and AI for Enhanced Digital Pathology Workflow
Pathologists rely on gigapixel whole-slide images (WSIs) to diagnose diseases like cancer, yet current digital pathology tools hinder diagnosis. The immense scale of WSIs, often exceeding 100,000 X 100,000 pixels, clashe…
DiagnosticMixed Realitywhole slide imagesAdaptive 3D UI Placement in Mixed Reality Using Deep Reinforcement Learning
Mixed Reality (MR) could assist users' tasks by continuously integrating virtual content with their view of the physical environment. However, where and how to place these content to best support the users has been a cha…
Deep Reinforcement LearningMixed RealityReinforcement Learning (RL)Recent Advances and Future Directions in Extended Reality (XR): Exploring AI-Powered Spatial Intelligence
Extended Reality (XR), encompassing Augmented Reality (AR), Virtual Reality (VR) and Mixed Reality (MR), is a transformative technology bridging the physical and virtual world and it has diverse potential which will be u…
Mixed RealityExploring Collaborative GenAI Agents in Synchronous Group Settings: Eliciting Team Perceptions and Design Considerations for the Future of Work
While generative artificial intelligence (GenAI) is finding increased adoption in workplaces, current tools are primarily designed for individual use. Prior work established the potential for these tools to enhance perso…
FrictionMixed RealityGreen Robotic Mixed Reality with Gaussian Splatting
Realizing green communication in robotic mixed reality (RoboMR) systems presents a challenge, due to the necessity of uploading high-resolution images at high frequencies through wireless channels. This paper proposes Ga…
Mixed RealitySSIMPurposefully Induced Psychosis (PIP): Embracing Hallucination as Imagination in Large Language Models
Hallucinations in Large Language Models (LLMs) are widely regarded as errors - outputs that deviate from factual accuracy. However, in creative or exploratory contexts, these "mistakes" may represent unexpected avenues f…
EthicsHallucinationMixed RealityHearing Anywhere in Any Environment
In mixed reality applications, a realistic acoustic experience in spatial environments is as crucial as the visual experience for achieving true immersion. Despite recent advances in neural approaches for Room Impulse Re…
Mixed RealityRoom Impulse Response (RIR)Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinates
Reconstructing 3D clothed humans from images is fundamental to applications like virtual try-on, avatar creation, and mixed reality. While recent advances have enhanced human body recovery, accurate reconstruction of gar…
3D geometryGarment ReconstructionMixed RealityVirtual Try-onComputer Vision and Deep Learning for 4D Augmented Reality
The prospect of 4D video in Extended Reality (XR) platform is huge and exciting, it opens a whole new way of human computer interaction and the way we perceive the reality and consume multimedia. In this thesis, we have …
Deep LearningMixed RealityHardware-Rasterized Ray-Based Gaussian Splatting
We present a novel, hardware rasterized rendering approach for ray-based 3D Gaussian Splatting (RayGS), obtaining both fast and high-quality results for novel view synthesis. Our work contains a mathematically rigorous a…
Mixed RealityNovel View SynthesisSpeedy MASt3R
Image matching is a key component of modern 3D vision algorithms, essential for accurate scene reconstruction and localization. MASt3R redefines image matching as a 3D task by leveraging DUSt3R and introducing a fast rec…
3D Scene ReconstructionGPUMixed RealityBlind Augmentation: Calibration-free Camera Distortion Model Estimation for Real-time Mixed-reality Consistency
Real camera footage is subject to noise, motion blur (MB) and depth of field (DoF). In some applications these might be considered distortions to be removed, but in others it is important to model them because it would b…
Camera CalibrationMixed RealityVVRec: Reconstruction Attacks on DL-based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma Distribution
With the popularity of 3D volumetric video applications, such as Autonomous Driving, Virtual Reality, and Mixed Reality, current developers have turned to deep learning for compressing volumetric video frames, i.e., poin…
Autonomous DrivingMixed RealityReconstruction AttackVideo ReconstructionMRUCT: Mixed Reality Assistance for Acupuncture Guided by Ultrasonic Computed Tomography
Chinese acupuncture practitioners primarily depend on muscle memory and tactile feedback to insert needles and accurately target acupuncture points, as the current workflow lacks imaging modalities and visual aids. Conse…
Image RegistrationMixed Reality