Search Results - "Bai, Jiayang"
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Deep graph learning for spatially-varying indoor lighting prediction
Published in Science China. Information sciences (01-03-2023)“…Lighting prediction from a single image is becoming increasingly important in many vision and augmented reality (AR) applications in which shading and shadow…”
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GLPanoDepth: Global-to-Local Panoramic Depth Estimation
Published in IEEE transactions on image processing (2024)“…Depth estimation is a fundamental task in many vision applications. With the popularity of omnidirectional cameras, it becomes a new trend to tackle this…”
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Local-to-Global Panorama Inpainting for Locale-Aware Indoor Lighting Prediction
Published in IEEE transactions on visualization and computer graphics (01-11-2023)“…Predicting panoramic indoor lighting from a single perspective image is a fundamental but highly ill-posed problem in computer vision and graphics. To achieve…”
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TSHVNet: Simultaneous Nuclear Instance Segmentation and Classification in Histopathological Images Based on Multiattention Mechanisms
Published in BioMed research international (22-11-2022)“…Accurate nuclear instance segmentation and classification in histopathologic images are the foundation of cancer diagnosis and prognosis. Several challenges…”
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On the Error Analysis of 3D Gaussian Splatting and an Optimal Projection Strategy
Published 01-02-2024“…3D Gaussian Splatting has garnered extensive attention and application in real-time neural rendering. Concurrently, concerns have been raised about the…”
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6
Self-NeRF: A Self-Training Pipeline for Few-Shot Neural Radiance Fields
Published 10-03-2023“…Recently, Neural Radiance Fields (NeRF) have emerged as a potent method for synthesizing novel views from a dense set of images. Despite its impressive…”
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360-GS: Layout-guided Panoramic Gaussian Splatting For Indoor Roaming
Published 01-02-2024“…3D Gaussian Splatting (3D-GS) has recently attracted great attention with real-time and photo-realistic renderings. This technique typically takes perspective…”
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8
GLPanoDepth: Global-to-Local Panoramic Depth Estimation
Published 06-02-2022“…In this paper, we propose a learning-based method for predicting dense depth values of a scene from a monocular omnidirectional image. An omnidirectional image…”
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9
Local-to-Global Panorama Inpainting for Locale-Aware Indoor Lighting Prediction
Published 18-03-2023“…Predicting panoramic indoor lighting from a single perspective image is a fundamental but highly ill-posed problem in computer vision and graphics. To achieve…”
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10
Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction
Published 13-02-2022“…Lighting prediction from a single image is becoming increasingly important in many vision and augmented reality (AR) applications in which shading and shadow…”
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