论文

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更新于2026年9月

2026年

  • PanoGS-SLAM: Panoramic 3D Gaussian Splatting SLAM

    Yongqi Mao, Hao Shi, Yufan Zhang, Zhonghua Yi, Xiangfei Guo, Kaiwei Wang

    arXiv. arXiv:2609.17387

    DOIWebsite
  • EvDiff: Event-Based Video Reconstruction Using One-Step Diffusion Models

    Weilun Li, Lei Sun, Ruixi Gao, Qi Jiang, Yuqin Ma, Kaiwei Wang, Ming-Hsuan Yang, Luc Van Gool, Danda Pani Paudel

    Computer Vision – ECCV 2026. 17041; 617–636

    DOIWebsite
  • Cube-Splat: High-Fidelity 360° Gaussian Splatting SLAM via Cubemap Factorization and Adjoint-Consistent Optimization

    Xiangfei Guo, Hao Shi, Yufan Zhang, Zhonghua Yi, Yongqi Mao, Xiaoting Yin, Kaiwei Wang

    Computer Vision – ECCV 2026. 17053; 213–231

    DOIWebsite
  • E-VLA: Event-Augmented Vision-Language-Action Model for Dark and Blurred Scenes

    Jiajun Zhai, Hao Shi, Shangwei Guo, Kailun Yang, Kaiwei Wang

    Computer Vision – ECCV 2026. 17025; 274–292

    DOIWebsite
  • Manifold4D: Denoising on Point Cloud Rendered Manifolds for Video Re-shooting

    Yongqi Mao, Zijia Dai, Zhishuo Liu, Wei Xu, Kaiwei Wang, Guotao Meng

    arXiv. arXiv:2608.28174

    DOIWebsite
  • Event-Based Motion Estimation via Oriented Distance Fields

    Lei Sun, Yuqin Ma, Weilun Li, Haoran Liang, Runyi Yang, Kaiwei Wang, Danda Pani Paudel, Luc Van Gool

    arXiv. arXiv:2608.24223

    DOIWebsite
  • Real-Time Megapixel Kilohertz Neuromorphic Shack-Hartmann Wavefront Sensor

    Yuhan Bao, Chenxin Shao, Kaiwei Wang

    arXiv. arXiv:2607.25281

    DOIWebsite
  • Towards Blind Lens Aberration Correction via Large LensLib Pre-training and Discrete Degradation Priors

    Xiaolong Qian, Qi Jiang, Yao Gao, Lei Sun, Kailun Yang, Xian Wang, Zhonghua Yi, Wenyong Li, Ming-Hsuan Yang, Luc Van Gool, Kaiwei Wang

    2026 IEEE International Conference on Computational Photography (ICCP). 1–11

    DOIWebsite
  • Label-Free Target-Domain Adaptation for Unconstrained Event-Image Feature Matching via Dual-Stage Distillation

    Zhonghua Yi, Hao Shi, Qi Jiang, Yufan Zhang, Kailun Yang, Kaiwei Wang

    arXiv. arXiv:2607.10082

    DOIWebsite
  • Asynchronous temporal mapping for high-dynamic-range video and hardware-level privacy with event cameras

    Yuhan Bao, Hao Shi, Jiajun Zhai, Kaiwei Wang

    Communications Engineering. 5; 1; 136

    DOIWebsite
  • EgoEV-HandPose: Egocentric 3D Hand Pose Estimation and Gesture Recognition with Stereo Event Cameras

    Luming Wang, Hao Shi, Jiajun Zhai, Kailun Yang, Kaiwei Wang

    arXiv. arXiv:2605.12297

    DOIWebsite
  • Towards Universal Computational Aberration Correction in Photographic Cameras: A Comprehensive Benchmark Analysis

    Xiaolong Qian, Qi Jiang, Yao Gao, Lei Sun, Zhonghua Yi, Kailun Yang, Luc Van Gool, Kaiwei Wang

    arXiv. arXiv:2603.12083

    DOIWebsite
  • OPTIAGENT: A Physics-Driven Agentic Framework for Automated Optical Design

    Yuyu Geng, Lei Sun, Yao Gao, Xinxin Hu, Zhonghua Yi, Xiaolong Qian, Weijian Hu, Jian Bai, Kaiwei Wang

    arXiv. arXiv:2602.23761

    DOIWebsite
  • P2U-SLAM: A Monocular Wide-FoV SLAM System Based on Point Uncertainty and Pose Uncertainty

    Yufan Zhang, Kailun Yang, Ze Wang, Kaiwei Wang

    arXiv. arXiv:2409.10143

    DOIWebsite
  • Large-FOV RGBD Imaging via Structured PSF Coding in a Bio-inspired Monocentric System

    Zongxi Yu, Xiaolong Qian, Shaohua Gao, Qi Jiang, Yao Gao, Kailun Yang, Kaiwei Wang

    Optics Express

    DOI
  • E-Sem3DGS: Monocular Human and Scene Reconstruction via Event-Aided Semantic 3DGS

    Xiaoting Yin, Hao Shi, Kailun Yang, Jiajun Zhai, Shangwei Guo, Kaiwei Wang

    Sensors. 26; 1; 188

    DOIWebsite

2025年

  • One-Step Event-Driven High-Speed Autofocus.

    Bao Y, Gao S, Li W, Wang K

    In Proceedings of the Computer Vision and Pattern Recognition Conference 2025 (pp. 6222-6230).

    CVF
  • Exploring Quasi-Global Solutions to Compound Lens Based Computational Imaging Systems.

    Gao Y, Jiang Q, Gao S, Sun L, Yang K, Wang K

    IEEE Transactions on Computational Imaging. 2025 Feb 25.

  • EI-Nexus: Towards Unmediated and Flexible Inter-Modality Local Feature Extraction and Matching for Event-Image Data.

    Yi Z, Sh H, Jiang Q, Yang K, Wang Z, Gu D, Zhang Y, Wang K

    In 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025 Feb 26 (pp. 1979-1988). IEEE.

    Oral IEEEXplore
  • Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions.

    Qian X, Jiang Q, Gao Y, Gao S, Yi Z, Sun L, Wei K, Li H, Yang K, Wang K, Bai J

    IEEE Transactions on Computational Imaging. 2025 Feb 28.

    DOIIEEEXploreGitHub
  • E-3DGS: 3D Gaussian Splatting with Exposure and Motion Events.

    Yin X, Shi H, Bao Y, Bing Z, Liao Y, Yang K, Wang K

    Applied Optics. 2025 May 2;64(14):3897-908.

    Optica
  • Towards Anytime Optical Flow Estimation with Event Cameras.

    Ye Y, Shi H, Yang K, Wang Z, Yin X, Sun L, Wang Y, Wang K

    Sensors. 2025 May 17;25(10):3158.

    MDPI
  • Offboard Occupancy Refinement with Hybrid Propagation for Autonomous Driving.

    Shi H, Wang S, Zhang J, Yin X, Wang G, Zhu J, Yang K, Wang K

    IEEE Transactions on Intelligent Transportation Systems. 2025 Jun 2.

    IEEEXploreArXiv
  • Event-aided Semantic Scene Completion

    Shangwei Guo, Hao Shi, Song Wang, Xiaoting Yin, Kailun Yang, Kaiwei Wang

    arXiv. arXiv:2502.02334

    DOIWebsite
  • Learning Latent Transmission and Glare Maps for Lens Veiling Glare Removal

    Xiaolong Qian, Qi Jiang, Lei Sun, Zongxi Yu, Kailun Yang, Peixuan Wu, Jiacheng Zhou, Yao Gao, Yaoguang Ma, Ming-Hsuan Yang, Kaiwei Wang

  • OneOcc: Semantic Occupancy Prediction for Legged Robots with a Single Panoramic Camera

    Hao Shi, Ze Wang, Shangwei Guo, Mengfei Duan, Song Wang, Teng Chen, Kailun Yang, Lin Wang, Kaiwei Wang

  • Minimalist solid catadioptric telephoto and design method

    Shuhang Xie, Shaohua Gao, Yao Gao, Kaiwei Wang

    Applied Optics. 64; 33; 9896–9904

    DOIWebsite
  • SF-TIM: A Simple Framework for Enhancing Quadrupedal Robot Jumping Agility by Combining Terrain Imagination and Measurement

    Ze Wang, Yang Li, Long Xu, Hao Shi, Zunwang Ma, Zhen Chu, Chao Li, Fei Gao, Kailun Yang, Kaiwei Wang

    arXiv. arXiv:2408.00486

    DOIWebsite
  • Neuro-inspired automated lens design

    Yao Gao, Lei Sun, Shaohua Gao, Qi Jiang, Kailun Yang, Weijian Hu, Xiaolong Qian, Wenyong Li, Luc Van Gool, Kaiwei Wang

    arXiv. arXiv:2510.09979

    DOIWebsite
  • Event-guided 3D Gaussian Splatting for Dynamic Human and Scene Reconstruction

    Xiaoting Yin, Hao Shi, Kailun Yang, Jiajun Zhai, Shangwei Guo, Lin Wang, Kaiwei Wang

    arXiv. arXiv:2509.18566

    DOIWebsite

2024年

  • Representing domain-mixing optical degradation for real-world Computational Aberration Correction via vector quantization.

    Jiang Q, Yi Z, Gao S, Gao Y, Qian X, Shi H, Sun L, Niu J, Wang K, Yang K, Bai J

    Optics & Laser Technology. 2025 May 1;183:112080.

    ScienceDirect
  • Temporal-mapping photography for event cameras.

    Bao Y, Sun L, Ma Y, Wang K

    InEuropean Conference on Computer Vision 2025 (pp. 55-72). Springer, Cham.

  • A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild.

    Sun L, Gehrig D, Sakaridis C, Gehrig M, Liang J, Sun P, Xu Z, Wang K, Van Gool L, Scaramuzza D

    IEEE Transactions on Pattern Analysis and Machine Intelligence. 2024 Dec 11.

    IEEEXplore
  • SGE: structured light system based on Gray code with an event camera.

    Lu X, Sun L, Gu D, Wang K

    Optics Express. 2024 Dec 5;32(26):46044-61.

    OSA
  • RBD-EVIO: optimized event-based visual-inertial odometry for a large field of view with a rotated binary DART descriptor.

    Zhang Y, Wang Z, Shi H, Yi Z, Huang H, Ye Y, Wang K

    Applied Optics. 2024 Nov 22;63(34):8869-77.

  • LF-PGVIO: A Visual-Inertial-Odometry Framework for Large Field-of-View Cameras using Points and Geodesic Segments.

    Wang Z, Yang K, Shi H, Zhang Y, Xu Z, Gao F, Wang K

    IEEE Transactions on Intelligent Vehicles. 2024 Mar 18.

    IEEEXploreArXiv
  • Computational Imaging for Machine Perception: Transferring Semantic Segmentation Beyond Aberrations.

    Jiang Q, Shi H, Gao S, Zhang J, Yang K, Sun L, Ni H, Wang K

    IEEE Transactions on Computational Imaging. 2024 Apr 5;10:535-48.

  • Global and Compact Video Context Embedding for Video Semantic Segmentation.

    Sun L, Liu Y, Sun G, Wu M, Xu Z, Wang K, Van Gool L

    IEEE Access. 2024 Jun 3.

    IEEEXplore
  • Beyond the Field-of-View: Enhancing Scene Visibility and Perception with Clip-Recurrent Transformer.

    Shi H, Jiang Q, Yang K, Yin X, Ni H, Wang K

    IEEE Transactions on Intelligent Vehicles. 2024 Jun 24.

  • Minimalist and high-quality panoramic imaging with PSF-aware transformers.

    Jiang Q, Gao S, Gao Y, Yang K, Yi Z, Shi H, Sun L, Wang K

    IEEE Transactions on Image Processing. 2024 Aug 16.

    IEEEXploreArXiv
  • Cobev: Elevating roadside 3d object detection with depth and height complementarity.

    Shi H, Pang C, Zhang J, Yang K, Wu Y, Ni H, Lin Y, Stiefelhagen R, Wang K

    IEEE Transactions on Image Processing. 2024 Sep 24.

  • Design, analysis, and manufacturing of a glass-plastic hybrid minimalist aspheric panoramic annular lens.

    Gao S, Jiang Q, Liao Y, Qiu Y, Ying W, Yang K, Wang K, Zhang B, Bai J

    Optics & Laser Technology. 2024 Oct 1;177:111119.

    ScienceDirectArXiv
  • Exploring event-based human pose estimation with 3D event representations.

    Yin X, Shi H, Chen J, Wang Z, Ye Y, Yang K, Wang K

    Computer Vision and Image Understanding. 2024 Oct 5:104189.

    ScienceDirect
  • A novel defect detection system for complex freeform surface structures.

    Xie F, Xu X, Lu X, Gao S, Chen J, Wang K, Bai J

    The International Journal of Advanced Manufacturing Technology. 2024 Jun 19:1-5.

2023年

  • Back to Michelson interferometer: a precise inspection system for industrial intricate structures defect detection.

    Xu X, Gu D, Gao S, Sun L, Lu X, Wang K, Bai J

    Measurement Science and Technology, 35(3), p. 035026.

    IOP
  • LF-VISLAM: A SLAM Framework for Large Field-of-View Cameras With Negative Imaging Plane on Mobile Agents.

    Wang Z, Yang K, Shi H, Li P, Gao F, Bai J, Wang K

    IEEE Transactions on Automation Science and Engineering, 2023.

    IEEEXploreArXiv
  • PanoVPR: Towards Unified Perspective-to-Equirectangular Visual Place Recognition via Sliding Windows across the Panoramic View.

    Shi Z, Shi H, Yang K, Yin Z, Lin Y, Wang K

    In 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), pp. 1333-1340. IEEE.

    IEEEXploreArXiv
  • FocusFlow: Boosting Key-Points Optical Flow Estimation for Autonomous Driving.

    Yi Z, Shi H, Yang K, Jiang Q, Ye Y, Wang Z, Ni H, Wang K

    IEEE Transactions on Intelligent Vehicles, 2023.

    IEEEXploreArXiv
  • A Multi-Scale Recurrent Framework for Motion Segmentation with Event Camera.

    Zhang S, Sun L, Wang K

    IEEE Access, 2023.

    IEEEXplore
  • Improving fast auto-focus with event polarity.

    Bao Y, Sun L, Ma Y, Gu D, Wang K

    Optics Express, 31(15), pp. 24025-24044, 2023.

    Editors' Pick OSA
  • PanoFlow: Learning 360° Optical Flow for Surrounding Temporal Understanding.

    Shi H, Zhou Y, Yang K, Yin X, Wang Z, Ye Y, Yin Z, Meng S, Li P, Wang K

    IEEE Transactions on Intelligent Transportation Systems, 2023.

  • Event-based frame interpolation with ad-hoc deblurring.

    Sun L, Sakaridis C, Liang J, Sun P, Cao J, Zhang K, Jiang Q, Wang K, Van Gool L

    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 18043-18052, 2023, IEEE.

    CVF

2022年

  • Review on panoramic imaging and its applications in scene understanding.

    Gao S, Yang K, Shi H, Wang K, Bai J

    IEEE Transactions on Instrumentation and Measurement, 71, 1-34, 2022.

    IEEEXploreArXiv
  • Event-based fusion for motion deblurring with cross-modal attention.

    Sun L, Sakaridis C, Liang J, Jiang Q, Yang K, Sun P, Ye Y, Wang K, Gool LV

    In European conference on computer vision, pp. 412-428, 2022, Cham: Springer Nature Switzerland.

    Oral SpringerArXiv
  • LF-VIO: A visual-inertial-odometry framework for large field-of-view cameras with negative plane.

    Wang Z, Yang K, Shi H, Li P, Gao F, Wang K

    In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 4423-4430, IEEE.

    IEEEXploreArXiv
  • Efficient human pose estimation via 3d event point cloud.

    Chen J, Shi H, Ye Y, Yang K, Sun L, Wang K

    In 2022 International Conference on 3D Vision (3DV), pp. 1-10, 2022, IEEE.

    IEEEXploreArXiv
  • Compact and lightweight panoramic annular lens for computer vision tasks.

    Gao S, Sun L, Jiang Q, Shi H, Wang J, Wang K, Bai J

    Optics Express, 30(17), pp. 29940-29956, 2022.

    Editors' Pick OSA
  • Fast testing of partial camera lenses based on a liquid crystal spatial light modulator.

    Zhang Y, Ren Y, Chen J, Hu Z, Bai J, Zhao L, Wang K

    Applied Optics. 61(22), pp.6420-6429, 2022.

    OSA
  • CSFlow: Learning optical flow via cross strip correlation for autonomous driving.

    Shi H, Zhou Y, Yang K, Yin X, Wang K

    In 2022 IEEE intelligent vehicles symposium (IV), pp. 1851-1858, 2022.

    Oral IEEEXploreArXiv
  • Annular computational imaging: Capture clear panoramic images through simple lens.

    Jiang Q, Shi H, Sun L, Gao S, Yang K, Wang K

    IEEE Transactions on Computational Imaging, 8, pp. 1250-1264, 2022.

    IEEEXploreArXiv

2021年

  • NLFNet: Non-local fusion towards generalized multimodal semantic segmentation across RGB-depth, polarization, and thermal images.

    Yan R, Yang K, Wang K

    In 2021 IEEE international conference on robotics and biomimetics (ROBIO), pp. 1129-1135, IEEE.

    IEEEXplorePDF
  • 基于全景环带成像的语义视觉里程计.

    陈浩, 杨恺伦, 胡伟健, 白剑, 汪凯巍

    Acta Optica Sinica, 41(22), p.2215002, 2021.

    PDF
  • Panoramic depth estimation via supervised and unsupervised learning in indoor scenes.

    Zhou K, Yang K, Wang K

    Applied optics, 60(26), pp. 8188-8197, 2021.

    OSA
  • Panoramic annular SLAM with loop closure and global optimization.

    Chen H, Hu W, Yang K, Bai J, Wang K

    Applied Optics, 60(21), pp. 6264-6274, 2021.

    OSA
  • Seeing through events: Real-time moving object sonification for visually impaired people using event-based camera.

    Ji Z, Hu W, Wang Z, Yang K, Wang K

    Sensors, 21(10), p. 3558, 2021.

  • Aerial-PASS: panoramic annular scene segmentation in drone videos.

    Sun L, Wang J, Yang K, Wu K, Zhou X, Wang K, Bai J

    In 2021 European Conference on Mobile Robots (ECMR), pp. 1-6. IEEE.

    IEEEXploreArXiv
  • Feature-based characterization and extraction of ripple errors over the large square aperture.

    Fei W, Zhao L, Bai J, Zhou X, Hou J, Yan H, Wang K

    Optics Express, 29(6), pp. 8296-311, 2021.

    OSA
  • Hierarchical visual localization for visually impaired people using multimodal images.

    Cheng R, Hu W, Chen H, Fang Y, Wang K, Xu Z, Bai J

    Expert Systems with Applications. 165, p. 113743, 2021.

    PDF
  • Polarization-driven semantic segmentation via efficient attention-bridged fusion.

    Xiang K, Yang K, Wang K

    Optics Express, 29(4), pp. 4802-4820, 2021.

    OSA

2020年

  • Omnisupervised Omnidirectional Semantic Segmentation.

    K. Yang, X. Hu, Y. Fang, K. Wang, R. Stiefelhagen

    IEEE Transactions on Intelligent Transportation Systems, 2020.

  • Real-Time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-Driving Images.

    L. Sun, K. Yang, X. Hu, W. Hu, K. Wang

    IEEE Robotics and Automation Letters, 5(4), pp. 5558-5565, 2020.

    PDF
  • A Comparative Study in Real-Time Scene Sonification for Visually Impaired People.

    W. Hu, K. Wang, K. Yang, R. Cheng, Y. Ye, L. Sun, Z. Xu

    Sensors, 20(11), p. 3222, 2020.

    PDF
  • A Panoramic Localizer Based on Coarse-to-Fine Descriptors for Navigation Assistance.

    Y. Fang, K. Yang, R. Cheng, K. Wang

    Sensors, 20(15), p. 4177, 2020.

    PDF
  • Hierarchical Visual Localization for Visually Impaired People Using Multimodal Images.

    R. Cheng, W. Hu, H. Chen, Y. Fang, K. Wang, Z. Xu, J. Bai

    Expert Systems with Applications, p. 113743, 2020.

  • Unifying Visual Localization and Scene Recognition for People with Visual Impairment.

    R. Cheng, K. Wang, J. Bai, Z. Xu

    IEEE Access, 8, pp. 64284-64296, 2020.

    IEEEXplore
  • In Defense of Multi-Source Omni-Supervised Efficient ConvNet for Robust Semantic Segmentation in Heterogeneous Unseen Domains.

    K. Yang, X. Hu, K. Wang, R. Stiefelhagen

    In IEEE Intelligent Vehicles Symposium (IV2020), Virtual, October 2020.

  • DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding Sensing.

    K. Yang, X. Hu, H. Chen, K. Xiang, K. Wang, R. Stiefelhagen

    In IEEE Intelligent Vehicles Symposium (IV2020), Virtual, October 2020.

    PDF
  • CFVL: A Coarse-to-Fine Vehicle Localizer with Omnidirectional Perception across Severe Appearance Variations.

    Y. Fang, K. Wang, R. Cheng, K. Yang

    In IEEE Intelligent Vehicles Symposium (IV2020), Virtual, October 2020.

    PDF
  • Universal Semantic Segmentation for Fisheye Urban Driving Images.

    Y. Ye, K. Yang, K. Xiang, J. Wang, K. Wang

    In IEEE International Conference on Systems, Man, and Cybernetics (SMC2020), Virtual, October 2020.

    PDF
  • PADENet: An Efficient and Robust Panoramic Monocular Depth Estimation Network for Outdoor Scenes.

    K. Zhou, K. Wang, K. Yang

    In IEEE Intelligent Transportation Systems Conference (ITSC2020), Virtual, September 2020.

    PDF
  • A robust monocular depth estimation framework based on light-weight ERF-PSPNet for day-night driving scenes.

    K. Zhou, K. Wang, K. Yang

    In International Conference on Graphics, Images and Interactive Techniques (CGIIT2020), Virtual, February 2020.

    PDF

2019年

  • PASS: Panoramic Annular Semantic Segmentation.

    K. Yang, X. Hu, L.M. Bergasa, E. Romera, K. Wang

    IEEE Transactions on Intelligent Transportation Systems, 2019.

    IEEEXplore
  • Robustifying Semantic Cognition of Traversability across Wearable RGB-Depth Cameras.

    K. Yang, L.M. Bergasa, E. Romera, K. Wang

    Applied Optics, 58(12), pp. 3141-3155, 2019.

    Editors' Pick PDF
  • PALVO: Visual odometry based on panoramic annular lens.

    H. Chen, K. Wang, W. Hu, K. Yang, R. Cheng, X. Huang, J. Bai

    Optics Express, 27(17), pp. 24481-24497, 2019.

    PDF
  • Unconstrained Self-Calibration of Stereo Camera on Visually Impaired Assistance Device.

    H. Li, K. Wang, K. Yang, R. Cheng, C. Wang, L. Fei

    Applied Optics, 58(23), pp. 6377-6387, 2019.

    PDF
  • An Indoor Positioning Framework Based on Panoramic Visual Odometry for Visually Impaired People.

    W. Hu, K. Wang, H. Chen, R. Cheng, K. Yang

    Measurement Science and Technology, 31(1), p.014006, 2019.

    PDF
  • Unifying Obstacle Detection, Recognition and Fusion Based on Millimeter Wave Radar and RGB-Depth Sensors for the Visually Impaired.

    N. Long, K. Wang, R. Cheng, W. Hu, K. Yang

    Review of Scientific Instruments, 90(4), p. 044102, 2019.

    PDF
  • Assisting the visually impaired: Multi-target warning through millimeter wave radar and RGB-Depth sensors.

    N. Long, K. Wang, R. Cheng, K. Yang, W. Hu, J. Bai

    Journal of Electronic Imaging, 28(1), p. 013028, 2019.

    PDF
  • OpenMPR: Recognize places using multimodal data for people with visual impairments.

    R. Cheng, K. Wang, J. Bai, Z. Xu

    Measurement Science and Technology, 2019.

  • Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assistant Systems.

    K. Xiang, K. Wang, K. Yang

    In IEEE Intelligent Transportation Systems Conference (ITSC2019), Auckland, New Zealand, October 2019.

    PDF
  • Panoramic Annular Localizer: Tackling the Variation Challenges of Outdoor Localization Using Panoramic Annular Images and Active Deep Descriptors.

    R. Cheng, K. Wang, S. Lin, W. Hu, K. Yang, X. Huang, H. Li, D. Sun, J. Bai

    In IEEE Intelligent Transportation Systems Conference (ITSC2019), Auckland, New Zealand, October 2019.

    PDF
  • ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic Segmentation.

    X. Hu, K. Yang, K. Wang

    In IEEE International Conference on Image Processing (ICIP2019), Taipei, China, September 2019.

    PDF
  • A Multimodal Vision Sensor for Autonomous Driving.

    D. Sun, X. Huang, K. Yang

    In SPIE Security + Defence, Strasbourg, France, September 2019.

    PDF
  • Semantic Segmentation of Panoramic Images Using a Synthetic Dataset.

    Y. Xu, K. Wang, K. Yang, D. Sun, J. Fu

    In SPIE Security + Defence, Strasbourg, France, September 2019.

    PDF
  • See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion.

    L. Sun, K. Wang, K. Yang, K. Xiang

    In SPIE Security + Defence, Strasbourg, France, September 2019.

    PDF
  • A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized Network.

    K. Xiang, K. Wang, K. Yang

    In SPIE Security + Defence, Strasbourg, France, September 2019.

    PDF
  • Visual place recognition based on multi-level descriptors for the visually impaired people.

    Y. Fang, K. Wang, R. Cheng, K. Yang, J. Bai

    In SPIE Security + Defence, Strasbourg, France, September 2019.

    PDF
  • Semantic scene understanding on mobile device with illumination invariance for the visually impaired.

    C. Xu, K. Wang, K. Yang, R. Cheng, J. Bai

    In SPIE Security + Defence, Strasbourg, France, September 2019.

    PDF
  • A Depth Estimation Framework Based on Unsupervised Learning and Cross-Modal Translation.

    J. Shen, K. Wang, K. Yang, K. Xiang, L. Fei, X. Hu, H. Li, H. Chen

    In SPIE Security + Defence, Strasbourg, France, September 2019.

    PDF
  • Transparent object sensing with enhanced prior from deep convolutional neural network.

    J. Wang, J. Bai, X. Huang, X. Zhou, L. Zhao, K. Yan, J. Hou, K. Yang

    In SPIE Security + Defence, Strasbourg, France, September 2019.

    PDF
  • Can we PASS beyond the Field of View? Panoramic Annular Semantic Segmentation for Real-World Surrounding Perception.

    K. Yang, X. Hu, L.M. Bergasa, X. Huang, D. Sun, K. Wang

    In IEEE Intelligent Vehicles Symposium (IV2019), Paris, France, June 2019.

    IEEEXplore
  • Bridging the Day and Night Domain Gap for Semantic Segmentation.

    E. Romera, L.M. Bergasa, K. Yang, J.M. Álvarez, R. Barea

    In IEEE Intelligent Vehicles Symposium (IV2019), Paris, France, June 2019.

    PDF
  • Store sign text recognition for wearable navigation assistance system.

    K. Xiang, K. Wang, L. Fei, K. Yang

    In International Conference on Graphics, Images and Interactive Techniques (CGIIT2019), Guangzhou, China, February 2019.

    PDF
  • A wearable vision-to-audio sensory substitution device for blind assistance and the correlated neural substrates.

    Y. Ye, K. Wang, W. Hu, H. Li, K. Yang, L. Sun, Z. Chen

    In International Conference on Graphics, Images and Interactive Techniques (CGIIT2019), Guangzhou, China, February 2019.

    PDF

2018年

  • Unifying Terrain Awareness for the Visually Impaired through Real-Time Semantic Segmentation.

    K. Yang, K. Wang, L.M. Bergasa, E. Romera, W. Hu, D. Sun, J. Sun, R. Cheng, T. Chen, E. López

    Sensors, 18(5), p. 1506, 2018.

    PDF
  • Reducing the minimum range of a RGB-depth sensor to aid navigation in visually impaired individuals.

    K. Yang, K. Wang, H. Chen, J. Bai

    Applied Optics, 57(11), pp. 2809-2819, 2018.

    Editors' Pick PDF
  • Visual localizer: outdoor localization based on convnet descriptor and global optimization for visually impaired pedestrians.

    S. Lin, R. Cheng, K. Wang, K. Yang

    Sensors, 18(8), p. 2476, 2018.

    PDF
  • Real-time pedestrian crossing lights detection algorithm for the visually impaired.

    R. Cheng, K. Wang, K. Yang, N. Long, J. Bai

    Multimedia Tools and Applications, 77(16), pp. 20651-20671, 2018.

    PDF
  • Intersection perception through real-time semantic segmentation to assist navigation of visually impaired pedestrians.

    K. Yang, R. Cheng, L.M. Bergasa, E. Romera, K. Wang, N. Long

    In IEEE International Conference on Robotics and Biomimetics (ROBIO2018), Kuala Lumpur, Malaysia, December 2018.

    PDF
  • Perception framework of water hazards beyond traversability for real-world navigation assistance systems.

    K. Yang, L.M. Bergasa, E. Romera, J. Wang, K. Wang, E. López

    In IEEE International Conference on Robotics and Biomimetics (ROBIO2018), Kuala Lumpur, Malaysia, December 2018.

    PDF
  • Predicting polarization beyond semantics for wearable robotics.

    K. Yang, L.M. Bergasa, E. Romera, X. Huang, K. Wang

    In IEEE-RAS International Conference on Humanoid Robots (Humanoids2018), Beijing, China, November 2018.

    Spotlight Paper PDF
  • An environmental perception and navigational assistance system for visually impaired persons based on semantic stixels and sound interaction.

    J. Wang, K. Yang, W. Hu, K. Wang

    In IEEE International Conference on Systems, Man, and Cybernetics (SMC), Miyazaki, Japan, October 2018.

    PDF
  • Low power millimeter wave radar system for the visually impaired.

    N. Long, K. Wang, R. Cheng, W. Hu, K. Yang

    In IET International Radar Conference (IRC2018), Nanjing, China, October 2018.

    Excellent Paper Award PDF
  • Study on the brain mechanism in visual assistance for the blind.

    Y. Ye, K. Wang, W. Hu, K. Yang

    In West-Lake Photonics Symposium (WPS2018), Hangzhou, China, October 2018.

    PDF
  • Glass detection and recognition based on the fusion of ultrasonic sensor and RGB-D sensor for the visually impaired.

    Z. Huang, K. Wang, K. Yang, R. Cheng, J. Bai

    In West-Lake Photonics Symposium (WPS2018), Hangzhou, China, October 2018.

    PDF
  • Multiple Target Warning through Millimeter Wave Radar and RGB-Depth Sensors.

    N. Long, K. Wang, R. Cheng, K. Yang, W. Hu, J. Bai

    In West-Lake Photonics Symposium (WPS2018), Hangzhou, China, October 2018.

    PDF
  • A Robust Localization Approach Using Multi-Sensor Fusion.

    W. Hu, K. Wang

    In West-Lake Photonics Symposium (WPS2018), Hangzhou, China, October 2018.

  • Semantic perception of curbs beyond traversability for real-world navigation assistance systems.

    K. Yang, L.M. Bergasa, E. Romera, D. Sun, K. Wang, R. Barea

    In IEEE International Conference on Vehicular Electronics and Safety (ICVES2018), Madrid, Spain, September 2018.

    PDF
  • Scene text detection and recognition system for visually impaired people in real world.

    L. Fei, K. Wang, S. Lin, K. Yang, R. Cheng, H. Chen

    In SPIE Security + Defence, Berlin, Germany, September 2018.

    Best Student Paper PDF
  • Fusion of Millimeter wave Radar and RGB-Depth sensors for assited navigation of the visually impaired.

    N. Long, K. Wang, R. Cheng, K. Yang, J. Bai

    In SPIE Security + Defence, Berlin, Germany, September 2018.

    PDF
  • Glass detection and recognition based on the fusion of ultrasonic sensor and RGB-D sensor for the visually impaired.

    Z. Huang, K. Wang, K. Yang, R. Cheng, J. Bai

    In SPIE Security + Defence, Berlin, Germany, September 2018.

    PDF
  • SORB: improving ORB feature matching using semantic segmentation.

    H. Chen, K. Wang, W. Hu, L. Fei

    In SPIE Security + Defence, Berlin, Germany, September 2018.

  • A robust localization approach in relatively fixed environment using multisensor fusion.

    W. Hu, K. Wang, H. Chen

    In SPIE Security + Defence, Berlin, Germany, September 2018.

  • Visual Localization of Key Positions for Visual Impaired People.

    R. Cheng, K. Wang, L. Lin, K. Yang

    In International Conference on Pattern Recognition (ICPR2018), Beijing, China, August 2018.

    PDF
  • KrNet: A Kinetic Real-time Convolutional Neural Network for Navigational Assistance.

    S. Lin, K. Wang, K. Yang, R. Cheng

    In International Conference on Computers Helping People with Special Needs (ICCHP2018), Linz, Austria, July 2018.

    PDF
  • Intersection Navigation for People with Visual Impairment.

    R. Cheng, K. Wang, S. Lin

    In International Conference on Computers Helping People with Special Needs (ICCHP2018), Linz, Austria, July 2018.

  • Unifying terrain awareness through real-time semantic segmentation.

    K. Yang, L.M. Bergasa, E. Romera, R. Cheng, T. Chen, K. Wang

    In IEEE Intelligent Vehicles Symposium (IV2018), Suzhou, China, June 2018.

  • Long-range Traversability Awareness and Low-lying Obstacle Negotiation with RealSense for the Visually Impaired.

    K. Yang, K. Wang, S. Lin, J. Bai, L.M. Bergasa, R. Arroyo

    In International Conference on Information Science and System (ICISS2018), Jeju Island, South Korea, April 2018.

    PDF
  • Improving RealSense by Fusing Color Stereo Vision and Infrared Stereo Vision for the Visually Impaired.

    H. Chen, K. Wang, K. Yang

    In International Conference on Information Science and System (ICISS2018), Jeju Island, South Korea, April 2018.

    PDF
  • Long-range Traversability Awareness and Low-lying Obstacle Negotiation with RealSense for the Visually Impaired.

    K. Yang, K. Wang, S. Lin, J. Bai, L.M. Bergasa, R. Arroyo

    In International Conference on Frontiers of Image Processing (ICFIP2018), Barcelona, Spain, March 2018.

    Best Paper Award PDF
  • Improving RealSense by Fusing Color Stereo Vision and Infrared Stereo Vision for the Visually Impaired.

    H. Chen, K. Wang, K. Yang

    In International Conference on Frontiers of Image Processing (ICFIP2018), Barcelona, Spain, March 2018.

    PDF

2017年

  • IR stereo RealSense: Decreasing minimum range of navigational assistance for visually impaired individuals.

    K. Yang, K. Wang, X. Zhao, R. Cheng, J. Bai, Y. Yang, D. Liu

    Journal of Ambient Intelligence and Smart Environments, 9(6), pp. 743-755, 2017.

    PDF
  • Detecting Traversable Area and Water Hazards for the Visually Impaired with a pRGB-D Sensor.

    K. Yang, K. Wang, R. Cheng, W. Hu, X. Huang, J. Bai

    Sensors, 17(8), p. 1890, 2017.

    PDF
  • Crosswalk navigation for people with visual impairments on a wearable device.

    R. Cheng, K. Wang, K. Yang, N. Long, W. Hu, H. Chen, J. Bai, D. Liu

    Journal of Electronic Imaging, 26(5), p. 053025, 2017.

    PDF
  • Target enhanced 3d reconstruction based on polarization-coded structured light.

    X. Huang, J. Bai, K. Wang, Q. Liu, Y. Luo, K. Yang, X. Zhang

    Optics Express, 25(2), pp. 1173-1184, 2017.

    PDF

2016年

  • Expanding the Detection of Traversable Area with RealSense for the Visually Impaired.

    K. Yang, K. Wang, W. Hu, J. Bai

    Sensors, 16(11), p. 1954, 2016.

    PDF
  • Unconstrained face detection and recognition based on RGB-D camera for the visually impaired.

    X. Zhao, K. Wang, K. Yang, W. Hu

    In International Conference on Graphics and Image Processing (ICGIP2016), Tokyo, Japan, October 2016.

    PDF

2015年

  • A ground and obstacle detection algorithm for the visually impaired.

    R. Cheng, K. Wang, K. Yang, X. Zhao

    In IET International Conference on Biomedical Image and Signal Processing (ICBISP2015), Beijing, China, November 2015.

    PDF
  • A new approach of point cloud processing and scene segmentation for guiding the visually impaired.

    K. Yang, K. Wang, R. Cheng, X. Zhu

    In IET International Conference on Biomedical Image and Signal Processing (ICBISP2015), Beijing, China, November 2015.

    PDF