百晓学者学者目录

王相海

辽宁师范大学计算机与信息技术学院

个人简介

王相海，辽宁师范大学计算机与信息技术学院教师，研究方向包括计算机软件及计算机应用、自动化技术、航空航天科学与工程。其公开代表成果涵盖高光谱遥感影像分割、分数阶微分算子图像增强、交通监控视频去雨、单幅图像超分辨率重建、图像去噪与修复、屏幕内容编码等方向，并参与多项发明专利申请。

精选作品

期刊论文

  1. Wei Cheng, Yining Feng, Ruyi Li, Xianghai Wang (2026). SMM-FNet: A synergistic multi-mamba fusion network for tri-source heterogeneous remote sensing data classification. Expert Systems with Applications.DOI
  2. Yihan Wang, Zhenhua Mu, Hailong Zhang, Chuanming Song, Xianghai Wang (2026). Robust Hyperspectral Anomaly Detection via Unsupervised Multiscale Feature Fusion. Remote Sensing.DOI
  3. Junheng Zhu, Yining Feng, Wei Cheng, Yimin Ding, Xianghai Wang (2026). SaDHT: A Scale-aware Deep Hierarchical Transformer for hyperspectral-LiDAR data fusion classification. Knowledge-Based Systems.DOI
  4. Zhenhua Mu, Yihan Wang, Yihan Wang, Chuanming Song, Xianghai Wang (2026). DS2-AE: Deep spatial-spectral autoencoder with nonlinear unmixing for hyperspectral anomaly detection. Pattern Recognition.DOI
  5. Xianghai Wang, Tingting Geng, Xinyue Liu, Xiaohan Xie, Xinyu Zhao, Songze Li (2026). Perceptive scale and selective attention few-shot learning network for hyperspectral and light detection and ranging fusion classification. Engineering Applications of Artificial Intelligence.DOI
  6. Wei Cheng, R. M. Li, Junheng Zhu, Xianghai Wang (2026). LKA-GFNet: Language Knowledge-Augmented Graph Fusion for Tri-Source Heterogeneous Remote Sensing Data Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
  7. Siyao Li, Xiaohan Xie, Xiaoyang Zhao, Xianghai Wang (2026). HGA2-FSL: A Heterogeneous Graph Aware-Aggregation Driven Few-Shot Learning Network for Hyperspectral Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
  8. Yining Feng, Zhenhua Mu, Yin Zheng, Chuanming Song, Xianghai Wang (2026). KHLDGNet: Knowledge-Driven Hierarchical Language-Aware Domain Generalization Network for Cross-Scene Wetland Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
  9. Wei Cheng, Yining Feng, Yuting Zhao, Xianghai Wang (2025). TSH-FCNet: Triple-source heterogeneous remote sensing images fusion classification network based on feature propagation and perception. Knowledge-Based Systems.DOI
  10. Xinying Wang, Zhixiong Huang, Jiawen Zhu, Xianghai Wang, Lin Feng (2025). S3-Net: Learning spectral-spatio self-similarity for hyperspectral image super-resolution. Neural Networks.DOI
  11. Zhenhua Mu, Yihan Wang, Xianghai Wang (2025). TRSD: tensor spatial reconstruction and spectral metric decision fusion for hyperspectral anomaly detection with noise. Applied Intelligence.DOI
  12. Yining Feng, Lu Wang, Lu Wang, Jiarui Jin, Xianghai Wang (2025). A semi-supervised multi-source remote sensing image classification network based on adaptive pseudo-label generation. Applied Soft Computing.DOI
  13. Wei Cheng, Yining Feng, Yicen Sun, Xianghai Wang (2025). Heterogeneous remote sensing image change detection network based on multi-scale feature modal transformation. Applied Soft Computing.DOI
  14. Xianghai Wang, Liyang Song, Yining Feng, Junheng Zhu (2025). S3F2Net: Spatial-Spectral-Structural Feature Fusion Network for Hyperspectral Image and LiDAR Data Classification. IEEE Transactions on Circuits and Systems for Video Technology.DOI
  15. Jingzhe Tao, Tingting Geng, Chunmei Han, Shiyao Li, Chuanming Song, Xianghai Wang (2025). EXP-PnP: General Extended Model for Detail-Injected Pan-Sharpening With Plug-and-Play Residual Optimization. IEEE Transactions on Geoscience and Remote Sensing.DOI
  16. Yining Feng, Weihan Ni, Liyang Song, Xianghai Wang (2024). MsFNet: Multi-Scale Fusion Network Based on Dynamic Spectral Features for Multi-Temporal Hyperspectral Image Change Detection. Remote Sensing.DOI
  17. Wei Cheng, Yining Feng, Liyang Song, Xianghai Wang (2024). DMF2Net: Dynamic multi-level feature fusion network for heterogeneous remote sensing image change detection. Knowledge-Based Systems.DOI
  18. Xianghai Wang, Yihan Wang, Zhenhua Mu, Yating Zhang (2024). UFBSM: unmixing fusion and background sparse dictionary Model for hyperspectral anomaly detection. International Journal of Remote Sensing.DOI
  19. Xianghai Wang, Junheng Zhu, Yining Feng, Lu Wang (2024). MS2CANet: Multiscale Spatial–Spectral Cross-Modal Attention Network for Hyperspectral Image and LiDAR Classification. IEEE Geoscience and Remote Sensing Letters.DOI
  20. Yining Feng, Jiarui Jin, Yin Yin, Chuanming Song, Xianghai Wang (2024). MCFT: Multimodal Contrastive Fusion Transformer for Classification of Hyperspectral Image and LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing.DOI
  21. Xianghai Wang, Siyao Li, Xiaoyang Zhao, Yuetong Zhao (2024). Interdomain Collaboration Between Hyperspectral and VHR Remote Sensing Images: A Cross-Scene Few-Shot Learning Framework for Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
  22. Zhenhua Mu, Yihan Wang, Yating Zhang, Chuanming Song, Xianghai Wang (2024). MPDA: Multivariate Probability Distribution Autoencoder for Hyperspectral Anomaly Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
  23. Jingzhe Tao, Yining Feng, Liyang Song, Chuanming Song, Xianghai Wang (2024). Subspace Dynamic Combined Sparsity-Based Hyper-Sharpening for Diverse Auxiliary Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
  24. 王相海，张文雅，邢俊宇，吕芳，穆振华（2023）. 高阶次Caputo型分数阶微分算子及其图像增强应用. 《计算机研究与发展》.
  25. 宋传鸣，王相海，刘丹，方玲玲，石慧，傅博（2023）. 科教融合下的“一核三融四载体”课程教学模式探索. 《计算机教育》.
  26. 陶兢喆，宋德瑞，宋传鸣，王相海（2023）. 多波段遥感影像锐化方法研究进展. 《光谱学与光谱分析》.
  27. 宋若曦，冯一宁，程伟，王相海（2023）. 高光谱影像变化检测研究进展. 《光谱学与光谱分析》.
  28. 宋传鸣，王一琦，武惠娟，何熠辉，洪飏，王相海（2023）. 深度卷积网络的自然场景文本检测研究综述. 《小型微型计算机系统》.
  29. Wenya Zhang, Yining Feng, Lu Fang, Chuanming Song, Xianghai Wang (2023). Medical image segmentation model based on caputo fractional differential. Multimedia Tools and Applications.DOI
  30. Xiaoyang Zhao, Keyun Zhao, Siyao Li, Chuanming Song, Xianghai Wang (2023). GaMPF: A Full-Scale Gated Message Passing Framework Based on Collaborative Estimation for VHR Remote Sensing Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
  31. Xiaoyang Zhao, Siyao Li, Tingting Geng, Xianghai Wang (2023). GTransCD: Graph Transformer-Guided Multitemporal Information United Framework for Hyperspectral Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
  32. Yining Feng, Junheng Zhu, Ruoxi Song, Xianghai Wang (2023). S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification. Knowledge-Based Systems.DOI
  33. Jingzhe Tao, Weihan Ni, Chuanming Song, Xianghai Wang (2023). FSSBP: Fast Spatial–Spectral Back Projection Based on Pan-Sharpening Iterative Optimization. Remote Sensing.DOI
  34. Xianghai Wang, Yihan Wang, Zhenhua Mu, Ming Wang (2023). FCAE-AD: Full Convolutional Autoencoder Based on Attention Gate for Hyperspectral Anomaly Detection. Remote Sensing.DOI
  35. Chuanming Song, Shuang Liu, Xiaohong Yan, Xianghai Wang (2023). An image quality-aware approach with adaptive scattering coefficients for single image dehazing. Multimedia Tools and Applications.DOI
  36. Derui Song, Cheng Zhu, Jingzhe Tao, Xiaofei Shi, Xianghai Wang (2023). DLRW: Dual-Link Weight Random Walk Model for Aquaculture Boundary Extraction by Single-Polarized SAR Imagery. Remote Sensing.DOI
  37. Hanyu Zhang, Weihan Ni, Yi Luo, Yining Feng, Ruoxi Song, Xianghai Wang (2023). TUnet-LBF: Retinal fundus image fine segmentation model based on transformer Unet network and LBF. Computers in Biology and Medicine.DOI
  38. Xianghai Wang, Xianghai Wang, Xinying Wang, Xinying Wang, Ruoxi Song, Xiaoyang Zhao, Keyun Zhao (2023). MCT-Net: Multi-hierarchical cross transformer for hyperspectral and multispectral image fusion. Knowledge-Based Systems.DOI
  39. Xianghai Wang, Wei Cheng, Yining Feng, Ruoxi Song (2023). TSCNet: Topological Structure Coupling Network for Change Detection of Heterogeneous Remote Sensing Images. Remote Sensing.DOI
  40. Zhenhua Mu, Ming Wang, Yihan Wang, Ruoxi Song, Xianghai Wang (2023). SI2FM: SID Isolation Double Forest Model for Hyperspectral Anomaly Detection. Remote Sensing.DOI
  41. Yining Feng, Liyang Song, Lu Wang, Xianghai Wang (2023). DSHFNet: Dynamic Scale Hierarchical Fusion Network Based on Multiattention for Hyperspectral Image and LiDAR Data Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
  42. Xianghai Wang, Keyun Zhao, Xiaoyang Zhao, Siyao Li (2023). TriTF: A Triplet Transformer Framework Based on Parents and Brother Attention for Hyperspectral Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
  43. Yining Feng, Ruoxi Song, Weihan Ni, Junheng Zhu, Xianghai Wang (2023). A Novel Semi-Supervised Long-Tailed Learning Framework With Spatial Neighborhood Information for Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters.DOI
  44. Xiaoyang Zhao, Keyun Zhao, Siyao Li, Xianghai Wang (2023). GeSANet: Geospatial-Awareness Network for VHR Remote Sensing Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
  45. Xianghai Wang, Keyun Zhao, Xiaoyang Zhao, Siyao Li (2023). GTMSiam: Gated Transmitting-Based Multiscale Siamese Network for Hyperspectral Image Change Detection. IEEE Geoscience and Remote Sensing Letters.DOI
  46. Xinying Wang, Cheng Cheng, Shenglan Liu, Ruoxi Song, Xianghai Wang, Lin Feng (2023). SS-INR: Spatial-Spectral Implicit Neural Representation Network for Hyperspectral and Multispectral Image Fusion. IEEE Transactions on Geoscience and Remote Sensing.DOI
  47. Xianghai Wang, Weihan Ni, Yining Feng, Liyang Song (2023). AgF²Net: Attention-Guided Feature Fusion Network for Multitemporal Hyperspectral Image Change Detection. IEEE Geoscience and Remote Sensing Letters.DOI
  48. 王相海，宋若曦，曲思洁，穆振华，宋传鸣（2022）. 图像多尺度几何分析域隐马尔可夫树模型研究进展. 《电子学报》.
  49. 王相海，赵晓阳，王鑫莹，赵克云，宋传鸣（2022）. 非抽取小波边缘学习深度残差网络的单幅图像超分辨率重建. 《电子学报》.
  50. 王相海，邢俊宇，王鑫莹，曲思洁，穆振华，宋传鸣（2022）. 基于剪切波和低秩稀疏表示的噪声图像融合算法研究. 《辽宁师范大学学报(自然科学版)》.
  51. Xianghai Wang, Zhenhua Mu, Shifu Bai, Yining Feng, Ruoxi Song (2022). MS-Pansharpening Algorithm Based on Dual Constraint Guided Filtering. Remote Sensing.DOI
  52. Shicheng Xie, Shun Wang, Chuanming Song, Xianghai Wang (2022). Hyperspectral Image Reconstruction Based on Spatial-Spectral Domains Low-Rank Sparse Representation. Remote Sensing.DOI
  53. Xianghai Wang, Zhenhua Mu, Shifu Bai, Ming Wang, Ruoxi Song, Jingzhe Tao, Chuanming Song (2022). Log-Gabor directional region entropy adaptive guided filtering for multispectral pansharpening. Applied Intelligence.DOI
  54. Ruoxi Song, Yining Feng, Chengdi Xing, Zhenhua Mu, Xianghai Wang (2022). Hyperspectral image change detection based on active convolutional neural network and spatial–spectral affinity graph learning. Applied Soft Computing.DOI
  55. Ruoxi Song, Yining Feng, Cheng Wei, Zhenhua Mu, Xianghai Wang (2022). BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
  56. Xianghai Wang, Keyun Zhao, Xiaoyang Zhao, Siyao Li (2022). CSDBF: Dual-Branch Framework Based on Temporal–Spatial Joint Graph Attention With Complement Strategy for Hyperspectral Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
  57. Xianghai Wang, Xinying Wang, Keyun Zhao, Xiaoyang Zhao, Chuanming Song (2022). FSL-Unet: Full-Scale Linked Unet With Spatial–Spectral Joint Perceptual Attention for Hyperspectral and Multispectral Image Fusion. IEEE Transactions on Geoscience and Remote Sensing.DOI
  58. Jingzhe Tao, Chuanming Song, Derui Song, Xianghai Wang (2022). Pan-Sharpening Framework Based on Multiscale Entropy Level Matching and Its Application. IEEE Transactions on Geoscience and Remote Sensing.DOI
  59. 王相海，刘乙萱，曲思洁，李炜，宋传鸣（2021）. 一种基于截断多项式的三角域V-系统构造. 《辽宁师范大学学报(自然科学版)》.
  60. 王相海，王顺，谢释铖，李业涛，陶兢喆，宋传鸣（2021）. 高光谱图像光谱维结构相关性及稀疏重建模型. 《中国科学:信息科学》.
  61. Xianghai Wang, Yining Feng, Ruoxi Song, Zhenhua Mu, Chuanming Song (2021). Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data. Information Fusion.DOI
  62. Chuanming Song, Xin Min, Shiqi Sun, Xianghai Wang, Baocai Yin (2021). Fast elastic motion estimation with improved Levenberg-Marquardt optimization. Information Sciences.DOI
  63. Xianghai Wang, Chengdi Xing, Yining Feng, Ruoxi Song, Zhenhua Mu (2021). A Novel Hyperspectral Image Change Detection Framework Based on 3D-Wavelet Domain Active Convolutional Neural Network. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
  64. Xianghai Wang, Shun Wang, Yetao Li, Shicheng Xie, Jingzhe Tao, Derui Song (2021). Hyperspectral image sparse reconstruction model based on collaborative multidimensional correlation. Applied Soft Computing.DOI
  65. Xianghai Wang, Shun Wang, Shicheng Xie, Yetao Li, Jingzhe Tao, Chuanming Song (2021). Spectral dimensional correlation and sparse reconstruction model of hyperspectral images. Scientia Sinica Informationis.DOI
  66. 宋传鸣，洪旭，刘定坤，王相海（2020）. 空-频域联合的交通监控视频去雨方法. 《模式识别与人工智能》.DOI
  67. 宋传鸣，洪旭，王相海（2020）. 空-频域联合投票的交通视频阴影去除方法. 《计算机科学》.
  68. 曲萍萍，王尔申，江秀红，黎红梅，王瑞芳，王相海（2020）. 基于雨课堂的混合式教学研究——以“电工及工业电子学”课程为例. 《工业和信息化教育》.
  69. 王相海，邢湘筠，娄婉琪，刘爽，唐媛，宋传鸣（2020）. 基于纹理提取与注入的交通图像去雾算法研究. 《辽宁师范大学学报(自然科学版)》.
  70. Xianghai Wang, Shifu Bai, Zhi Li, Yuanqi Sui, Jingzhe Tao (2020). The PAN and MS image fusion algorithm based on adaptive guided filtering and gradient information regulation. Information Sciences.DOI
  71. Xianghai Wang, Xiaoyang Zhao, Yihuan Zhu, Xin Su (2020). NSST and vector‐valued C–V model based image segmentation algorithm. IET Image Processing.DOI
  72. 宋传鸣，闵新，谢维冬，尹宝才，王相海（2019）. 采用2 b深度像素的弹性运动估计算法. 《计算机研究与发展》.
  73. 王相海，白世夫，李智，宋若曦，陶兢喆（2019）. 基于PST相位约束和稀疏表示的MS和PAN影像融合算法. 《模式识别与人工智能》.DOI
  74. 王相海，李炜，吕芳，宋传鸣（2019）. 一种基于线性无关函数组的三角域V-系统构造. 《辽宁师范大学学报(自然科学版)》.
  75. 王相海，赵晓阳，朱毅欢，宋若曦，宋传鸣（2019）. 系数多状态关联的图像NSST-HMT模型. 《中国科学:信息科学》.
  76. Xianghai Wang, Ruoxi Song, Zhenhua Mu, Chuanming Song (2019). An image NSCT-HMT model based on copula entropy multivariate Gaussian scale mixtures. Knowledge-Based Systems.DOI
  77. Xianghai Wang, Wenya Zhang, Rui Li, Ruoxi Song (2019). The UDWT image denoising method based on the PDE model of a convexity-preserving diffusion function. EURASIP Journal on Image and Video Processing.DOI
  78. Xianghai Wang, Wei Li, Chong Zhang, Wanqi Lou, Ruoxi Song (2019). An adaptable active contour model for medical image segmentation based on region and edge information. Multimedia Tools and Applications.DOI
  79. Chuanming Song, Xianghai Wang, Baocai Yin, Ding-Kun Liu (2019). Fast hierarchical wavelet-domain motion estimation for arbitrarily shaped visual objects. Information Sciences.DOI
  80. Bo Fu, Yi Li, Xianghai Wang, Yonggong Ren (2019). Image super-resolution using TV priori guided convolutional network. Pattern Recognition Letters.DOI
  81. Xianghai Wang, Jingzhe Tao, Yutong Shen, Shifu Bai, Chuanming Song (2019). A NSST Pansharpening method based on directional neighborhood correlation and tree structure matching. Multimedia Tools and Applications.DOI
  82. Lingling Fang, Hanyu Zhang, Jiaxin Zhou, Xianghai Wang (2019). Image classification with an RGB-channel nonsubsampled contourlet transform and a convolutional neural network. Neurocomputing.DOI
  83. Chuanming Song, Bo Fu, Xianghai Wang, Ming-Zhe Fu (2019). A wavelet video coding algorithm with balanced significance probability tree based on energy weighting. Multimedia Tools and Applications.DOI
  84. Xianghai Wang, Shifu Bai, Zhi Li, Ruoxi Song, Jingzhe Tao (2019). The PAN and MS Image Pansharpening Algorithm Based on Adaptive Neural Network and Sparse Representation in the NSST Domain. IEEE Access.DOI
  85. 王相海，朱毅欢，吕芳，苏欣，宋传鸣（2018）. 基于Cauchy分布的非下采样Shearlet HMT模型及其图像去噪应用. 《计算机学报》.
  86. 宋传鸣，何兴，闵新，王相海（2018）. 调色板编码中2-邻域联合转移概率的索引图预测. 《计算机研究与发展》.
  87. 王相海，赵晓阳，毕晓昀，陶兢喆（2018）. 小波域多角度轮廓模板变分模型的单幅图像超分辨率重建. 《电子学报》.
  88. 王相海，李业涛，解天，毕晓昀，宋传鸣（2018）. 高光谱影像感兴趣区域提取的活动轮廓模型研究. 《辽宁师范大学学报(自然科学版)》.
  89. 王瑞芳，王相海（2018）. 基于微课模式的《电工及工业电子学》留学生课程的教学研究. 《课程教育研究(中英文)》.
  90. 石慧，冯斌，王相海，李明楚，宋传鸣（2018）. 用于盗版追踪的格雷码加密域可逆水印研究. 《中国图象图形学报》.
  91. 王相海，李智，万宇，宋传鸣（2018）. 高光谱海岸带影像水陆区域分割方法研究. 《辽宁师范大学学报(自然科学版)》.
  92. Bo Fu, Xiaoyang Zhao, Yi Li, Xianghai Wang (2018). Patch-based contour prior image denoising for salt and pepper noise. Multimedia Tools and Applications.DOI
  93. Bo Fu, Xiaoyang Zhao, Chuanming Song, Ximing Li, Xianghai Wang (2018). A salt and pepper noise image denoising method based on the generative classification. Multimedia Tools and Applications.DOI
  94. Xianghai Wang, Chuanming SONG, Yihuan Zhu, Xiaoyang ZHAO, Ruoxi Song (2018). Image NSST-HMT model with associated multi-state coefficients. Scientia Sinica Informationis.DOI
  95. Xianghai Wang, Zhi Li, Xia Zhou, Jingzhe Tao (2018). Segmentation model for hyperspectral remote sensing images based on spectral angle constrained active contour. Multimedia Tools and Applications.DOI
  96. Bo Fu, Xiaoyang Zhao, Yi Li, Xianghai Wang, Yonggong Ren (2018). A convolutional neural networks denoising approach for salt and pepper noise. Multimedia Tools and Applications.DOI
  97. Xianghai Wang, Jingzhe Tao, Yutong Shen, Mingshuang Qin, Chuanming Song (2018). Distributed Source Coding of Hyperspectral Images Based on Three-Dimensional Wavelet. Journal of the Indian Society of Remote Sensing.DOI
  98. Xianghai Wang, Ruoxi Song, Aidi Zhang, Xinnan Ai, Jingzhe Tao (2018). Remote sensing image magnification study based on the adaptive mixture diffusion model. Information Sciences.DOI
  99. Xianghai Wang, Ruoxi Song, Chuanming Song, Jingzhe Tao (2018). The NSCT-HMT Model of Remote Sensing Image Based on Gaussian-Cauchy Mixture Distribution. IEEE Access.DOI
  100. 刘丹，陈规胜，宋传鸣，何兴，王相海（2017）. 屏幕内容编码方法研究进展. 《计算机研究与发展》.
  101. 宋传鸣，陈规胜，何兴，傅博，王相海（2017）. 调色板编码中双向预测的索引值优化分配. 《模式识别与人工智能》.
  102. 宋传鸣，何兴，傅博，王相海（2017）. 屏幕内容索引图的马尔可夫预测算法. 《中国图象图形学报》.
  103. 宋德瑞，曹可，张建丽，景昕蒂，王相海，孙书翰，解鹏飞（2017）. 大数据视域下的海洋信息化建设构想. 《海洋开发与管理》.
  104. 王相海，刘美瑶，苏元贺，方玲玲，宋传鸣（2017）. 基于Contourlet和MeanShift的交通视频车辆跟踪算法. 《辽宁师范大学学报(自然科学版)》.
  105. 王相海，朱毅欢，耿丹，宋传鸣（2017）. 基于Cauchy分布模型与NSST变换的图像去噪算法. 《辽宁师范大学学报(自然科学版)》.
  106. 方玲玲，赵婉彤，王相海（2017）. 船舶红外成像目标跟踪研究进展. 《计算机辅助设计与图形学学报》.
  107. Lingling Fang, Xianghai Wang (2017). Lane Boundary Detection Algorithm Based on Vector Fuzzy Connectedness. Cognitive Computation.DOI
  108. Lingling Fang, Wantong Zhao, Xinyou Li, Xianghai Wang (2017). A convex active contour model driven by local entropy energy with applications to infrared ship target segmentation. Optics & Laser Technology.DOI
  109. 王相海，孙丽，万宇，王爽，陶兢喆（2016）. 非局域样本填充和自适应曲率驱动模型的遥感图像修复算法. 《模式识别与人工智能》.
  110. 王相海，刘晓倩，张爱迪，傅博（2016）. 曲线拟合确定阈值的非抽取小波贝叶斯图像去噪方法. 《模式识别与人工智能》.
  111. 王相海，王凯，刘美瑶，苏元贺，宋传鸣（2016）. 基于零树小波的交通视频车辆运动阴影滤除方法. 《模式识别与人工智能》.
  112. 曲萍萍，江秀红，黎红梅，刘庭欣，王相海（2016）. 探究式教学在电工学中的应用. 《教育现代化》.
  113. 王相海，宋海鹰，宋传鸣，陶兢喆（2016）. 谱间和帧内协同稀疏的高光谱图像压缩感知模型. 《中国科学:信息科学》.
  114. 陈规胜，宋传鸣，王相海，刘丹（2016）. 用于屏幕图像编码的索引图快速预测算法. 《中国图象图形学报》.
  115. 王相海，王凯，宫根，宋传鸣（2016）. 基于归一化RGB和K-means聚类的车牌阴影去除方法. 《辽宁师范大学学报(自然科学版)》.
  116. 王相海，毕晓昀，傅博，陶兢喆（2016）. 多方向模板变分模型的单幅图像超分辨率重建. 《中国图象图形学报》.
  117. Xianghai Wang, Ruoxi Song, Chong Zhang, Chang Li, Lingling Fang (2016). Image segmentation model based on adaptive adjustment of global and local information. International Journal of Imaging Systems and Technology.DOI
  118. Lingling Fang, Xianghai Wang, Yu Wan (2016). Adaptable active contour model with applications to infrared ship target segmentation. Journal of Electronic Imaging.DOI
  119. Xianghai Wang, Yu Wan, Rui Li, Jinling Wang, Lingling Fang (2016). A multi-object image segmentation C–V model based on region division and gradient guide. Journal of Visual Communication and Image Representation.DOI
  120. Lingling Fang, Xianghai Wang, Yang Shan Sun, Kainan Xu (2016). Remote sensing image segmentation using active contours based on intercorrelation of nonsubsampled contourlet coefficients. Journal of Electronic Imaging.DOI
  121. 王相海，王金玲，方玲玲（2015）. 灰度差能量函数引导的图像分割自适应C-V模型. 《模式识别与人工智能》.
  122. 王相海，夏春宇，宋传鸣（2015）. 图像编码方向自适应提升小波变换. 《模式识别与人工智能》.
  123. 王相海，汲海巍，宋传鸣（2015）. 边界和曲率驱动修复的图像编码算法. 《模式识别与人工智能》.
  124. 王相海，付明哲，宋传鸣（2015）. 三维小波八叉体分裂视频编码算法. 《模式识别与人工智能》.
  125. 王相海，张智迪，宋传鸣（2015）. 四叉树分块的高光谱图像分布式无损编码. 《中国图象图形学报》.
  126. 黎红梅，王相海（2015）. 电工及工业电子学教学模式改革探索与实践. 《教育教学论坛》.
  127. 王相海，郎丰华，宋传鸣（2015）. 基于Contourlet系数方向扫描格型量化的多描述图像编码算法. 《辽宁师范大学学报(自然科学版)》.
  128. 王相海，周夏，方玲玲（2015）. 矢量C-V模型的高光谱遥感影像分割. 《遥感学报》.
  129. Xianghai Wang, Yutong Shen, Zhiguang Zhou, Lingling Fang (2015). An image fusion algorithm based on lifting wavelet transform. Journal of Optics.DOI
  130. 王相海，丛志环，方玲玲，宋传鸣（2014）. 混合种群多样性自适应遗传操作的HMM训练模型. 《计算机研究与发展》.
  131. 王相海，刘颖男，张冲（2014）. 一种基于曲率驱动的四阶PDE图像去噪模型. 《辽宁师范大学学报(自然科学版)》.
  132. 王相海，秦钜鳌，方玲玲（2014）. 基于感兴趣区域AdaBoost分类器的视频车辆检测研究. 《辽宁师范大学学报(自然科学版)》.
  133. 王尔申，李轩，王相海，庞涛（2014）. 基于Multisim的电工及工业电子学课程仿真实验设计. 《实验技术与管理》.
  134. 王相海，李明（2014）. 双重轮廓演化曲线的图像分割水平集模型. 《中国图象图形学报》.
  135. 王相海，解天，宋传鸣，张智迪（2014）. 波段排序的高光谱影像3维混合树编码方法. 《中国图象图形学报》.
  136. 王瑞芳，王相海，曾雪梅，王尔申（2014）. 电工及工业电子学课程资源共享课建设的实践. 《大学教育》.
  137. Xianghai Wang, Yingnan Liu, Hongwei Zhang, Lingling Fang (2014). A total variation model based on edge adaptive guiding function for remote sensing image de-noising. International Journal of Applied Earth Observation and Geoinformation.DOI
  138. 王相海，魏婷婷，周志光，宋传鸣（2013）. Contourlet四叉树系数方向相关性的遥感图像融合算法. 《计算机研究与发展》.
  139. 王相海，黄俊英，李明（2013）. GC1约束的多三角Bézier曲面混合降阶逼近研究. 《计算机研究与发展》.
  140. 宋传鸣，郭延文，王相海，刘丹（2013）. 基于模糊量化和2 bit深度像素的运动估计算法. 《通信学报》.
  141. 王相海，方玲玲（2013）. 活动轮廓模型的图像分割方法综述. 《模式识别与人工智能》.
  142. 王相海，丛志环，方玲玲，秦钜鳌（2013）. 基于HMM的车辆行驶状态实时判别方法研究. 《自动化学报》.
  143. 宋传鸣，谭茹，王相海，刘丹（2013）. 结合低位深像素预测起点的小波域运动估计. 《计算机研究与发展》.
  144. 王相海，陶兢喆，宋传鸣（2013）. 并行波峰模式的规则块拼接纹理合成调度. 《计算机辅助设计与图形学学报》.
  145. 宋传鸣，李婷婷，王相海，成琛（2013）. 水体注入器皿的动力学粒子建模研究. 《计算机科学》.
  146. 王相海，陶兢喆（2013）. 协同进化的近似规则纹理合成. 《中国图象图形学报》.
  147. PeiGen NI, Xin SU, ChuanMing SONG, Xianghai Wang, LingLing FANG（2013）. 非下采样Contourlet HMT模型. Scientia Sinica Informationis.DOI
  148. Chuanming Song, Yanwen Guo, Xianghai Wang, Dan Liu (2013). Fuzzy quantization based bit transform for low bit-resolution motion estimation. Signal Processing Image Communication.DOI
  149. Xianghai Wang, Lingling Fang, Ming Li (2013). Image segmentation based on adaptive mixture model. Journal of Optics.DOI
  150. Lingling Fang, Xianghai Wang (2013). Image segmentation framework using EdgeFlow-Based active contours. Optik.DOI
  151. 王相海，丛志环，方玲玲（2012）. IPTV体系结构及其流媒体技术研究进展. 《通信学报》.
  152. 付明哲，王相海，宋传鸣（2012）. 基于3D混合树和视觉特性的视频可分级编码算法. 《通信学报》.
  153. 王相海，方玲玲，丛志环（2012）. 基于MSPF的实时监控多目标跟踪算法研究. 《自动化学报》.
  154. Xianghai Wang, MingYing Chen, Chuanming Song, XU Mengchun, Lingling Fang (2012). Contourlet HMT model with directional feature. Science China Information Sciences.DOI
  155. 宋琳琳，王相海（2011）. 一种综合颜色和纹理特征的图像检索算法. 《计算机工程与应用》.
  156. 王相海，孙强，宋传鸣，刘丹（2010）. 基于多尺度几何分析的图像编码研究进展. 《计算机研究与发展》.
  157. Chuanming Song, Xianghai Wang, Fuyan Zhang (2010). Binary Alpha-Plane Assisted Fast Motion Estimation Scheme of Video Object. Journal of Software.DOI
  158. Chuanming Song, Xianghai Wang, Yanwen Guo, Fuyan Zhang (2009). Binary Alpha-Plane Assisted Fast Motion Estimation of Video Objects in Wavelet Domain. DCC.DOI
  159. Oujun Lou, Xianghai Wang, Zhengxuan Wang (2009). A NEW CONTOURLET-DOMAIN BASED IMAGE WATERMARKING SCHEME RESILIENT TO GEOMETRICAL ATTACKS. International Journal of Wavelets Multiresolution and Information Processing.DOI
  160. Xianghai Wang (2009). Image Fusion Algorithm Based on the Neighboring Relation of Wavelet Coefficients.
  161. Xianghai Wang (2009). Research of Image Mining.
  162. Xianghai Wang (2009). Image Fusion Algorithm Based on Directional Spread of Wavelet Coefficients' Differences. Jisuanji kexue yu tansuo.
  163. Xianghai Wang (2009). Iris Recognition Based on Wavelet Transform and 2D-PCA.
  164. Xianghai Wang (2009). ROI Coding Method Based on Selecting Subband and Bitplane Shift.
  165. 肖羽，王相海（2008）. 基于Contourlet的中低码率图像质量可分级编码算法. 《计算机研究与发展》.
  166. Chuanming Song, Xianghai Wang, Fuyan Zhang (2008). Research on Motion Vector Accuracy in Overcomplete Wavelet-Domain Scalable Video Coding Based on Human Visual System Characteristics.DOI
  167. Xianghai Wang (2008). Image Denoise Algorithm Based on Inter Correlation of Wavelet Coefficients at Finer Scales.
  168. 楼偶俊，王相海，王钲旋（2007）. 抗几何攻击的量化鲁棒视频水印技术研究. 《计算机研究与发展》.
  169. Yong Zhang, Zhongxian Chi, Xiaodan Liu, Xianghai Wang (2007). A novel fuzzy compensation multi-class support vector machine. Applied Intelligence.DOI
  170. Xianghai Wang (2007). Overview on digital watermarking for image authentication. Computer Engineering and Applications Journal.
  171. Xianghai Wang (2007). Watermark Scheme with Side-information Based on Adaptive Relation Matrix. Journal of Chinese Computer Systems.
  172. Xianghai Wang (2007). Research on prediction error information coding. Computer Engineering and Applications Journal.
  173. Xianghai Wang (2007). The Research of PSNR Scalable Image Coding Based on Lifting Scheme Wavelet and Bit-Plane. Microelectronics & Computer.
  174. 张誉婉，王相海（2006）. 最大子长方体问题的动态规划算法. 《计算机应用与软件》.
  175. 宋传鸣，王相海（2006）. 一种新的小波域视频可分级运动估计方案. 《计算机学报》.
  176. 宋传鸣，王相海（2006）. 一种基于新量化方案的形状自适应整数小波编码算法. 《计算机研究与发展》.
  177. Xianghai Wang (2006). Research Progress on Scalable Image Coding.
  178. Chuanming Song, Xianghai Wang, Yu Xiao (2006). Binary Alpha-plane Assisted Motion Estimation of MPEG-4 Arbitrarily Shaped Video Objects.DOI
  179. Dan Liu, Xianghai Wang (2006). Efficient PSNR scalable coding of motion compensated prediction residuals.DOI
  180. Xianghai Wang (2006). A Robustious Image Watermarking Schemebased on Lifting Scheme Wavelet and Texture Blocks. Microelectronics & Computer.
  181. 宋传鸣，王相海（2005）. 小波域视频运动估计研究进展. 《计算机学报》.
  182. Xianghai Wang (2005). A Image Watermarking Scheme Based on Lifting Scheme Wavelet and Wavelet Blocks. Microelectronics & Computer.
  183. 王相海（2003）. 一类三次隐式代数曲面参数化研究. 《计算机研究与发展》.
  184. 王相海，庞云阶（2002）. 模拟绘画的三维几何纹理生成研究. 《计算机学报》.
  185. 王相海，张福炎（2002）. 基于形态学膨胀操作的小波图像比率可分级编码研究. 《计算机学报》.
  186. 王相海，张福炎（2001）. 静态图像编码研究进展. 《计算机研究与发展》.
  187. 王相海（1994）. 计算几何中简单多边形核的存在判定及构造的一个算法. 《计算机工程》.

研究方向

计算机软件及计算机应用自动化技术航空航天科学与工程

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