宋森森｜新疆大学｜学者主页

2026

MHBA-TransUNet: Shallow–Deep Collaborative RGB–DSM Fusion with Hybrid Bidirectional Attention for High-Resolution Remote Sensing Semantic Segmentation

Tanghong Yuan, Wu Le, Ming Lv, Zhenhong Jia, Jiajia Wang, Gang Zhou, Sensen Song, Tingji Han

Remote Sensing

DOI

2026

Image Fusion Based on Prior Information

Congbing He, Zhenhong Jia, Hui Zhao, Sensen Song, Jiajia Wang, Fei Shi

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

Low-Rank Symmetric Information Bottlenecks in Multi-View Subspace Clustering

RuLi Feng, Sensen Song, Yue Sun, Mengyu Jiang, Zhenhong Jia

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

LW-CD: A dual-domain unsupervised framework and dataset for low-illumination wide-field change detection

Yue Li, Dayong Ren, Zhenhong Jia, Sensen Song, Fei Shi, Yani Guo

Expert Systems with Applications

DOI

2026

TSF-DETR: Two-Stage Frequency-Domain Enhancement DETR for Small Object Detection in Remote Sensing

Yingjie Hu, Wu Le, Ming Lv, Zhenhong Jia, Jiajia Wang, Gang Zhou, Sensen Song, Faquan Song

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2026

Remote Sensing Object Detection Based on Detail-Semantic Decoupling and Multiscale Coordinate-Guided Semantic Enhancement

Faquan Song, Wu Le, Ming Lv, Zhenhong Jia, Jiajia Wang, Gang Zhou, Sensen Song, Yingjie Hu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

WeedsDetectNet: A green attention and adaptive joint feature fusion network for weed detection in agricultural fields

Baoquan Ge, Zhenhong Jia, Ao Guo, Wei Chen, Jiajia Wang, Sensen Song, Gang Zhou

Crop Protection

DOI

2025

RLCFE-Net: A reparameterization large convolutional kernel feature extraction network for weed detection in multiple scenarios

Ao Guo, Zhenhong Jia, Baoquan Ge, Wei Chen, Sensen Song, Congbing He, Gang Zhou, Jiajia Wang, Xiaoyi Lv

Expert Systems With Applications，Vol. 274

DOI

2025

Multi-Focus Image Fusion Based on Dual-Channel Rybak Neural Network and Consistency Verification in NSCT Domain

Lv Ming, Sensen Song, Zhenhong Jia, Liangliang Li, Hongbing Ma

Fractal and Fractional

DOI

2025

Change Detection Method for Nighttime Large-Field Video Images Combining Anisotropic Diffusion and Non-Negative Matrix Factorization

Tianyu Ren, Zhenhong Jia, Jia He, Xiaohui Huang, Sensen Song, Jiajia Wang, Gang Zhou, Fei Shi, Ming Lv

DOI

2025

Difference Bonds Consistency and Complementarity to Enhance Multimodal Representation Learning

Chao He, Sensen Song, Zhenhong Jia, Hui Zhao

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

Multi-Focus Image Fusion Based on Fractal Dimension and Parameter Adaptive Unit-Linking Dual-Channel PCNN in Curvelet Transform Domain

Liangliang Li, Sensen Song, Lv Ming, Zhenhong Jia, Hongbing Ma

Fractal and Fractional

DOI

2025

Change Detection for Wide-Field Video Images in Foggy Weather Based on Enhanced K-Means Clustering

Yankai Cao, Xiaoqian Qu, Jia He, Sensen Song, Zhenhong Jia

Lecture notes in computer science

DOI

2024

Nighttime large-field video image change detection based on adaptive superpixel reconstruction and multi-scale singular value decomposition fusion

Tianyu Ren, Jia He, Zhenhong Jia, Xiaohui Huang, Sensen Song, Jiajia Wang, Gang Zhou, Fei Shi, Ming Lv

Displays

DOI

2024

Target detection algorithm with wide field of view in foggy weather based on improved CSLBP operator

Xiya Lian, Zhenhong Jia, Gang Zhou, Jiajia Wang, Sensen Song, Xiaohui Xiao, Fei Shi

International Conference on Image Processing and Intelligent Control (IPIC)

DOI

2024

Detecting Video Image Changes Based on Improved Difference Map and Image Fusion

Ang Tian, Zhenhong Jia, Xiaohui Huang, Sensen Song, Jiajia Wang, Gang Zhou, Fei Shi

DOI

2024

Video image change detection based on normalized fusion and improved K-means clustering

Ang Tian, Zhenhong Jia, Xiaohui Huang, Sensen Song, Jiajia Wang, Gang Zhou, Fei Shi

International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA)

DOI

2024

Image Dehazing in Wide Field of View Based on Dual-tree Complex Wavelet Transform

Xiya Lian, Zhenhong Jia, Gang Zhou, Jiajia Wang, Sensen Song, Xiaohui Huang, Fei Shi

International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA)

DOI

2024

Weak Change Detection of Wide field Foggy Video Image

Wen Li, Zhenhong Jia, Sensen Song, Xiaohui Huang, Jiajia Wang, Gang Zhou, Fei Shi

International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA)

DOI

2024

Adaptive Gaussian Regularization Constrained Sparse Subspace Clustering for Image Segmentation

Sensen Song, Dayong Ren, Zhenhong Jia, Fei Shi

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

Adaptive fuzzy weighted C-mean image segmentation algorithm combining a new distance metric and prior entropy

Sensen Song, Zhenhong Jia, Fei Shi, Junnan Wang, Dongdong Ni

Engineering Applications of Artificial Intelligence

DOI

2023

Salient Object Detection Based on Optimization of Feature Computation by Neutrosophic Set Theory

Sensen Song, Yue Li, Zhenhong Jia, Fei Shi

Sensors

DOI

2023

Saliency optimization fused background feature with frequency domain features

Sensen Song, Zhenhong Jia, Fei Shi, Junnan Wang, Jie Yang, Nikola Kirilov Kasabov

Multimedia Tools and Applications

DOI

2022

Image Segmentation Based on Fuzzy Low-Rank Structural Clustering

Sensen Song, Zhenhong Jia, Jie Yang, Nikola Kirilov Kasabov

IEEE Transactions on Fuzzy Systems

DOI

2022

Salient detection via the fusion of background-based and multiscale frequency-domain features

Sensen Song, Zhenhong Jia, Jie Yang, Nikola Kirilov Kasabov

Information Sciences

DOI

2022

Sand-dust image enhancement based on light attenuation and transmission compensation

Fei Shi, Zhenhong Jia, Huicheng Lai, Nikola Kirilov Kasabov, Sensen Song, Junnan Wang

Multimedia Tools and Applications

DOI

2022

Sand Dust Images Enhancement Based on Red and Blue Channels

Fei Shi, Zhenhong Jia, Huicheng Lai, Sensen Song, Junnan Wang

Sensors

DOI

2020

A Fast Image Segmentation Algorithm Based on Saliency Map and Neutrosophic Set Theory

Sensen Song, Zhenhong Jia, Jie Yang, Nikola Kirilov Kasabov

IEEE photonics journal

DOI

2020

Object Motion Deblurring in Single Image Under Static Background

Tengteng Zhang, Sensen Song, Zhenhong Jia, Jie Yang, Nikola Kirilov Kasabov

IEEE Access

DOI

宋森森

精选作品

期刊论文

MHBA-TransUNet: Shallow–Deep Collaborative RGB–DSM Fusion with Hybrid Bidirectional Attention for High-Resolution Remote Sensing Semantic Segmentation

Image Fusion Based on Prior Information

Low-Rank Symmetric Information Bottlenecks in Multi-View Subspace Clustering

LW-CD: A dual-domain unsupervised framework and dataset for low-illumination wide-field change detection

TSF-DETR: Two-Stage Frequency-Domain Enhancement DETR for Small Object Detection in Remote Sensing

Remote Sensing Object Detection Based on Detail-Semantic Decoupling and Multiscale Coordinate-Guided Semantic Enhancement

WeedsDetectNet: A green attention and adaptive joint feature fusion network for weed detection in agricultural fields

RLCFE-Net: A reparameterization large convolutional kernel feature extraction network for weed detection in multiple scenarios

Multi-Focus Image Fusion Based on Dual-Channel Rybak Neural Network and Consistency Verification in NSCT Domain

Change Detection Method for Nighttime Large-Field Video Images Combining Anisotropic Diffusion and Non-Negative Matrix Factorization

Difference Bonds Consistency and Complementarity to Enhance Multimodal Representation Learning

Multi-Focus Image Fusion Based on Fractal Dimension and Parameter Adaptive Unit-Linking Dual-Channel PCNN in Curvelet Transform Domain

Change Detection for Wide-Field Video Images in Foggy Weather Based on Enhanced K-Means Clustering

Nighttime large-field video image change detection based on adaptive superpixel reconstruction and multi-scale singular value decomposition fusion

Target detection algorithm with wide field of view in foggy weather based on improved CSLBP operator

Detecting Video Image Changes Based on Improved Difference Map and Image Fusion

Video image change detection based on normalized fusion and improved K-means clustering

Image Dehazing in Wide Field of View Based on Dual-tree Complex Wavelet Transform

Weak Change Detection of Wide field Foggy Video Image

Adaptive Gaussian Regularization Constrained Sparse Subspace Clustering for Image Segmentation

Adaptive fuzzy weighted C-mean image segmentation algorithm combining a new distance metric and prior entropy

Salient Object Detection Based on Optimization of Feature Computation by Neutrosophic Set Theory

Saliency optimization fused background feature with frequency domain features

Image Segmentation Based on Fuzzy Low-Rank Structural Clustering

Salient detection via the fusion of background-based and multiscale frequency-domain features

Sand-dust image enhancement based on light attenuation and transmission compensation

Sand Dust Images Enhancement Based on Red and Blue Channels

A Fast Image Segmentation Algorithm Based on Saliency Map and Neutrosophic Set Theory

Object Motion Deblurring in Single Image Under Static Background

研究方向