Doctoral Candidate College of Computer Science and Technology, China University of Petroleum (East China) Qingdao, Shandong, China Email: songsook@163.com [Google Scholar] [ResearchGate]

About me

I am currently pursuing my Ph.D in the College of Computer Science and Technology, China University of Petroleum (East China), under the supervision of Professor Chenglizhao Chen. Before that, I received my bachelor's degree from the College of Information Science and Technology, Beijing Language and Culture University in June 2018, and my master's degree from the College of Computer Science and Technology, Qingdao University in June 2023.

Research Interests: Computer Vision, Virtual Reality, 360 Panoramic Video Navigation, Saliency Detection, Graph Neural Network.

Publications

• Pushing the Boundaries of Salient Object Detection: A Denoising-Driven Approach
  Mengke Song, Luming Li, Xu Yu, Chenglizhao Chen*
  IEEE Transactions on Image Processing (IEEE TIP), 2025, First Author. [SCI Category 1, JCR Q1, CCF A, IF: 10.8]
  [PDF][Link]

• Robust Industrial Anomaly Detection via Style Shift Estimation and Cascade Distillation
  Shaojiang Yuan, Mengke Song, Jia Song, Xinyu Liu, Chenglizhao Chen*
  IEEE Transactions on Instrumentation and Measurement (IEEE TIM), 2025. [SCI Category 2, JCR Q1, IF: 5.6]
  [PDF][Link]

• Unveiling Context-Related Anomalies: Knowledge Graph Empowered Decoupling of Scene and Action for Human-Related Video Anomaly Detection
  Chenglizhao Chen, Xinyu Liu, Mengke Song*, Luming Li, Shaojiang Yuan, Xu Yu, Shanchen Pang
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2025, Corresponding Author. [SCI Category 1, JCR Q1, CCF B, IF: 8.3]
  [PDF][Link]

• UNI-IQA: A Unified Approach for Mutual Promotion of Natural and Screen Content Image Quality Assessment
  Mengke Song, Chenglizhao Chen*, Wenfeng Song, Yuming Fang
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2025, First Author. [SCI Category 1, JCR Q1, CCF B, IF: 8.3]
  [PDF][Link]

• Adapting Generic RGB-D Salient Object Detection for Specific Traffic Scenarios
  Chenglizhao Chen, Mengke Song, Shanchen Pang, Chong Peng*
  IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), 2025, First Student Author. [SCI Category 2, JCR Q1, CCF B, IF: 7.9]
  [PDF][Link]

• Rethinking Object Saliency Ranking: A Novel Whole-flow Processing Paradigm
  Mengke Song, Linfeng Li, Dunquan Wu, Wenfeng Song, Chenglizhao Chen*
  IEEE Transactions on Image Processing (IEEE TIP), 2024, First Author. [SCI Category 1, JCR Q1, CCF A, IF: 10.8]
  [PDF][Link]

• A Comprehensive Survey on Video Saliency Detection with Auditory Information: the Audio-visual Consistency Perceptual is the Key!
  Chenglizhao Chen, Mengke Song, Wenfeng Song, Li Guo*, Muwei Jian
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023, Co-first Author. [SCI Category 1, JCR Q1, CCF B, IF: 8.3]
  [PDF][Link]

• Improving RGB-D Salient Object Detection via Modality-aware Decoder
  Mengke Song, Wenfeng Song, Guowei Yang, Chenglizhao Chen*
  IEEE Transactions on Image Processing (IEEE TIP), 2022, First Author. [SCI Category 1, JCR Q1, CCF A, IF: 10.8]
  [PDF][Link]

• Assisting RGB and depth salient object detection with nonconvolutional encoder: an improvement approach
  Shuo Zhang, Mengke Song*, Luming Li
  Journal of Electronic Imaging, 2024, Corresponding Author. [SCI]
  [PDF]

• Beyond Pixels: Text-Guided Deep Insights into Graphic Design Image Aesthetics
  Guangyu Shi, Luming Li, Mengke Song*
  Journal of Electronic Imaging, 2024, Corresponding Author. [SCI]
  [PDF]

Patents

• A Progressive Self-distillation Emotion State Estimation Method for the Interaction between Viewpoints and the Environment (一种视点与环境交互的递进式自蒸馏情绪状态估计方法), CN119046762A, 2025, 实质审查
  Chenglizhao Chen, Mengke Song, et al.
  

• Object Tracking Method and Tracker Based on Decoupled Classification and Regression Features (基于解耦分类与回归特征的目标跟踪方法及跟踪器), CN116664624B, 2023
  Chenglizhao Chen, Luming Li, Mengke Song, et al.
  

Awards

• 山东省研究生创新成果（2024），1/3
  

Projects

• 中国石油大学（华东）研究生创新基金项目（2024），负责人
  

Services

Journal reviewer of:

• IEEE Transactions on Image Processing (TIP)
  
• IEEE Transactions on Multimedia (TMM)
  
• IET Image Processing
  
• The Visual Computer
  
• Neural Processing Letters
  
• The Journal of Supercomputing
  
• Cognitive Computation
  
• Multimedia Systems
  
• Pattern Analysis and Applications
  
• Artificial intelligence Review