Unsupervised Multiscale Image Segmentation Using Wavelet Domain Hidden Markov Tree. - Qing Xu 003; Jie Yang 002; Siyi Ding (PRICAI, 2004)

Color texture analysis using the wavelet-based hidden Markov model. - Qing Xu 003; Jie Yang 002; Siyi Ding (Pattern Recognit. Lett., 2005)

Target error for image-to-physical space registration: preliminary clinical results using laser range scanning. - Aize Cao; Michael I. Miga; Prashanth Dumpuri; Siyi Ding; Benoit M. Dawant; Reid Carleton Thompson (Image-Guided Procedures, 2007)

Robust Vessel Registration and Tracking of Microscope Video Images in Tumor Resection Neurosurgery. - Siyi Ding; Michael I. Miga; Reid Carleton Thompson; Benoit M. Dawant (ISBI, 2009)

Automatic segmentation of cortical vessels in pre- and post-tumor resection laser range scan images. - Siyi Ding; Michael I. Miga; Reid Carleton Thompson; Ishita Garg; Benoit M. Dawant (Image-Guided Procedures, 2009)

Semiautomatic Registration of Pre- and Postbrain Tumor Resection Laser Range Data: Method and Validation. - Siyi Ding; Michael I. Miga; Jack H. Noble; Aize Cao; Prashanth Dumpuri; Reid Carleton Thompson; Benoit M. Dawant (IEEE Trans. Biomed. Eng., 2009)

Enhancement of subsurface brain shift model accuracy: a preliminary study. - Ishita Garg; Siyi Ding; Aaron M. Coffey; Prashanth Dumpuri; Reid Carleton Thompson; Benoit M. Dawant; Michael I. Miga (Image-Guided Procedures, 2010)

A Fast and Efficient Method to Compensate for Brain Shift for Tumor Resection Therapies Measured Between Preoperative and Postoperative Tomograms. - Prashanth Dumpuri; Reid Carleton Thompson; Aize Cao; Siyi Ding; Ishita Garg; Benoit M. Dawant; Michael I. Miga (IEEE Trans. Biomed. Eng., 2010)

Intraoperative Brain Shift Compensation: Accounting for Dural Septa. - Ishita Chen; Aaron M. Coffey; Siyi Ding; Prashanth Dumpuri; Benoit M. Dawant; Reid Carleton Thompson; Michael I. Miga (IEEE Trans. Biomed. Eng., 2011)

Tracking of Vessels in Intra-Operative Microscope Video Sequences for Cortical Displacement Estimation. - Siyi Ding; Michael I. Miga; Thomas S. Pheiffer; Amber L. Simpson; Reid Carleton Thompson; Benoit M. Dawant (IEEE Trans. Biomed. Eng., 2011)

Intraoperative brain shift estimation using vessel segmentation registration and tracking. - Siyi Ding (2011)

Remaining useful life prediction based on intentional noise injection and feature reconstruction. - Lei Xiao; Junxuan Tang; Xinghui Zhang; Eric Bechhoefer; Siyi Ding (Reliab. Eng. Syst. Saf., 2021)

A Lightweight Detail-Fusion Progressive Network for Image Deraining. - Siyi Ding; Qing Zhu; Wanting Zhu (ICIC (5), 2023)

Robot Hearing Through Optical Channel in a Cocktail Party Environment. - Xiao Guo; Siyi Ding; Ti Peng; Kenan Li; Xiaoping Hong (Adv. Intell. Syst., 2023)

Drone Detection and Tracking System Based on Fused Acoustical and Optical Approaches. - Siyi Ding; Xiao Guo; Ti Peng; Xiao Huang; Xiaoping Hong (Adv. Intell. Syst., 2023)

Research on Spindle Dynamic Performance Prediction by CGAN Model based on LSTM and Attention Mechanism. - Siyi Ding; Jia Lin; Wenbo Zhou; Xinhua Mao; Jie Zhang (CASE, 2024)

Multiscale deformable transformer meets lightweight design: enabling real-time quality detection for automobile body stamping parts under production-line constraints. - Siyi Ding; Zihao Wang; Yefan Yang; Wei Dai; Jie Luo (Signal Image Video Process., 2025)