A comprehensive study on digital image matting. - Haiyan Yang; Oscar C. Au; Jin Zeng; Mengqi Ji; Yuan Yuan 002; Sunil Prasad Jaiswal (ChinaSIP, 2014)

Preprocessing-free surface material classification using convolutional neural networks pretrained by sparse Autoencoder. - Mengqi Ji; Lu Fang 001; Haitian Zheng; Matti Strese; Eckehard G. Steinbach (MLSP, 2015)

Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation. - Haitian Zheng; Yebin Liu; Mengqi Ji; Feng Wu 001; Lu Fang 001 (CoRR, 2015)

Deep Learning for Surface Material Classification Using Haptic and Visual Information. - Haitian Zheng; Lu Fang 001; Mengqi Ji; Matti Strese; Yigitcan Özer; Eckehard G. Steinbach (IEEE Trans. Multim., 2016)

Learning Cross-scale Correspondence and Patch-based Synthesis for Reference-based Super-Resolution. - Haitian Zheng; Mengqi Ji; Lei Han; Ziwei Xu 001; Haoqian Wang; Yebin Liu; Lu Fang 001 (BMVC, 2017)

SurfaceNet: An End-to-End 3D Neural Network for Multiview Stereopsis. - Mengqi Ji; Juergen Gall; Haitian Zheng; Yebin Liu; Lu Fang 001 (ICCV, 2017)

CrossNet: An End-to-End Reference-Based Super Resolution Network Using Cross-Scale Warping. - Haitian Zheng; Mengqi Ji; Haoqian Wang; Yebin Liu; Lu Fang 001 (ECCV (6), 2018)

RegNet: Learning the Optimization of Direct Image-to-Image Pose Registration. - Lei Han; Mengqi Ji; Lu Fang 001; Matthias Nießner (CoRR, 2018)

SPI-Optimizer: An Integral-Separated PI Controller for Stochastic Optimization. - Dan Wang; Mengqi Ji; Yong Wang; Haoqian Wang; Lu Fang 001 (ICIP, 2019)

Zoom in to the Details of Human-Centric Videos. - Guanghan Li; Yaping Zhao; Mengqi Ji; Xiaoyun Yuan; Lu Fang 001 (ICIP, 2020)

Augmenting vascular disease diagnosis by vasculature-aware unsupervised learning. - Yong Wang; Mengqi Ji; Shengwei Jiang; Xukang Wang; Jiamin Wu; Feng Duan; Jingtao Fan; Laiqiang Huang; Shaohua Ma; Lu Fang 001; Qionghai Dai (Nat. Mach. Intell., 2020)

A Learning-Based Model to Evaluate Hospitalization Priority in COVID-19 Pandemics. - Yichao Zheng; Yinheng Zhu; Mengqi Ji; Rongpin Wang; Xinfeng Liu; Mudan Zhang; Jun Liu; Xiaochun Zhang; Choo Hui Qin; Lu Fang 001; Shaohua Ma (Patterns, 2020)

EFENet: Reference-Based Video Super-Resolution with Enhanced Flow Estimation. - Yaping Zhao; Mengqi Ji; Ruqi Huang; Bin Wang; Shengjin Wang (CICAI, 2021)

Author Correction: Augmenting vascular disease diagnosis by vasculature-aware unsupervised learning. - Yong Wang; Mengqi Ji; Shengwei Jiang; Xukang Wang; Jiamin Wu; Feng Duan; Jingtao Fan; Laiqiang Huang; Shaohua Ma; Lu Fang 001; Qionghai Dai (Nat. Mach. Intell., 2021)

SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-View Stereopsis. - Mengqi Ji; Jinzhi Zhang; Qionghai Dai; Lu Fang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Boosting Single Image Super-Resolution Learnt From Implicit Multi-Image Prior. - Dingjian Jin; Mengqi Ji; Lan Xu; Gaochang Wu; Liejun Wang; Lu Fang 001 (IEEE Trans. Image Process., 2021)

Cross-Camera Deep Colorization. - Yaping Zhao; Haitian Zheng; Mengqi Ji; Ruqi Huang (CICAI (1), 2022)

Automated Rest EEG-Based Diagnosis of Depression and Schizophrenia Using a Deep Convolutional Neural Network. - Zhiming Wang; Jingwen Feng; Rui Jiang; Yujie Shi; Xiaojing Li; Rui Xue; Xiangdong Du; Mengqi Ji; Fan Zhong; Yajing Meng; Jingjing Dong; Junpeng Zhang 003; et al. (IEEE Access, 2022)

Surface Material Perception Through Multimodal Learning. - Shi Mao; Mengqi Ji; Bin Wang 062; Qionghai Dai; Lu Fang 001 (IEEE J. Sel. Top. Signal Process., 2022)

SurRF: Unsupervised Multi-View Stereopsis by Learning Surface Radiance Field. - Jinzhi Zhang; Mengqi Ji; Guangyu Wang; Zhiwei Xu 002; Shengjin Wang; Lu Fang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

GigaMVS: A Benchmark for Ultra-Large-Scale Gigapixel-Level 3D Reconstruction. - Jianing Zhang; Jinzhi Zhang; Shi Mao; Mengqi Ji; Guangyu Wang; Zequn Chen; Tian Zhang; Xiaoyun Yuan; Qionghai Dai; Lu Fang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Visible and near-infrared image fusion based on information complementarity. - Zhuo Li; Shiliang Pu; Mengqi Ji; Feng Zeng; Bo Li 006 (CAAI Trans. Intell. Technol., 2025)