Publications

Chao Li, Rugui Liu, Zhe Quan, Pengpeng Hu, Jun Sun (2024). Foreground separation knowledge distillation for object detection. PeerJ Computer Science.

Xiaotian Wang, Bingrong Huo, Xuyang Yuan, Zhiwen Lu, Feng Liu, Shengbin Zhou, Qiaoling Wang, Pengpeng Hu (2024). Bringing the queen mother of the west to life: Digital reconstruction and analysis of Taoist Celestial Beings Worshiping mural’s apparel. AUTEX Research Journal.

Xuanchen Zhou, Gengshen Wu, Xin Sun, Pengpeng Hu, Yi Liu (2024). Attention-Based Multi-Kernelized and Boundary-Aware Network for image semantic segmentation. Neurocomputing.

Fameng Wang, Haoyun Li, Pengpeng Hu, Yudong Wang, Fuwang Guan, Xuzhong Su, Mohammad Irfan Iqbal, Fengxin Sun (2024). Industrially Scalable Textile Sensing Interfaces for Extended Artificial Tactile and Human Motion Monitoring without Compromising Comfort. ACS Applied Materials & Interfaces.

Xinxin Dai, Ran Zhao, Pengpeng Hu, Adrian Munteanu (2023). KD-Net: Continuous-Keystroke-Dynamics-Based Human Identification from RGB-D Image Sequences. Sensors.

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Ran Zhao, Xinxin Dai, Pengpeng Hu, Adrian Munteanu (2023). W2H-Net: Fast Prediction of Waist-to-Hip Ratio from Single Partial Dressed Body Scans in Arbitrary Postures via Deep Learning. IEEE International Joint Conference on Biometrics (IJCB).

Xinxin Dai, Ran Zhao, Pengpeng Hu, Adrian Munteanu (2023). Measure4dhand: Dynamic Hand Measurement Extraction from 4D Scans. IEEE International Conference on Image Processing (ICIP).

Xinxin Dai, Ran Zhao, Pengpeng Hu, Adrian Munteanu (2023). PatientHandNet: 3D Open-palm Hand Reconstruction from Sparse Multi-view Depth Images. IEEE Transactions on Instrumentation and Measurement.

YingLiang Ma, Vishal S Mehta, C Aldo Rinaldi, Pengpeng Hu, Steven Niederer, Reza Razavi (2023). Automatic Detection of Coil Position in the Chest X-ray Images for Assessing the Risks of Lead Extraction Procedures. International Conference on Functional Imaging and Modeling of the Heart.

Pengpeng Hu, Xinxin Dai, Ran Zhao, He Wang, YingLiang Ma, Adrian Munteanu (2023). Point2PartVolume: Human Body Volume Estimation from A Single Depth Image. IEEE Transactions on Instrumentation and Measurement.

Ran Zhao, Xinxin Dai, Pengpeng Hu, Adrian Munteanu (2023). PoseNormNet: Identity-preserved Posture Normalization of 3D Body Scans in Arbitrary Postures. IEEE Transactions on Industrial Informatics.

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Nastaran Nourbakhsh Kaashki, Remco Royen, Xinxin Dai, Pengpeng Hu, Adrian Munteanu (2022). A Deep-learning-based Approach to Automatically Measuring Foots from a 3D scan. IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE).

Pengpeng Hu, Edmond SL Ho, Adrian Munteanu (2022). AlignBodyNet: Deep Learning-Based Alignment of Non-Overlapping Partial Body Point Clouds From a Single Depth Camera. IEEE Transactions on Instrumentation and Measurement.

Xinxin Dai, Ran Zhao, Pengpeng Hu, Adrian Munteanu (2022). OrienNormNet: Orientation Normalization of 3D Body Models. International Conference and Exhibition on 3D Body Scanning and Processing Technologies.

Nastaran Nourbakhsh Kaashki, Xinxin Dai, Pengpeng Hu, Adrian Munteanu (2022). Automatic Foot Measurement Extraction from A 3D Point Cloud via a Deep Neural Network. International Conference and Exhibition on 3D Body Scanning and Processing Technologies.

Nastaran Nourbakhsh Kaashki, Xinxin Dai, Pengpeng Hu, Adrian Munteanu (2022). Automatic and fast extraction of 3d hand measurements using a deep neural network. IEEE International Instrumentation and Measurement Technology Conference (I2MTC).

Pengpeng Hu, Ran Zhao, Xinxin Dai, Adrian Munteanu (2022). Predicting high-fidelity human body models from impaired point clouds. Signal Processing.

Nastaran Nourbakhsh Kaashki, Xinxin Dai, Timea Gyarmathy, Pengpeng Hu, Bogdan Iancu, Adrian Munteanu (2022). A deep learning approach to automatically extract 3d hand measurements. ACM International Conference on Machine Learning Technologies (ICMLT).

Kevin D McCay, Pengpeng Hu, Hubert PH Shum, Wai Lok Woo, Claire Marcroft, Nicholas D Embleton, Adrian Munteanu, Edmond SL Ho (2021). A pose-based feature fusion and classification framework for the early prediction of cerebral palsy in infants. IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Nastaran Nourbakhsh Kaashki, Pengpeng Hu, Adrian Munteanu (2021). Anet: A deep neural network for automatic 3d anthropometric measurement extraction. IEEE Transactions on Multimedia.

Nastaran Nourbakhsh Kaashki, Pengpeng Hu, Adrian Munteanu (2021). Deep learning-based automated extraction of anthropometric measurements from a single 3D scan. IEEE Transactions on Instrumentation and Measurement.

Remco Royen, Leon Denis, Quentin Bolsee, Pengpeng Hu, Adrian Munteanu (2021). MaskLayer: Enabling scalable deep learning solutions by training embedded feature sets. Neural Networks.

Pengpeng Hu, Edmond Shu–Lim Ho, Adrian Munteanu (2021). 3DBodyNet: fast reconstruction of 3D animatable human body shape from a single commodity depth camera. IEEE Transactions on Multimedia.

Pengpeng Hu, Adrian Munteanu (2021). Method for registration of 3D shapes without overlap for known 3D priors. Electronics Letters.

Pengpeng Hu, Nastaran Nourbakhsh Kaashki, Vasile Dadarlat, Adrian Munteanu (2020). Learning to estimate the body shape under clothing from a single 3-D scan. IEEE Transactions on Industrial Informatics.

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Boris Joukovsky, Pengpeng Hu, Adrian Munteanu (2020). Multi‐modal deep network for RGB‐D segmentation of clothes. Electronics Letters.

Pengpeng Hu, Nastaran Nourbakhsh, Jing Tian, Stephan Sturges, Vasile Dadarlat, Adrian Munteanu (2020). A generic method of wearable items virtual try-on. Textile Research Journal.

Pengpeng Hu, Edmond SL Ho, Nauman Aslam, Taku Komura, Hubert PH Shum (2019). A new method to evaluate the dynamic air gap thickness and garment sliding of virtual clothes during walking. Textile Research Journal.

Li Duan, Zhong Yueqi, Wu Ge, Pengpeng Hu (2019). Automatic three-dimensional-scanned garment fitting based on virtual tailoring and geometric sewing. Journal of Engineered Fibers and Fabrics.

Yueqi Zhong, Duan Li, Ge Wu, Pengpeng Hu (2018). Automatic body measurement based on slicing loops. International Journal of Clothing Science and Technology.

Pengpeng Hu, Duan Li, Ge Wu, Taku Komura, Dongliang Zhang, Yueqi Zhong (2018). Personalized 3D mannequin reconstruction based on 3D scanning. International Journal of Clothing Science and Technology.

Pengpeng Hu, Taku Komura, Duan Li, Ge Wu, Yueqi Zhongu (2017). 3D textile reconstruction based on KinectFusion and synthesized texture. International Journal of Clothing Science and Technology.

Ge Wu, Duan Li, Yueqi Zhong, Pengpeng Hu (2017). A study on improving the calibration of body scanner built on multiple RGB-Depth cameras. International Journal of Clothing Science and Technology.

Pengpeng Hu, Taku Komura, Daniel Holden, Yueqi Zhong (2017). Scanning and animating characters dressed in multiple-layer garments. The Visual Computer.

Ge Wu, Duan Li, Pengpeng Hu, Yueqi Zhong, Ning Pan (2017). Foot shape prediction using elliptical Fourier analysis. Textile Research Journal.

Ge Wu, Duan Li, Pengpeng Hu, Yueqi Zhong, Ning Pan (2016). Automatic foot scanning and measurement based on multiple RGB-depth cameras. Textile Research Journal.