Xiao Jia

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Ct Colonography

Capsule Endoscopy

Classifier Fusion

Top Venues

IEEE Trans Autom. Sci. Eng.

Publications

Xiao Jia, Yutian Shen, Jianhong Yang, Ran Song, Wei Zhang, Max Q.-H. Meng, Joseph C. Liao, Lei Xing
PolypMixNet: Enhancing semi-supervised polyp segmentation with polyp-aware augmentation. Comput. Biol. Medicine 170 (2024)
Jiankun Wang, Xiao Jia, Tianyi Zhang, Nachuan Ma, Max Q.-H. Meng
Deep Neural Network Enhanced Sampling-Based Path Planning in 3D Space. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Okyaz Eminaga, T. Jessie Ge, Eugene Shkolyar, Mark A. Laurie, Timothy J. Lee, Lukas Hockman, Xiao Jia, Lei Xing, Joseph C. Liao
An Efficient Framework for Video Documentation of Bladder Lesions for Cystoscopy: A Proof-of-Concept Study. J. Medical Syst. 46 (11) (2022)
Yutian Shen, Ye Lu, Xiao Jia, Fan Bai, Max Q.-H. Meng
Task-Relevant Feature Replenishment for Cross-Centre Polyp Segmentation. MICCAI (4) (2022)
Yutian Shen, Xiao Jia, Jin Pan, Max Q.-H. Meng
APRNet: Alternative Prediction Refinement Network for Polyp Segmentation. EMBC (2021)
Yutian Shen, Xiao Jia, Max Q.-H. Meng
HRENet: A Hard Region Enhancement Network for Polyp Segmentation. MICCAI (1) (2021)
Xiao Jia, Xiaochun Mai, Xiaohan Xing, Yutian Shen, Jiankun Wang, Max Q.-H. Meng
Multibranch Learning for Angiodysplasia Segmentation with Attention-Guided Networks and Domain Adaptation. ICRA (2021)
Xiaochun Mai, Hong Zhang, Xiao Jia, Max Q.-H. Meng
Faster R-CNN With Classifier Fusion for Automatic Detection of Small Fruits. IEEE Trans Autom. Sci. Eng. 17 (3) (2020)
Xiao Jia, Xiaochun Mai, Yi Cui, Yixuan Yuan, Xiaohan Xing, Hyunseok Seo, Lei Xing, Max Q.-H. Meng
Automatic Polyp Recognition in Colonoscopy Images Using Deep Learning and Two-Stage Pyramidal Feature Prediction. IEEE Trans Autom. Sci. Eng. 17 (3) (2020)
Xiao Jia, Xiaohan Xing, Yixuan Yuan, Lei Xing, Max Q.-H. Meng
Wireless Capsule Endoscopy: A New Tool for Cancer Screening in the Colon With Deep-Learning-Based Polyp Recognition. Proc. IEEE 108 (1) (2020)
Xiaochun Mai, Xiao Jia, Xiaoling Deng, Max Q.-H. Meng
A Density Map Estimation Model with DropBlock Regularization for Clustered-Fruit Counting. IROS (2019)
Xiaohan Xing, Yixuan Yuan, Xiao Jia, Max Q.-H. Meng
A Saliency-Aware Hybrid Dense Network for Bleeding Detection in Wireless Capsule Endoscopy Images. ISBI (2019)
Xiaohan Xing, Xiao Jia, Max Q.-H. Meng
Bleeding Detection in Wireless Capsule Endoscopy Image Video Using Superpixel-Color Histogram and a Subspace KNN Classifier. EMBC (2018)
Xiao Jia, Max Q.-H. Meng
A study on automated segmentation of blood regions in Wireless Capsule Endoscopy images using fully convolutional networks. ISBI (2017)
Xiao Jia, Max Q.-H. Meng
Gastrointestinal bleeding detection in wireless capsule endoscopy images using handcrafted and CNN features. EMBC (2017)
Xiao Jia, Max Q.-H. Meng
A deep convolutional neural network for bleeding detection in Wireless Capsule Endoscopy images. EMBC (2016)
Xiao Jia, Lipeng Cai, Jing Liu, Wenxuan Dai, Max Q.-H. Meng
GI bleeding detection in wireless capsule endoscopy images based on pattern recognition and a MapReduce framework. RCAR (2016)
Xiao Jia, Max Q.-H. Meng
A survey and analysis of task allocation algorithms in multi-robot systems. ROBIO (2013)