Publications
Journal
Deep correlated holistic metric learning for sketch-based 3D shape retrieval         
Guoxian Dai, Jin Xie and Yi Fang
IEEE Trans. on Image Processing, 7(27), 3374-3386, 2018.
Deep multi-metric learning for shape-based 3D model retrieval         
Jin Xie, Guoxian Dai and Yi Fang
IEEE Trans. on Multimedia, 19(11), 2463-2474, 2017, pdf.
Deepshape:deep-learned shape descriptor for 3D shape retrieval         
Jin Xie, Guoxian Dai, Fan Zhu, Edward K.Wong and Yi Fang
IEEE Trans. on Pattern Analysis and Machine Intelligence, 39(7), 1335-1345, 2017, pdf.
Progressive shape-distribution-encoder for learning 3D representation         
Jin Xie, Fan Zhu, Guoxian Dai, Ling Shao and Yi Fang
IEEE Trans. on Image Processing, 26(3), 1231-1242, 2017, pdf.
Deep non-linear metric learning for 3D shape retrieval         
Jin Xie, Guoxian Dai, Fan Zhu, Ling Shao and Yi Fang
IEEE Trans. on Cybernetics, 48(1), 412-422, 2018, pdf.
Dynamic texture recognition with video set based collaborative representation
Jin Xie and Yi Fang
Image and Vision Computing, 55(2), 86-92, 2017, pdf.
Effective texture classification by texton encoding induced statistical features
Jin Xie, Lei Zhang, Jane You and Simon Shiu
Pattern Recognition, 48(2), 447-457, 2015, pdf.
An effective method for detecting double JPEG compression with the same quantization matrix
Jianquan Yang*, Jin Xie*, Guopu Zhu, Sam Kwong and Yunqing Shi (*: Equal contribution)
IEEE Trans. Information Forensics and Security, 9(11), 1933-1942, 2014, pdf_link.
A study of hand back skin texture pattern for person identification and gender classification
Jin Xie, Lei Zhang, Jane You, David Zhang and Xiaofeng Qu
Sensors, 2012, pdf.
Conference
Siamese CNN-BiLSTM architecture for 3D shape representation learning
Guoxian Dai, Jin Xie and Yi Fang
International Joint Conference on Artificial Intelligence 2018.
Learning adversarial 3D model generation with 2D image enhancer
Jing Zhu, Jin Xie and Yi Fang
AAAI Conference on Artificial Intelligence 2018.
Metric-based generative adversarial network
Guoxian Dai, Jin Xie and Yi Fang
ACM Conference on Multimedia 2017, pdf_link.
Learning Barycentric representations of 3D shapes for sketch-based 3D shape retrieval
Jin Xie, Guoxian Dai, Fan Zhu and Yi Fang
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, pdf.
Deep correlation learning for sketch based 3D shape retrieval
Guoxian Dai, Jin Xie, Fan Zhu and Yi Fang
AAAI Conference on Artificial Intelligence, AAAI 2017, pdf_link.
Learned binary spectral shape descriptor for 3D shape correspondence
Jin Xie, Meng Wang and Yi Fang
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, pdf.
Heat diffusion long-short term memory learning for 3D shape analysis
Fan Zhu, Jin Xie and Yi Fang
European Conference on Computer Vision, ECCV 2016, pdf.
Learning cross-domain neural networks for sketch-based 3D shape retrieval
Fan Zhu, Jin Xie and Yi Fang
AAAI Conference on Artificial Intelligence, AAAI 2016, pdf_link.
Deepshape:deep learned shape descriptor for 3D shape matching and retrieval
Jin Xie, Yi Fang, Fan Zhu and Edward K.Wong
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, pdf.
Progressive shape-distribution-encoder for 3D shape retrieval
Jin Xie, Fan Zhu and Yi Fang
ACM Conference on Multimedia 2015, pdf_link.
3D deep shape descriptor
Yi Fang, Jin Xie*, Guoxian Dai, Meng Wang, Fan Zhu, Tiantian Xu and Edward K.Wong
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015.
Texture classification via patch-based sparse texton learning
Jin Xie, Lei Zhang, Jane You and David Zhang
International Conference on Image Processing, ICIP2010, pdf.