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Lu Shijian Associate
Professor (tenured) School of Computer Science and
Engineering Nanyang Technological University, Singapore,
628798 Email: Shijian.Lu@ntu.edu.sg Phone: (65) 6790 4928 Office: N4-02C-108 |
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Selected
Publications: (the full publication
list at Google
Scholar or Researchgate) Conference Papers: o
Jiaxing Huang, Dayan Guan, Aoran Xiao,
Shijian Lu, Cross-view regularization for domain adaptive panoptic
segmentation, CVPR, 2021. o
Jiaxing Huang, Dayan Guan, Aoran Xiao,
Shijian Lu, FSDR: Frequency Space Domain Randomization for Domain
Generalization, CVPR, 2021. o
Fangneng Zhan, Yingchen Yu, Kaiwen Cui,
Gongjie Zhang, Shijian Lu, Jianxiong Pan, Changgong Zhang, Feiying Ma,
Xuansong Xie, Chunyan Miao, Unbalanced Feature Transport for Exemplar-based
Image Translation, CVPR, 2021. o
Fangneng Zhan, Changgong Zhang, Yingchen Yu,
Yuan Chang, Shijian Lu, Feiying Ma, Xuansong Xie, EMLight: Lighting
Estimation via Spherical Distribution Approximation, AAAI, 2021. o
Mengxi Jia, Yunpeng, Zhai, Shijian Lu, et al,
Matching on Sets: Conquer Occluded Person Re-identification Without
Alignment, AAAI, 2021. o
Xiaobing Zhang, Shijian Lu, Haigang Gong,
Zhipeng Luo, Ming Liu, AMLN: adversarial-based mutual learning network for
online knowledge distillation, ECCV, 2020. o
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa
Er, Alex C Kot, Collaborative learning of gesture recognition and 3D hand
pose estimation with multi-order feature analysis, ECCV, 2020. o
Rongliang Wu, Shijian Lu, LEED: Label-Free
Expression Editing via Disentanglement, ECCV, 2020. o
Jiaxing Huang, Shijian Lu, Dayan Guan,
Xiaobing Zhang, Contextual-relation consistent domain adaptation for semantic
segmentation, ECCV, 2020. o
Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi
Jia, Rongrong Ji, Yonghong Tian, Multiple expert brainstorming for domain
adaptive person re-identification, ECCV, 2020. o
Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei
Ma, Jian Zhang, A Similarity Inference Metric for RGB-Infrared Cross-Modality
Person Re-identification, IJCAI, 2020. o
Rongliang Wu, Gongjie Zhang, Shijian Lu, Tao
Chen, Cascade EF-GAN: Progressive Facial Expression Editing with Local
Focuses, CVPR, 2020 o
Yunpeng Zhai, Shijian Lu, Qixiang Ye, Jie
Chen, Yonghong Tian, AD-Cluster: Augmented Discriminative Clustering for
Domain Adaptive Person Re-identification, CVPR, 2020 o
Kai Wang, Xiaojiang Peng, Jianfei Yang,
Shijian Lu, Yu Qiao, Suppressing Uncertainties for Large-Scale Facial
Expression Recognition, CVPR, 2020 o
Fangneng Zhan, Chuhui Xue, Shijian Lu, GA-DAN:
Geometry-Aware Domain Adaptation Network for Scene Text Detection and
Recognition, International Conference on Computer Vision (ICCV), 2019 o
Xue Chuhui, Shijian Lu, Weizhang, MSR:
Multi-Scale Shape Regression for Scene Text Detection, International Joint
Conference on Artificial Intelligence (IJCAI), 2019 o
Yuechen Wu , Zhenhuan Rao , Wei Zhang ,
Shijian Lu , Weizhi Lu and Zheng-Jun Zha, Exploring the Task Cooperation in
Multi-goal Visual Navigation, International Joint Conference on Artificial
Intelligence (IJCAI), 2019 o
Fangneng Zhan, Hongyuan Zhu, Shijian Lu, Spatial
Fusion GAN for Image Synthesis, IEEE International
Conference on Computer Vison and Pattern
Recognition (CVPR), 2019 o
Zhengguang Liu, Shuang Wu, Shuyuan Jin, Qi
Liu, Shijian Lu, Roger Zimmermann, Li Cheng, Towards Natural and Accurate
Future Motion Prediction of Humans and Animals, IEEE International Conference on Computer
Vison and Pattern Recognition (CVPR), 2019 o
Fangneng Zhan, Shijian Lu, ESIR: End-to-end Scene Text
Recognition via Iterative Image Rectification, IEEE International Conference on Computer
Vison and Pattern Recognition (CVPR), 2019 o
Chuhui Xue, Shijian Lu, Fangneng Zhan, Accurate
Scene Text Detection through Border Semantics Awareness and Bootstrapping, European Conference on Computer Vision
(ECCV), 2018 o
Fangneng Zhan, Shijian Lu, Chuhui Xue, Verisimilar
Image Synthesis for Accurate Detection and Recognition of Texts in Scenes, European Conference on Computer Vision
(ECCV), 2018 o
Hongyuan Zhu, Romain Vial, Shijian Lu,
Tornado: A spatio-temporal convolutional regression network for video action
proposal, International Conference on
Computer Vision (ICCV), 2017 o
Shangxuan Tian, Shijian Lu, Chongshou Li,
WeText: Scene Text Detection under Weak Supervision, International Conference on Computer Vision (ICCV), 2017 o
Baoguang Shi, Cong Yao, Minghui Liao, Mingkun
Yang, Pei Xu, Linyan Cui, Serge Belongie, Shijian Lu, Xiang Bai, ICDAR2017
Competition on Reading Chinese Text in the Wild (RCTW-17), International Conference on Document
Analysis and Recognition (ICDAR), 2017 o
Artsiom Ablavatski, Shijian Lu, Jianfei Cai,
Enriched deep recurrent visual attention model for multiple object
recognition, IEEE Winter Conference on
Applications of Computer Vision (WACV), 2017 o
Dinh Nguyen, Shijian Lu,
Nizar Ouarti, Mounir Mokhtari, Text-Edge-Box: An Object Proposal Approach for
Scene Texts Localization, IEEE Winter
Conference on Applications of Computer Vision (WACV), 2017 o
Hongyuan Zhu, Jean-Baptiste Weibel, Shijian Lu,
Discriminative Multi-Modal Feature Fusion for RGBD Indoor Scene Recognition, International
Conference on Computer Vison and Pattern Recognition (CVPR), pp. 2969-2976, 2016 o
Shangxuan Tian, Yifeng Pan, Chang Huang,
Shijian Lu, Kai Yu, Chew Lim Tan, Text Flow: A Unified Text Detection System
in Natural Scene Images,
International Conference on Computer
Vision (ICCV), pp. 4651-4659, 2015 o
Dimosthenis Karatzas, Lluis
Gomez-Bigorda, Anguelos Nicolaou, Suman Ghosh, Andrew Bagdanov, Masakazu
Iwamura, Jiri Matas, Lukas Neumann, Vijay Ramaseshan Chandrasekhar, Shijian
Lu, Faisal Shafait, Seiichi
Uchida, Ernest Valveny, ICDAR 2015 Competition on Robust Reading, International
Conference on Document Analysis and Recognition, 2015 o
Ali Taalimi, Shahab Ensafi+,
Hairong Qi, Shijian Lu, Ashraf A Kassim, Chew Lim Tan, Multimodal Dictionary
Learning and Joint Sparse Representation for HEp-2 Cell Classification, International
Conference On Medical Image Computing & Computer Assisted Intervention (MICCAI), pp.
308-315, 2015 o
Bolan Su, Shijian Lu,
Accurate scene text recognition based on
recurrent neural network, Asian
Conference on Computer Vision (ACCV),
pp. 35-48, 2014 o
Shijian
Lu, Joo Hwee Lim, Saliency modeling from image
histograms, European Conference
on Computer Vision (ECCV), pp. 321-332,
2012 o
Bolan Su, Shijian Lu, Chew Lim Tan, Blurred
image region detection and classification, ACM Multimedia, 2011 Journal Papers: o Aoran
Xiao, Xiaofei Yang, Shijian Lu, Dayan Guan, Jiaxing Huang, FPS-Net: A
Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation,
ISPRS Journal of Photogrammetry and Remote Sensing, vol. 176, 2021. o Chong
Zhang, Zongxian Li, Jingjing Liu, Peixi Peng, Qixiang Ye, Shijian Lu, Tiejun
Huang, Yonghong Tian, Self-Guided Adaptation: Progressive Representation
Alignment for Domain Adaptive Object Detection, IEEE Transactions on
Multimedia, 2021. o Zhenhuan
Rao, Yuechen Wu, Zifei Yang, Wei Zhang, Shijian Lu, Weizhi Lu, ZhengJun Zha,
Visual Navigation With Multiple Goals Based on Deep Reinforcement Learning,
IEEE Transactions on Neural Networks and Learning Systems, 2021. o Chun-Mei
Feng, Kai Wang, Shijian Lu, Yong Xu, Xuelong Li, Brain MRI Super-Resolution
using Coupled-Projection Residual Network, Neurocomputing, 2021. o Fan Yang,
Ke Yan, Shijian Lu, Huizhu Jia, Don Xie, Zongqiao Yu, Part-aware Progressive
Unsupervised Domain Adaptation for Person Re-Identification, IEEE Transaction
on Multimedia, 2020. o Dayan
Guan, Jiaxing Huang, Shijian Lu, Aoran Xiao, Scale Variance Minimization for
Unsupervised Domain Adaptation in Image Segmentation, Pattern Recognition,
2020. o Qinghua
Ren, Shijian Lu, Jinxia Zhang, Renjie Hu, Salient Object Detection by Fusing
Local and Global Contexts, IEEE Transactions on Multimedia, 2020. o Xiaofei
Yang, Xiaofeng Zhang, Yunming Ye, Raymond YK Lau, Shijian Lu, Xutao Li,
Xiaohui Huang, Synergistic 2D/3D Convolutional Neural Network for
Hyperspectral Image Classification, Remote Sensing, 2020. o Hongyuan
Zhu, Yi Cheng, Xi Peng, Joey Tianyi Zhou, Zhao Kang, Shijian Lu, Zhiwen Fang,
Liyuan Li, Joo-Hwee Lim, Single-Image Dehazing via Compositional Adversarial
Network, IEEE Transactions on Cybernetics, 2019. o Gongjie
Zhang, Shijian Lu, Wei Zhang, CAD-Net: A Context-Aware Detection Network for
Objects in Remote Sensing Imagery, IEEE Transactions on Geoscience and Remote
Sensing, 2019 o Tao Chen,
Shijian Lu, Jiayuan Fan, SS-HCNN: Semi-Supervised Hierarchical Convolutional
Neural Network for Image Classification, IEEE Transactions on Image
Processing, vol. 28, no. 5, pp. 2389 – 2398, 2019 o Dinh
Nguyen Van, Shijian Lu, Shangxuan Tian, Nizar Ouarti, Mounir Mokhtari, A
pooling based scene text proposal technique for scene text reading in the
wild, Pattern Recognition, vol. 87, pp. 118 – 129, 2019 o Fan Yang,
Ke Yan, Shijian Lu, Huizhu Jia, Xiaodong Xie, Wen Gao, Attention Driven
Person Re-identification, Pattern Recognition, vol. 86,
pp. 143 – 155, 2019 o Hongyuan
Zhu, Romain Vial, Shijian Lu, Xi Peng, Huazhu Fu, Yonghong Tian, Xianbin Cao,
YoTube: Searching Action Proposal via Recurrent and Static Regression
Networks, IEEE Trans. on Image Processing, vol. 27, no. 6, pp.
2609-2622, 2018 o Tao Chen,
Shijian Lu, Jiayuan Fan, S-CNN: Subcategory-aware convolutional networks for
object detection, IEEE transactions on
pattern analysis and machine intelligence, vol. 40, no. 10, pp. 2522 –
2528, 2018 o Tao Chen,
Shijian Lu, Object-level motion detection from moving cameras, IEEE Transactions on Circuits and Systems
for Video Technology, vol. 27, no. 11, pp. 2333-2343, 2017 o Tao Chen,
Shijian Lu, Subcategory-Aware Feature Selection and SVM Optimization for
Automatic Aerial Image-Based Oil Spill Inspection, IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no.
9, pp. 5264-5273, 2017 o Jiayuan
Fan, Tao Chen, Shijian Lu, Superpixel Guided Deep-Sparse-Representation
Learning For Hyperspectral Image Classification, IEEE Transactions on
Circuits and Systems for Video Technology, vol. 28, no. 11, pp. 3163 – 3173,
2018 o Jiayuan
Fan, Tao Chen, Shijian Lu, Unsupervised feature learning for land-use scene
recognition, IEEE Transactions on
Geoscience and Remote Sensing, vol. 55, no. 4, 2017 o Bolan Su,
Shijian Lu, Accurate recognition of words in scenes without character
segmentation using recurrent neural network, Pattern Recognition, vol. 63,
pp. 397-405, 2017 o Shahab Ensafi,
Shijian Lu, Ashraf A Kassim, Chew Lim Tan, Accurate HEp-2 cell classification
based on sparse bag of words coding, Computerized Medical Imaging and
Graphics, vol. 57,
pp. 40-49, 2017 o Shangxuan
Tian, Ujjwal Bhattacharya, Shijian Lu, Bolan Su*, Qingqing Wang, Xiaohua Wei,
Yue Lu, Chew Lim Tan, Multilingual Scene Character Recognition with
Co-occurrence of Histogram of Oriented Gradients, Pattern Recognition, vol. 51, pp. 125-134, 2016 o Shahab Ensafi,
Shijian Lu, Ashraf Kassim, Chew Lim Tan, Accurate HEp-2 cell classification
based on Sparse Coding of Superpixels, Pattern
Recognition Letters, vol. 82, pp. 64-71, 2016 o Tao Chen, Shijian Lu,
Accurate and Efficient Traffic Sign Detection Using Discriminative Adaboost
and Support Vector Regression, IEEE
Transactions on Vehicular Technology, 65
(6), pp. 4006–4015, 2016 o Shangxuan Tian,
Ujjwal Bhattacharya, Shijian Lu, Bolan Su, Qingqing Wang, Xiaohua Wei, Yue
Lu, Chew Lim Tan, Multilingual Scene Character Recognition with Co-occurrence
of Histogram of Oriented Gradients, Pattern
Recognition, vol. 51, pp. 125-134, 2016 o
Zhu Hongyuan, Jiangbo Lu, Jianfei Cai,
Jianmin Zheng, Shijian Lu, Multiple Human Identification and Cosegmentation:
A Human-Oriented CRF Approach with Poselets, IEEE Trans on Multimedia, vol. 18, no. 8, pp. 1516–1530, 2016 o Tao
Chen, Shijian Lu, Robust
Vehicle Detection and Viewpoint Estimation with Soft Discriminative Mixture
Model, IEEE Transactions on Circuits
and Systems for Video Technology, in press o Tao
Chen, Shijian Lu, Jiayuan Fan, Context-Aware Vocabulary Tree for Mobile
Landmark Recognition,
Journal of Visual Communication and
Image Representation, vol. 30, pp. 289–298, 2015 o Shijian
Lu, Tao Chen, Shangxuan Tian, Joo-Hwee Lim, Chew-Lim Tan, Scene text
extraction based on edges and support vector regression, International
Journal on Document Analysis and Recognition, vol. 18, no. 2, pp. 125–135, 2015 o Hongyuan
Zhu, Fanman Meng, Jianfei Cai, Shijian Lu, Beyond Pixels: A Comprehensive
Survey from Bottom-up to Semantic Image Segmentation and Co-segmentation, Journal of Visual Comm. and Image Repre.,
vol. 34, pp. 12-27, 2016 o
Shijian
Lu, Cheston Tan, Joo-Hwee Lim, Robust and Efficient Saliency Modeling from
Image Co-occurrence Histograms, IEEE transactions on pattern analysis and machine
intelligence, vol. 36, no. 1, pp. 195-201, 2014 o Palaiahnakote
Shivakumara*, T Phan, Shijian Lu,
Chew Lim Tan, Gradient Vector Flow and Grouping based Method for
Arbitrarily-Oriented Scene text Detection in Video Images, IEEE Transactions on Circuits and Systems
for Video Technology, 23(10), pp. 1729-1739, 2013 o Palaiahnakote
Shivakumara, RP Sreedhar, TQ Phan, Shijian Lu, Chew Lim Tan, Multioriented video scene text detection through
Bayesian classification and boundary growing, IEEE Transactions on Circuits
and Systems for Video Technology, 22(8),
pp. 1227-1235, 2012 o Shijian Lu, Accurate
and Efficient Optic Disc Detection and Segmentation by A Circular
Transformation, IEEE Transactions on
Medical Imaging, vol. 30, no. 12, pp. 2126-2133, 2011 o
Shijian
Lu, Joo Hwee Lim, Automatic optic disc
detection from retinal images by a line operator, IEEE Transactions on
Biomedical Engineering, vol. 58, no. 1, pp. 88-94, 2011 o
Shijian Lu, Bolan Su, Chew Lim Tan, Document
image binarization using background estimation and stroke edges, International
Journal on Document Analysis and Recognition, vol. 13, no. 4, pp.
303-314, 2010 o
Shijian Lu, Carol Yim-lui Cheung, Jiang Liu, Joo
Hwee Lim, Christopher Kai-shun Leung, and Tien Yin Wong, Automated Layer
Segmentation of Optical Coherence
Tomography Images, IEEE Transactions on
Biomedical Engineering, vol. 57, no. 10, pp. 2605-2608, 2010 o
Shijian
Lu, Cuntai Guan, Haihong Zhang, Unsupervised brain computer interface based
on inter-subject information and online adaptation, IEEE Transactions on Neural Systems & Rehabilitation Engineering,
vol. 17, no. 2, pp. 135-145, 2009 o
Shijian Lu, Linlin Li, Chew Lim Tan, Document
image retrieval through word shape coding, IEEE transactions on pattern analysis and
machine intelligence, vo. 30, no. 11, pp. 1913-1918, 2008 o
Shijian
Lu, Chew Lim Tan, Script and language identification in noisy and degraded
document images, IEEE transactions on pattern analysis and machine
intelligence, vol. 30, no. 1, pp. 14-24, 2008 o
Shijian
Lu, Chew Lim Tan, Retrieval of machine-printed
Latin documents through Word Shape Coding, Pattern Recognition, vol. 41, no. 5, pp. 1799-1809, 2008 o
Shijian Lu, Ben M Chen, Chi Chung Ko, A
partition approach for the restoration of camera images of planar and curled
document, Image and Vision Computing, vol. 24, no.
8, pp. 837-848, 2006 o
Shijian Lu, Ben M Chen, Chi Chung Ko, Perspective
rectification of document images using fuzzy set and morphological operations,
Image
and Vision Computing, vol. 23, no. 5, pp. 541-553, 2005 |
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