Dandan Zhu,Ye Luo, Xuan Shao, Laurent Itti, Jianwei Lu*. Saliency Prediction Based on New Deep Multi-layer Convolution Neural Network. IEEE International Conference on Image Processing (ICIP), 2017.(EI, CCF-C) Dandan Zhu, Ye Luo*, Lei Dai, Xuan Shao, Laurent Itti, Jianwei Lu. Deep Salient Object Detection via Hierarchical Network Learning. International Conference on Neural Information Processing (ICONIP), 2017. (EI, CCF-C) Dandan Zhu, Ye Luo*, Lei Dai, Xuan Shao, Qiangqiang Zhou, Laurent Itti, Jianwei Lu*. Image Salient Object Detection with Refined Deep Features via Convolution Neural Network. Journal of Electronic Imaging (JEI), accept with minor revision, 2017. (SCI) Liechuan, Ou, Zheng Chen, Jianwei Lu, Ye Luo*. Regularizing CNN via Feature Augmentation. In: International Conference on Neural Information Processing (ICONIP), 2017. (EI, CCF-C) Xuan Shao, Ye Luo*, Dandan Zhu, Shuqin Li, Laurent Itti, Jianwei Lu. Scanpath Prediction Based on High-level Features and Memory Bias. International Conference on Neural Information Processing (ICONIP), 2017. (EI, CCF-C) Xiao Liu, Ye Luo, Yu Ye, and Jianwei Lu*. MC-DCNN: Dilated Convolutional Neural Network for Computing Stereo Matching Cost. International Conference on Neural Information Processing (ICONIP), 2017. (EI, CCF-C) Yixuan Xu, Ye Luo, Yuan Li, Guokai Zhang, Jianwei Lu*. A Hybrid Model: DGnet-SVM for the Classification of Pulmonary Nodules. International Conference on Neural Information Processing (ICONIP), 2017. (EI, CCF-C) Yan Yan，Shangzhao Qiu，Z. Jin，S. Gong，Yun Bai ，Jianwei Lu ，Tina (*)wei Yu ，Detecting subnetwork-level dynamic correlations，Bioinformatics，2017.01.15，33(2):256~266
Liu, Haodong, Li, Peng, Zhu, Mengyao, Wang, Xiaofei, Lu, Jianwei, (*) Yu, Tianwei, Nonlinear Network Reconstruction from Gene Expression Data Using Marginal Dependencies Measured by DCOL, Plos One, 2016.7.5, 11(7) Ge, Xiaoxiao, Liu, Xinyang, Lin, Fengjuan, Li, Peng, Liu, Kaiyi, Geng, Ruixuan, Dai, Congqi, Lin, Ying, Tang, Wenbo, Wu, Zheng, Chang, (*) (*) Jinjia, Lu, Jianwei, Li, Jin, MicroRNA-421 regulated by HIF-1 alpha promotes metastasis, inhibits apoptosis, and induces cisplatin resistance by targeting E-cadherin and caspase-3 in gastric cancer, Oncotarget, 2016.4.26, 7(17):24466~24482 Yang, X, Ding, H, Lu, J, Feedback from visual cortical area 7 to areas 17 and 18 in cats: How neural web is woven during feedback., Neuroscience, 2016.1.15, 312:190~200
S. Filipe, L. Itti, L. A. Alexandre, BIK-BUS: Biologically Motivated 3D Keypoint Based on Bottom-Up Saliency, IEEE Transactions on Image Processing, Vol. 24, No. 1, pp. 163-175, Jan 2015. [2013 impact factor: 3.111] D. Parks, A. Borji, L. Itti, Augmented saliency model using automatic 3D head pose detection and learned gaze following in natural scenes, Vision Research, pp. 1-12, 2015. [2013 impact factor: 2.381] Wang J.*, Ma MCJ.*, Mennie AK.*, Pettus JM., Xu Y., Lin L., Traxler MG., Jakoubek J., Atanur SS., Aitman TJ., Xing Y.+, Kwitek AE.+ (2015) Systems biology with high-throughput sequencing reveals genetic mechanisms underlying the Metabolic Syndrome in the Lyon Hypertensive Rat, Circulation: Cardiovascular Genetics, In Press. [journal]
B. J. White, D. J. Berg, L. Itti, D. P. Munoz, Visual coding in the superior colliculus during free viewing of natural dynamic stimuli, In: Society for Neuroscience Annual Meeting (SfN13), Nov 2014. D. Parks, L. Itti, Integrating Human Context And Occlusion Reasoning To Improve Handheld Object Tracking, In: Proc. IEEE International Conference on Image Processing (ICIP), Paris, France, pp. 1-5, Oct 2014. A. Borji, D. Parks, L. Itti, Complementary effects of gaze direction and early saliency in guiding fixations during free viewing, Journal of Vision, Vol. 14, No. 13, pp. 1-32, Nov 2014.[2013 impact factor: 2.727] Lu ZX.*, Huang Q.*, Park JW.*, Shen S., Lin L., Tokheim C., Henry MD.+, Xing Y.+ (2014) Transcriptome-wide Landscape of Pre-mRNA Alternative Splicing Associated with Metastatic Colonization, Molecular Cancer Research, 13(2):305-18. [journal] [highlight by MCR] (+ joint corresponding authors; * joint first authors).Lin Zhang, Zhongyi Gu, Hongyu Li, and Jianwei Lu, "Training quality-aware filters for no-reference image quality assessnent", IEEE Multimedia Magazine, vol.22, no.4, pp.67-75, 2014. (SCI) Lin Zhang, Ying Shen, and Hongyu Li, "VSI: A visual saliency induced index for perceptual image quality assessment", IEEE Trans. Image Processing, vol. 23, no. 10, pp. 4270-4281, 2014. (SCI) Lin Zhang, Zhixuan Ding, Hongyu Li, Ying Shen, and Jianwei Lu "3D face recognition based on multiple keypoint descriptors and sparse representation", PLoS One, vol. 9, no. 6, pp. e100120:1-9, 2014. (SCI) A. Borji, D. N. Sihite, L. Itti, What/Where to Look Next? Modeling Top-down Visual Attention in Complex Interactive Environments, IEEE Transactions on Systems, Man, and Cybernetics, Part A - Systems and Humans, Vol. 44, No. 5, pp. 523-538, May 2014. [2013 Impact Factor: 2.183] (Cited by 12) Lin Zhang, Zhixuan Ding, Hongyu Li, Ying Shen, and Jianwei Lu, 3D face recognition based on multiple keypoint descriptors and sparse representation, PLoS One, vol. 9, no. 6, pp. e100120:1-9, 2014 Wang J.*, Lu ZX.*, Tokheim C., Miller SE., Xing Y. (2014) Species-specific exon loss in human transcriptomes, Molecular Biology and Evolution, In Press. [journal] (* joint first authors).
B. J. White, R. A. Marino, S. E. Boehnke, L. Itti*, J. Theeuwes, D. P. Munoz, Competitive Integration of Visual and Goal-related Signals on Neuronal Accumulation Rate: A Correlate of Oculomotor Capture in the Superior Colliculus, Journal of Cognitive Neuroscience, Vol. 25, No. 10, pp. 1754-1768, Oct 2013. [2013 acceptance rate: 25%] (Cited by 2) A. Borji, Hamed R. Tavakoli, D. N. Sihite, L. Itti, Analysis of scores, datasets, and models in visual saliency prediction, In: Proc. International Conference on Computer Vision (ICCV), Sydney, Australia, Dec 2013. [2013 acceptance rate (oral presentation): 2.52%] (Cited by 5) Borji, D. N. Sihite, L. Itti*, What stands out in a scene? A study of human explicit saliency judgment, Vision Research, Vol. 91, pp. 62-77, Aug 2013.[2011 impact factor: 2.13] (Cited by 14) J. Windau, L. Itti, Situation awareness via sensor-equipped eyeglasses, In: Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 5674-5679, Nov 2013[2013 acceptance rate: 43%] (Cited by 1) Yao C., Choi EA., Weng L., Xie X., Wan J., Xing Y., Moresco JJ., Tu PG., Yates JR 3rd., Shi Y. (2013) Overlapping and distinct functions of CstF64 and CstF64τ in mammalian mRNA 3' processing. RNA, 19:1781-1790. Heinicke LA., Nabet B., Shen S., Jiang P., van Zalen S., Cieply B., Russell JE., Xing Y., Carstens RP. (2013) The RNA Binding Protein RBM38 (RNPC1) Regulates Splicing during Late Erythroid Differentiation. PLoS ONE, 8(10): e78031. Guangwei Gao, Lei Zhang, Jian Yang, Lin Zhang, and David Zhang, “Reconstruction based Finger-Knuckle-Print verification with score level adaptive binary fusion”, IEEE Trans. Image Processing, vol. 22, no. 12, pp. 5050-5062, 2013. Ying Shen, Hausan Wong, Shaohong Zhang, and Lin Zhang, “RNA structural motif recognition based on least-squares distance”, RNA, vol. 19, no. 9, pp. 1183-1191, 2013
S. Richards, Eyes: a Window to the Diagnosis, The Scientist, Oct 2012 J. Wood, Eye Movements Can Help Diagnose ADHD, Parkinson's, PsychCentral.com, Oct 2012 A. F. Pele, Eye movements help diagnose neurological disorders, EE Times, Sep 2012 F. Baluch, L. Itti, A portable system for recording neural activity in indoor and outdoor environments, In: Proc. 34th Annual International Conference IEEE EMBS, San Diego, CA, pp. 1-4, Aug 2012. A. Borji, D. N. Sihite, L. Itti, Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study, IEEE Transactions on Image Processing, pp. 1-16 (in press), 2012 Lin Zhang and Hongyu Li, "Encoding local image patterns using Riesz transforms: With applications to palmprint and finger-knuckle-print recognition", Image and Vision Computing, vol. 30, no. 12, pp. 1043-1051, 2012 Lin Zhang and Hongyu Li, "Fragile bits in palmprint recognition", IEEE Signal Processing Letters, vol. 19, no. 10, pp. 663-666, 2012 Lin Zhang, Lei Zhang, David Zhang, and Zhenhua Guo, "Phase congruency induced local features for finger-knuckle-print recognition", Pattern Recognition, vol. 45, no. 7, pp. 2522-2531, 2012
J. Windau, L. Itti, Multilayer real-time video image stabilization, In: Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 2397-2402, Sep 2011 S. E. Boehnke, D. J. Berg, R. A. Marino, P. F. Baldi, L. Itti, D. P. Munoz, Visual adaptation and novelty responses in the superior colliculus, European Journal of Neuroscience, Vol. 34, No. 5, pp. 766-779, Sep 2011 A. Borji, D. N. Sihite, L. Itti, Quantifying the relative influence of photographer bias and viewing strategy on scene viewing, In: Proc. Vision Science Society Annual Meeting (VSS11), May 2011 Z. Li, L. Itti, Saliency and Gist Features for Target Detection in Satellite Images, IEEE Transactions on Image Processing, Vol. 20, No. 7, pp. 2017-2029, 2011