教育背景
2013年 中国科学技术大学 工学博士
工作经历
1. 2013.7-2017.10 中国科学院自动化研究所 助理研究员
2. 2017.10-现在 中国科学院自动化研究所 副研究员
专利与奖励
专利
(1) 基于最大信息三元组筛选网络的数据主动标注方法和系统, 2020-8-11, 中国发明专利, 专利号：ZL201711115401.1.
(2) 图像精细化阴影区域分割系统、方法、装置, 2020-4-28, 中国发明专利, 专利号：ZL201910168656.7.
(3) Method and apparatus for recognizing RGB-D objects based on adaptive similarity measure of dense matching item, 2019-12-3, 美国发明专利, 专利号：US 20180268251AI.
(4) 基于反卷积神经网络的场景语义分割方法, 2020-2-7, 中国发明专利, 专利号：ZL201610947960.8.
(5) 一种基于点击式图像分割的无人机航拍图像电子勾绘方法, 2019-5-17, 中国发明专利, 专利号：ZL201610017713.8.
(6) 基于密集匹配子自适应相似性度量的RGB-D物体识别方法和装置, 2019-4-12, 中国发明专利, 专利号：ZL201510831645.4.
(7) 基于成对约束的在线词典再加权对图像进行分类的方法, 2014-4-23, 中国发明专利, 专利号：ZL201110325938.7.
奖励
2011年 获得首届亚洲模式识别最佳学生论文奖
2018年 获得COCO Panoptic Segmentation竞赛亚军
出版信息
学术论文
[1] 3D Object Detection Using Scale Invariant and Feature Reweighting Networks
Xin Zhao, Zhe Liu, Ruolan Hu, Kaiqi Huang. 33rd AAAI Conference on Artificial Intelligence (AAAI): 2019
[2] Visual-semantic Graph Reasoning for Pedestrian Attribute Recognition
Qiaozhe Li, Xin Zhao, Ran He, Kaiqi Huang. 33rd AAAI Conference on Artificial Intelligence (AAAI): 2019
[3] Focal Boundary Guided Salient Object Detection
Yupei Wang, Xin Zhao, Xuecai Hu, Yin Li, Kaiqi Huang. IEEE Transactions on Image Processing (TIP):2019
[4] Deep Crisp Boundaries: From Boundaries to Higher-level Tasks
Yupei Wang, Xin Zhao, Yin Li, Kaiqi Huang. IEEE Transactions on Image Processing (TIP): 2019
[5] Iterative Residual Network For Structured Edge Detection
Yupei Wang, Xin Zhao, Kaiqi Huang. IEEE International Conference on Image Processing (ICIP): 2018
[6] Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion
Yupei Wang, Xin Zhao, Yin Li, Xuecai Hu, Kaiqi Huang. International Joint Conference on Artificial Intelligence (IJCAI): 2018
[7] Densely Connected Single-Shot Detector
Pei Xu, Xin Zhao, Kaiqi Huang. International Conference on Pattern Recognition (ICPR): 2018
[8] Adversarial Learning Based Saliency Detection
Xuecai Hu, Xin Zhao, Kaiqi Huang, Tieniu Tan. Asian Conference on Pattern Recognition (ACPR): 2017
[9] Deep Crisp Boundaries
Yupei Wang, Xin Zhao, Kaiqi Huang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 2017
[10] Locality-Sensitive Deconvolution Networks with Gated Fusion for RGB-D Indoor Semantic Segmentation
Yanhua Cheng, Rui Cai, Zhiwei Li, Xin Zhao, Kaiqi Huang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 2017
[11] LEARNING TEMPORALLY CORRELATED REPRESENTATIONS USING LSTMS FOR VISUAL TRACKING Qiaozhe Li, Xin Zhao, and Kaiqi Huang. IEEE International Conference on Image Processing (ICIP): 2016
[12] Semi-Supervised Multimodal Deep Learning for RGB-D Object Recognition
Yanhua Cheng, Xin Zhao, Rui Cai, Zhiwei Li, Kaiqi Huang, Yong Rui. International Joint Conference on Artificial Intelligence (IJCAI): 2016
[13] Semi-supervised learning and feature evaluation for RGB-D object recognition
Yanhua Cheng, Xin Zhao, Kaiqi Huang, Tieniu Tan. Computer Vision and Image Understanding (CVIU):2015
[14] Query Adaptive Similarity Measure for RGB-D Object Recognition
Yanhua Cheng, Rui Cai, Chi Zhang, Zhiwei Li, Xin Zhao, Kaiqi Huang and Yong Rui. International Conference on Computer Vision (ICCV): 2015 Download
[15] 3D object retrieval with multimodal views
Y. Gao et al.. Proceedings of the 2015 Eurographics Workshop on 3D Object Retrieval: 2015 ,129-136
[16] Convolutional fisher kernels for RGB-D object recognition
Yanhua Cheng, Rui Cai, Xin Zhao, and Kaiqi Huang. International Conference on 3D Vision (3DV): 2015
[17] Semi-supervised Learning for RGB-D Object Recognition
Yanhua Cheng, Xin Zhao, Kaiqi Huang, Tieniu Tan. International Conference on Pattern Recognition (ICPR): 2014 Download
[18] Compact image representation based on variability analysis
Xin Zhao, Kaiqi Huang, and Tieniu Tan. Journal of University of Science and Technology of China (Chinese): 2013
[19] Feature Coding via Vector Difference for Image Classification
Xin Zhao, Yinan Yu, Yongzhen Huang, Kaiqi Huang, Tieniu Tan. IEEE International Conference on Image Processing (ICIP): 2012
[20] Semantic Windows in Sliding Window Based Object Detection
Junge Zhang, Xin Zhao, Yongzhen Huang, Kaiqi Huang, Tieniu Tan. International Conference on Pattern Recognition (ICPR): 2012
[21] Local Hypersphere Coding Based on Edges between Visual Words
Weiqiang Ren, Yongzhen Huang, Xin Zhao, Kaiqi Huang, Tieniu Tan. Asian Conference on Computer Vision (ACCV): 2012
[22] Global and Local Training for Moving Object Classification in Surveillance-Oriented Scene
Xin Zhao, Jianwei Ding, Kaiqi Huang, Tieniu Tan. Asian Conference on Pattern Recognition (ACPR): 2011
[23] Online Codebook Reweighting Using Pairwise Constraints for Image Classification
Xin Zhao, Weiqiang Ren, Kaiqi Huang, Tieniu Tan. Asian Conference on Pattern Recognition (ACPR): 2011
[24] A Comparison Study on Kernel Based Online Learning for Moving Object Classification
Xin Zhao, Kaiqi Huang, Tieniu Tan. Third Chinese Conference on Intelligent Video Surveillance (IVS): 2011
[25] Robust Moving Object Segmentation with Two Stage Optimization
Jianwei Ding, Xin Zhao, Kaiqi Huang, Tieniu Tan. Asian Conference on Pattern Recognition (ACPR): 2011
申请专利
ZL 201110325938.7 基于成对约束的在线词典再加权对图像进行分类的方法
CN 201610947960 基于反卷积神经网络的场景语义分割方法
CN 201510831645 基于密集匹配子自适应相似性度量的RGB-D物体识别方法和装置
CN 201710666537 基于深度融合修正网络的精细边缘检测方法、装置
CN 201711115401 基于最大信息三元组筛选网络的数据主动标注方法和系统
CN 201810144033 基于跨时重叠率的视觉跟踪算法稳定性评估方法及装置
CN 201810209595 基于视频的群体属性识别方法和装置
CN 201810329940 基于稠密连接的深度学习物体检测方法及装置
CN 201810425630 边缘引导的精细化显著性物体分割方法与系统、设备
指导学生
程衍华 硕博
王裕沛 博士
李乔哲 博士
黄梁华 博士
高乃钰 硕博
武 琪 硕士