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已发表的部分论文
Long Tian,
Zhigang Tu*
, Dejun Zhang, Jun Liu, Baoxin Li, and Junsong Yuan. Unsupervised Learning of Optical Flow With CNN-based Non-Local Filtering. IEEE Transactions on Image Processing (TIP),
2020.
vol.29, pp.8429-8442. (通信作者, IF=9.34,
CCF A类期刊, 中科院1区Top
).
PDF
Yunpeng Chang,
Zhigang Tu*
, Wei xie, Junsong Yuan. Clustering-driven Deep Autoencoder for Video Anomaly Detection. ECCV
2020
(通讯作者, 计算机视觉&人工智能
三大顶会之一
).
PDF
Dejun Zhang, Linchao He,
Zhigang Tu*
, Fei Han, Shifu Zhang, and Boxiong Yang. Learning Motion Representation for Real-Time Spatio-Temporal Action Localization. Pattern Recognition,
2020
(通讯作者,
IF=7.196
中科院1区Top
).
PDF
Yujing Chen,
Zhigang Tu*
, Liuhao Ge, Dejun Zhang, Ruizhi Chen, and Junsong Yuan. SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation with Semi-supervised Learning. ICCV,
2019
(通讯作者, 计算机视觉&人工智能三大顶会之一，
CCF A类会议
).
PDF
Code
Project
Slide
Zhigang Tu
, Hongyan Li*, Dejun Zhang, Justin Dauwels, Baoxin Li, and Junsong Yuan. Action-Stage Emphasized Spatio-Temporal VLAD for Video Action Recognition. IEEE Transactions on Image Processing (TIP), 28(6): 2799–2812,
2019
. (
IF=9.34
,
CCF A类期刊, 中科院1区TOP
).
PDF
Yunpeng Chang,
Zhigang Tu*
,Bin Luo, and Qianqing Qin. Learning Spatiotemporal Representation Based on 3D Autoencoder for Anomaly Detection. Asian Conference on Pattern Recognition (ACPR) Workshop on MAGR, 2019.
(Best Paper Award)
PDF
Zhigang Tu
*, Wei Xie*, Dejun Zhang, Ronald Poppe, Remco C. Veltkamp, Baoxin Li, and Junsong Yuan.
A survey of variational and CNN-based optical flow techniques.
Signal Processing: Image Communication, vol.72, pp.9–24, March
2019
. (
综述，热点论文
，
IF=2.814
).
PDF
Zhigang Tu*
, Wei Xie, Justin Dauwels, Baoxin Li, and Junsong Yuan. Semantic Cues Enhanced Multi-modality Multi-Stream CNN for Action Recognition. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 29(5): 1423–1437,
2019
. (
IF=4.133
,
中科院2区
）
PDF
Zhigang Tu
, Wei Xie, Qianqing Qin, Remco C. Veltkamp, Baoxin Li, and Junsong Yuan. Multi-Stream CNN: Learning Representations Based on Human-Related Regions for Action Recognition. Pattern Recognition(PR), vol.79, pp.32–43,
2018
. (
IF=7.196
,
中科院1区TOP
).
PDF
Shizheng Wang, Wenjuan Liao,
Zhigang Tu
, Yuanjin Zheng, and Junsong Yuan. Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display. In Proc. Comput. Vis. Pattern Recogn. (CVPR),
2018
. (
CCF A类会议
).
PDF
Zhigang Tu
, Zuwei Guo, Wei Xie, Mengjia Yan, Remco. C. Veltkamp, Baoxin Li, and Junsong Yuan. Fusing disparate object signatures for salient object detection in video. Pattern Recognition(PR), vol.72, pp.285–299,
2017
.(
IF=7.196
,
中科院1区TOP
)
PDF
Zhigang Tu
, Wei Xie, C. Gemeren, and Remco C. Veltkamp. Variational Method for Joint Optical Flow Estimation and Edge-aware Image Restoration. Pattern Recognition(PR), vol.65, pp.11–25,
2017
.(
IF=7.196
,
中科院1区TOP
)
PDF
Zhigang Tu
, Ronald Poppe, and Remco C. Veltkamp. Weighted Local Intensity Fusion Method for Variational Optical Flow Estimation. Pattern Recognition(PR), vol.50, pp.223–232,
2016
.(
IF=7.196
,
中科院1区TOP
)
PDF
Zhigang Tu
, Nico. Aa, C. Gemeren, and Remco C. Veltkamp. A combined post-filtering method to improve accuracy of variational optical flow estimation. Pattern Recognition(PR), vol.47, no.5, pp.1926–1940,
2014
. (
IF=7.196
,
中科院1区TOP
)
PDF
Zhigang Tu
, Ronald Poppe, and Remco C. Veltkamp. Adaptive Guided Image Filter for Warping in Variational Optical Flow. Signal Processing, vol.127, pp.253–265,
2016
.(
IF=4.086
,
中科院1区TOP
)
PDF
Zhigang Tu
, Yikang Li, Jun Cao, and Baoxin Li. MSR-CNN: Applying Motion Salient Region Based Descriptors for Action Recognition. In Proc. Int. Conf. Pattern Recogn. (ICPR), pp. 3524–3529,
2016
. (
CCF C类会议
).
).
PDF
Zhigang Tu
, Coert Van Gemeren, and Remco C. Veltkamp. Improved color patch similarity measure based weighted median filter. In Proc. Asian Conf. Comput. Vis. (ACCV), vol.9007, pp.413–427,
2015
. (
CCF C类会议
).
PDF
Zhigang Tu
, Ronald Poppe, and Remco C. Veltkamp. Estimating Accurate Optical Flow in the Presence of Motion Blur. Journal of Electronic Imaging, vol.24, no.5, 053018,
2015
.
PDF
Zhigang Tu
, Wei Xie, Wolfgang Hürst, and Qianqing Qin. Weighted root mean square approach to select the optimal smoothness parameter of the variational optical flow algorithms. Optical Engineering, vol.51, no.3, 037202,
2012
.
PDF
Kang Dang, Chunluan Zhou,
Zhigang Tu
, Justin Dauwels, and Junsong Yuan. Actor-Action Semantic Segmentation with Region Masks. In Proc. The British Machine Vis. Conf. (BMVC),
2018
.(
CCF C类会议
).
PDF
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