Nana Zhang

Nana Zhang


Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 January 2018 in Procedia Computer Science
Verified
Journal Article
Open access
NZNana Zhang
Nana Zhang
ZJZhang Jin
Zhang Jin
Aiming at the problem that the target can not be re-locked after the target face is lost due to the interference, an optimized tracking algorithm is proposed to track the human face in the video for a long time. Based on KCF (Kernel Correlation Filter) and Camshift (Continuously Adaptive Mean-Shift) algorithm, the "voting" module is ad the foreground area, Camshift tracking algorithm and KCF tracking algorithm, the algorithm of tracking failure is determineded. By comparingd. Re-lock automatically. The experimental results show that the proposed algorithm can achieve stable tracking of the target, and automatically re-lock and continue to track the target with the track, to achieve the purpose of tracking the target for a long time.

1 February 2021 in Journal of Physics: Conference Series
Verified
Conference Paper
Open access
PDF file
NZNana Zhang
Nana Zhang
YXYinan Xing
Yinan Xing
Using text question and answer technology to improve the efficiency of judicial personnel in the process of case handling can greatly reduce labour costs. This paper proposes a hybrid neural network model that combines pre-training model BERT and Bi-GRU. The model first uses the pre-training model to learn powerful semantic capabilities, then combines Bi-GRU to learn the semantic information between the text and the question, finally gets the answer corresponding to the legal text. The experimental results on the CJRC data set show that compared with the basic baseline model, the algorithm in this paper can effectively improve the accuracy and F1 value.

14 June 2015 in Multimedia Tools and Applications
Verified
Journal Article
Closed access
PDF file
MJMao Jia-Fa
Mao Jia-Fa
XNXinXin Niu
XinXin Niu
GXGang Xiao
Gang Xiao
SWSheng Wei-Guo
Sheng Wei-Guo
NZNana Zhang
Nana Zhang

23 October 2025 in Journal of Environmental Management
Verified
Journal Article
Closed access
MJMeichen Jiang
Meichen Jiang
XWXin Wang
Xin Wang
PLPengcheng Liu
Pengcheng Liu
NZNana Zhang
Nana Zhang