Zobrazeno 1 - 10
of 839
pro vyhledávání: '"Zheng, Zhaohui"'
A fundamental limitation of object detectors is that they suffer from "spatial bias", and in particular perform less satisfactorily when detecting objects near image borders. For a long time, there has been a lack of effective ways to measure and ide
Externí odkaz:
http://arxiv.org/abs/2310.13215
Knowledge Distillation (KD) has been validated as an effective model compression technique for learning compact object detectors. Existing state-of-the-art KD methods for object detection are mostly based on feature imitation. In this paper, we prese
Externí odkaz:
http://arxiv.org/abs/2306.11369
Recent research on remote sensing object detection has largely focused on improving the representation of oriented bounding boxes but has overlooked the unique prior knowledge presented in remote sensing scenarios. Such prior knowledge can be useful
Externí odkaz:
http://arxiv.org/abs/2303.09030
Semantic objects are unevenly distributed over images. In this paper, we study the spatial disequilibrium problem of modern object detectors and propose to quantify this ``spatial bias'' by measuring the detection performance over zones. Our analysis
Externí odkaz:
http://arxiv.org/abs/2301.05957
Autor:
Zheng, Zhaohui, Ye, Rongguang, Hou, Qibin, Ren, Dongwei, Wang, Ping, Zuo, Wangmeng, Cheng, Ming-Ming
Previous knowledge distillation (KD) methods for object detection mostly focus on feature imitation instead of mimicking the prediction logits due to its inefficiency in distilling the localization information. In this paper, we investigate whether l
Externí odkaz:
http://arxiv.org/abs/2204.05957
Autor:
Liu, Renli, Wang, Fangfang, Luo, Xing, Yang, Fengfan, Gao, Jie, Shen, Haomiao, Zheng, Zhaohui
Publikováno v:
In Clinical Immunology August 2024 265
Autor:
Li, Wan, Li, Nan, Wang, Xin, Chen, Lei, Su, Mingming, Zheng, Zhaohui, Li, Jiaming, Jing, Da, Wang, Xuelian, Ge, Shunnan
Publikováno v:
In Neuroscience Letters 27 July 2024 836
Autor:
Xu, Yingming, Zhang, Kui, Miao, Jinlin, Guo, Na, Fu, Xianghui, Yang, Fengfan, Luo, Xing, Jia, Junfeng, Zheng, Zhaohui, Zhu, Ping
Publikováno v:
In Cellular Immunology July-August 2024 401-402
Autor:
Feng, Sining, Yang, Lunan, Wen, Dao, Zheng, Zhaohui, Luo, Zhipeng, Zheng, Bowen, Lei, Shuangyi, Cai, Yan, Liao, Wenna, Zeng, Kang, Wang, Sijia
Publikováno v:
In International Biodeterioration & Biodegradation November 2024 195
Autor:
Zheng, Zhaohui, Ren, Liuyang, Xie, Weijun, Wei, Shuo, Fu, Hanyu, Yang, Pei, Xu, Jingshen, Yang, Deyong
Publikováno v:
In Innovative Food Science and Emerging Technologies June 2024 94