Dawei Du

7.2k citations

41 papers · 2.3k indexed · 2 hit papers · h-index 22

Impact in

Computer Vision and Pattern Recognition top 0.5%
- Video Surveillance and Tracking Methods
- Advanced Neural Network Applications
- Advanced Image and Video Retrieval Techniques
Media Technology top 2%

Papers in ⓘ

Computer Vision and Pattern Recognition 36
- Video Surveillance and Tracking Methods 23
- Advanced Neural Network Applications 14
- Human Pose and Action Recognition 7
- Advanced Image and Video Retrieval Techniques 7
- Face and Expression Recognition 4
- Visual Attention and Saliency Detection 4
Artificial Intelligence 14
- Anomaly Detection Techniques and Applications 8

Co-authors: Longyin Wen (15 shared papers)Qinghua Hu (5 shared papers)Pengfei Zhu (5 shared papers)Siwei Lyu (12 shared papers)Xiao Bian (2 shared papers)Haibin Ling (1 shared paper)Heng Fan (1 shared paper)Honggang Qi (7 shared papers)
Journals: IEEE Transactions on Image Processing (5 papers)IEEE Transactions on Cybernetics (3 papers)IEEE Transactions on Circuits and Systems for Video Technology (3 papers)Information Sciences (1 paper)IEEE Transactions on Intelligent Transportation Systems (1 paper)
Partner nations: United States China Italy

In The Last Decade

Dawei Du

39 papers receiving 2.2k citations

Hit Papers

align trajectories log scale

Detection and Tracking Meet Drones Challenge 2021 · 566 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2021 IEEE Transactions on Pattern Analysis and Machine Intelligence
2020 Computer Vision and Image Understanding

Peers

Countries citing papers authored by Dawei Du

Since Specialization

Citations

This map shows the geographic impact of Dawei Du's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dawei Du with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dawei Du more than expected).

Fields of papers citing papers by Dawei Du

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dawei Du. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dawei Du. The network helps show where Dawei Du may publish in the future.

Co-authors

The 25 scholars most cited alongside Dawei Du, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Dawei Du Line = papers co-authored together Dawei Du links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 41 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Detection and Tracking Meet Drones Challenge IEEE Transactions on Pattern Analysis and Machine Intelligence ·Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Heng Fan, Qinghua Hu, Haibin Ling Hit paper breakdown →	2021	566
2	UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking Computer Vision and Image Understanding ·Longyin Wen, Dawei Du, Zhaowei Cai, Zhen Lei, Ming-Ching Chang, Honggang Qi, Jongwoo Lim, Ming–Hsuan Yang, Siwei Lyu Hit paper breakdown →	2020	383
3	Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization Ruyi Ji, Longyin Wen, Libo Zhang, Dawei Du, Yanjun Wu, Chen Zhao, Xianglong Liu, Feiyue Huang	2020	153
4	The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline International Journal of Computer Vision ·Hongyang Yu, Guorong Li, Weigang Zhang, Qingming Huang, Dawei Du, Qi Tian, Nicu Sebe	2019	141
5	Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang, Liefeng Bo, Siwei Lyu	2021	88
6	JOTS: Joint Online Tracking and Segmentation The Royal Society of Chemistry’s Journals, Books and Databases (The Royal Society of Chemistry) ·Longyin Wen, Dawei Du, Zhen Lei, Stan Z. Li, Ming–Hsuan Yang	2015	76
7	Deep low-rank subspace ensemble for multi-view clustering Information Sciences ·Zhe Xue, Junping Du, Dawei Du, Siwei Lyu	2019	75
8	Multi-Granularity Alignment Domain Adaptation for Object Detection 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Wenzhang Zhou, Dawei Du, Libo Zhang, Tiejian Luo, Yanjun Wu	2022	68
9	Cascade Transformers for End-to-End Person Search 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Rui Yu, Dawei Du, Rodney LaLonde, Daniel Davila, Christopher Funk, Anthony Hoogs, Brian Clipp	2022	58
10	Dual Encoding for Abstractive Text Summarization IEEE Transactions on Cybernetics ·Kaichun Yao, Libo Zhang, Dawei Du, Tiejian Luo, Lili Tao, Yanjun Wu	2018	55
11	Multi-Drone-Based Single Object Tracking With Agent Sharing Network IEEE Transactions on Circuits and Systems for Video Technology ·Pengfei Zhu, Jiayu Zheng, Dawei Du, Longyin Wen, Yiming Sun, Qinghua Hu	2020	54
12	Detecting Small Objects Using a Channel-Aware Deconvolutional Network IEEE Transactions on Circuits and Systems for Video Technology ·Kaiwen Duan, Dawei Du, Honggang Qi, Qingming Huang	2019	49
13	Embedding Perspective Analysis Into Multi-Column Convolutional Neural Network for Crowd Counting IEEE Transactions on Image Processing ·Yifan Yang, Guorong Li, Dawei Du, Qingming Huang, Nicu Sebe	2020	48
14	Robust Obstacle Detection and Recognition for Driver Assistance Systems IEEE Transactions on Intelligent Transportation Systems ·Jiaxu Leng, Ying Liu, Dawei Du, Tianlin Zhang, Pei Quan	2019	43
15	Guided Attention Network for Object Detection and Counting on Drones Yuanqiang Cai, Dawei Du, Libo Zhang, Longyin Wen, Weiqiang Wang, Yanjun Wu, Siwei Lyu	2020	40
16	Geometric Hypergraph Learning for Visual Tracking IEEE Transactions on Cybernetics ·Dawei Du, Honggang Qi, Longyin Wen, Qi Tian, Qingming Huang, Siwei Lyu	2016	37
17	Online Deformable Object Tracking Based on Structure-Aware Hyper-Graph IEEE Transactions on Image Processing ·Dawei Du, Honggang Qi, Wenbo Li, Longyin Wen, Qingming Huang, Siwei Lyu	2016	36
18	SiamCAN: Real-Time Visual Tracking Based on Siamese Center-Aware Network IEEE Transactions on Image Processing ·Wenzhang Zhou, Longyin Wen, Libo Zhang, Dawei Du, Tiejian Luo, Yanjun Wu	2021	33
19	Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification Zhe Xue, Junping Du, Dawei Du, Wenqi Ren, Siwei Lyu	2019	23
20	An efficient reagent for covalent introduction of alkynes into proteins Organic & Biomolecular Chemistry ·Jie Zhang, Dejun Ma, Dawei Du, Zhen Xi, Long Yi	2014	22

About Dawei Du

Dawei Du is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Aerospace Engineering and Biomedical Engineering, having authored 41 papers that have together received 2.3k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (23 papers), Advanced Neural Network Applications (14 papers), Anomaly Detection Techniques and Applications (8 papers), Human Pose and Action Recognition (7 papers), Advanced Image and Video Retrieval Techniques (7 papers), Face and Expression Recognition (4 papers), Visual Attention and Saliency Detection (4 papers) and Remote-Sensing Image Classification (4 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.8k citations), Media Technology (200 citations), Aerospace Engineering (516 citations), Artificial Intelligence (529 citations) and Automotive Engineering (178 citations). Dawei Du has collaborated with scholars based in United States, China and Italy. Frequent co-authors include Longyin Wen, Qinghua Hu, Pengfei Zhu, Siwei Lyu, Xiao Bian, Haibin Ling, Heng Fan, Honggang Qi, Qingming Huang and Yanjun Wu. Their work appears in journals such as IEEE Transactions on Image Processing, IEEE Transactions on Cybernetics, IEEE Transactions on Circuits and Systems for Video Technology, Information Sciences and IEEE Transactions on Intelligent Transportation Systems.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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