I am broadly interested in image processing, computer vision, and deep learning. The current research of mine focuses on object detection and face detection.

Welcome to contact me.

Recent News


06/2020 - Our ACFD ranks No.1 on IJCAI-iCartoon Face Challenge (Detecton Track).

03/2020 - Our ASFD ranks No.1 on WIDER Face and FDDB.

01/2020 - The code of our AME-KPN is released at [Attention-Mechanism-Enhanced-KPN].

01/2020 - One paper is accepted by ICASSP 2020 (oral).

11/2019 - Joined in Tencent Youtu Lab as a research intern.

08/2019 - One paper is accepted by IEEE Access.

07/2019 - Released an awesome repository about image and video denoising at [Awesome-Image-Denoising] Start Fork.

03/2019 - Be an inter in Arcsoft.

02/2019 - Be a peer reviewer of IEEE Transcations on Signal Processing (TSP).

02/2019 - Joined IEEE Student Membership.

11/2018 - Our team won the 1st Place in the algorithm design task of 2018 JSCVC.

06/2018 - Be an inter in Govion.

09/2017 - Our team won the 1st Place in the National College Student Electronic Design Competition.

09/2017 - Be a recommended postgraduate of SEU.

01/2017 - Formed a group for student practice & research.

09/2016 - Won the National Scholarship at HHU.

09/2016 - Be the Chair of College Student Science and Technology Association.

Education


Southeast University (SEU)  |  Sep. 2018 - Present

M.S. in Electronic and Communication Engineering, research interests: multivariate signal processing, image processing, computer vision, etc.

Advisor: Prof. Yili Xia.

Hohai University (HHU)  |  Sep. 2014 - Jun. 2018

B.S. in Communication Engineering, GPA: 4.82/5.00 (Top-3).

Advisor: Prof. Guanying Huo.

Publications


Papers (* equal contribution)
ACFD

ACFD: Asymmetric Cartoon Face Detector,
Bin Zhang*, Jian Li*, Yabiao Wang, Zhipeng Cui, Yili Xia, Chengjie Wang, Jilin Li, and Feiyue Huang,
arXiv 2007.00899, 2020.
1st place of 2020 IJCAI iCarton Face Challenge (Detection Track).

ASFD

ASFD: Automatic and Scalable Face Detector,
Bin Zhang*, Jian Li*, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yili Xia, Wenjiang Pei, and Rongrong Ji,
arXiv 2003.11228, 2020.
Ranked No.1 on WIDER Face and FDDB. (Until 03/2020)

AMEKPN

Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images,
Bin Zhang, Shenyao Jin, Yili Xia, Yongming Huang, and Zixiang Xiong,
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020.
Oral Presentation

BMEMD

Bidimensional Multivariate Empirical Mode Decomposition With Applications in Multi-Scale Image Fusion,
Yili Xia, Bin Zhang, Wenjiang Pei, and Danilo P. Mandic,
IEEE Access, 2019.
SCI Q1, IF=4.098


Patents
Patent_BMEMD

A two-dimensional multivariate mode decomposition algorithm for multi-image fusion,
Yili Xia, Bin Zhang, and Wenjiang Pei.

Patent_FBMEMD

A fast implementation of bidimensional multivariate mode decomposition algorithm,
Yili Xia, Bin Zhang, and Wenjiang Pei.

Internship


Tencent Youtu Lab  | Nov. 2019 - Present

• Do the research about Network Architecture Search (NAS) especially its application on object detection, face detection.

Advisor: Jian Li, Yabiao Wang

Arcsoft  | Mar. 2019 - Sep. 2019

• Studied the commonly used noise models of camera, managed to generate sRGB training dataset as similar as possible to the real-world data, and developed a software to yield noisy images for image denoising and super resolution tasks.

• Investigated and studied the learning based image denoising algorithms especially for burst of images and videos, and improved them for the better generalization to real-world noisy images.

Advisor: Kai Chen

Govion  | Jun. 2018 - Jan. 2019

• Based on the traditional image processing algorithms, designed and developed the core algorithms for detecting defects of LCD and OLED panels, such as MURA, bubble, color edges, and so on.

• Some algorithms have been applied on the products.

Advisor: Dr. Zhiwei Ruan

Skills


Program Language: Python, C/C++, Matlab

Libraries and others: PyTorch, OpenCV, Linux, git, docker, TensorFlow, LaTeX

Awards and Honors


06/2020, First Place of iCartoonFace Challenge, IJCAI 2020 Grand Challenge.

11/2019, First-Class Scholarship, Southeast University.

11/2018, Outstanding Winner of Jiangsu Postgraduate Computer Vision Innovation & Practice Competition, Zhenjiang, Jiangsu.

09/2017, First Place of National College Student Electronic Design Competition, Nanjing, Jiangsu.

06/2017, Haiyun Fenghua Outstanding Student, Hohai University.

12/2016, Innovation Start, Hohai University.

11/2016, National Undergraduate Scholarship, Hohai University.

11/2016, Outstanding Science Volunteer, Changzhou, Jiangsu.

10/2016, Provinicial First Prize and National Thrid Prize of International Contest of innovAtioN (ICAN), Beijing.

01/2016, Excellent Student Cadre, Hohai University.

08/2016, First Place of College Student Smart Internet Innovation Application Design Contest, Shanghai.

09/2015, Provincial Grand Prize and National Third Prize of National Undergraduate IOT Design Contest, Shanghai.