Bi-level Alignment for Cross-Domain Crowd Counting

Author:

Gong Shenjian1,Zhang Shanshan1,Yang Jian1,Dai Dengxin2,Schiele Bernt2

Affiliation:

1. School of Computer Science and Engineering, Nanjing University of Science and Technology,PCA Lab, Key Lab of Intelligent Perception and Systems for High-Dimensional Information of Ministry of Education, and Jiangsu Key Lab of Image and Video Understanding for Social Security

2. MPI Informatics

Funder

Fundamental Research Funds for the Central Universities

National Natural Science Foundation of China

Publisher

IEEE

Reference32 articles.

1. Unpaired image-to-image translation using cycleconsistent adversarial networks;zhu;ICCV,2017

2. Single-Image Crowd Counting via Multi-Column Convolutional Neural Network

3. Data-Driven Crowd Understanding: A Baseline for a Large-Scale Crowd Dataset

4. Nascount: Counting-by-density with neural architecture search;hu;ECCV,2020

5. FSDR: Frequency Space Domain Randomization for Domain Generalization

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4. Striking a Balance: Unsupervised Cross-Domain Crowd Counting via Knowledge Diffusion;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

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