Manifold-based Visual Object Counting

Datasets

Bacterial cell: http://www.robots.ox.ac.uk/~vgg/research/counting/cells.zip

UCSD pedestrian: http://www.svcl.ucsd.edu/projects/peoplecnt/db/vidf-cvpr.zip

Mall pedestrian: http://personal.ie.cuhk.edu.hk/~ccloy/files/datasets/mall_dataset.zip

UCF_CC_50: http://crcv.ucf.edu/data/UCFCrowdCountingDataset_CVPR13.rar

Bee/Fish/Seagull: http://visal.cs.cityu.edu.hk/downloads/#smallobjects

About implementation

This is the matlab implementation for the paper 'Manifold-based Visual Object Counting'.

@article{wang2018manifold, title={Manifold-Based Visual Object Counting}, author={Wang, Yi and Zou, Yuexian and Wang, Wenwu}, journal={IEEE Transactions on Image Processing}, volume={27}, number={7}, pages={3248--3263}, year={2018}, publisher={IEEE} }

When you use the code, please cite the above paper.