- Efficient Crowd Counting via Structured Knowledge Transfer [paper]
- [C-CNN] A Real-Time Deep Network for Crowd Counting (ICASSP) [paper]
- MobileCount: An Efficient Encoder-Decoder Framework for Real-Time Crowd Counting [paper]
- [PCC-Net] PCC Net: Perspective Crowd Counting via Spatial Convolutional Network (T-CSVT) [paper] [code]
- [SRN+PS] Scale-Recursive Network with point supervision for crowd scene analysis (Neurocomputing) [paper]
- [SANet] Scale Aggregation Network for Accurate and Efficient Crowd Counting (ECCV) [paper]
- [ACSCP] Crowd Counting via Adversarial Cross-Scale Consistency Pursuit (CVPR) [paper] [unofficial code: PyTorch]
- [CMTL] CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting (AVSS) [paper] [code]
- [MCNN] Single-Image Crowd Counting via Multi-Column Convolutional Neural Network (CVPR) [paper] [unofficial code: TensorFlow PyTorch]