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crowd-counting-on-ucf-cc-50

CrowdsCrowd Counting
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PaperCodeMAEMSEModelNameReleaseDate
Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance✓ Link154.8205.5APGCC2024-05-17
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting✓ Link162.33M-SFANet2020-03-12
Rethinking Spatial Invariance of Convolutional Networks for Object Counting✓ Link186.3GauNet (ResNet-50)2022-06-10
Distribution Matching for Crowd Counting✓ Link211.0DM-Count2020-09-28
Context-Aware Crowd Counting✓ Link212.2CAN2018-11-26
Crowd Counting via Segmentation Guided Attention Networks and Curriculum Loss✓ Link221.9SGANet + CL2019-11-18
Crowd Counting via Segmentation Guided Attention Networks and Curriculum Loss✓ Link224.6SGANet2019-11-18
Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection✓ Link225.6LSC-CNN2019-06-18
Learning Spatial Awareness to Improve Crowd Counting232.6SPANet2019-09-16
Scale Aggregation Network for Accurate and Efficient Crowd Counting✓ Link258.4SANet2018-09-01
Iterative Crowd Counting260.9ic-CNN2018-07-26
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes✓ Link266.1CSRNet2018-02-27
Crowd Counting With Deep Negative Correlation Learning✓ Link288.4D-ConvNet2018-06-01
Crowd Counting via Adversarial Cross-Scale Consistency Pursuit✓ Link291.0ACSCP2018-06-01
Divide and Grow: Capturing Huge Diversity in Crowd Images with Incrementally Growing CNN291.4IG-CNN2018-07-26
Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs295.8CP-CNN2017-08-02
Switching Convolutional Neural Network for Crowd Counting✓ Link318.1Switch-CNN2017-08-01
CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting✓ Link322.8Cascaded-MTL2017-07-30
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank✓ Link337.6Liu et al.2018-03-08
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network✓ Link377.6MCNN2016-01-01
Multi-source Multi-scale Counting in Extremely Dense Crowd Images419.5Idrees et al.2013-06-01
Cross-Scene Crowd Counting via Deep Convolutional Neural Networks467.0Zhang et al.2015-06-01
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