Adaptive NMS: Refining Pedestrian Detection in a Crowd

Liu, Songtao, Huang, Di, Wang, Yunhong·2019·2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

DOI 10.1109/cvpr.2019.00662

Cited by (414)

Items 101–200 of 414

Occluded Pedestrian Detection Techniques by Deformable Attention-Guided Network (DAGN)
Han Xie, Wenqi Zheng, Hyunchul Shin · 2021 · Applied Sciences
Occluded Pedestrian Detection via Distribution-Based Mutual-Supervised Feature Learning
Ye He, Chao Zhu, Xu-Cheng Yin · 2021 · IEEE Transactions on Intelligent Transportation Systems
Improved YOLOX’s Anchor-Free SAR Image Ship Target Detection
Hui Peng, Xiandong Tan · 2022 · IEEE Access
Ship Target Detection in Optical Remote Sensing Images Based on E2YOLOX-VFL
Zhao Qichang, Yiquan Wu, Yubin Yuan · 2024 · Remote Sensing
Dense Pedestrian Detection Based on GR-YOLO
Nianfeng Li, Xinlu Bai, Xiangfeng Shen, Peizeng Xin, Jia Tian, Tengfei Chai, Zhenyan Wang · 2024 · Sensors
MAPD: An improved multi-attribute pedestrian detection in a crowd
Yang Wang, Chong Han, Guangle Yao, Wanlin Zhou · 2020 · Neurocomputing
Laying the Foundations of Deep Long-Term Crowd Flow Prediction
Samuel S. Sohn, Honglu Zhou, Seonghyeon Moon, Sejong Yoon, Vladimir Pavlović, Mubbasir Kapadia · 2020 · Lecture notes in computer science
Multi-Scale Feature Pyramid Network: A Heavily Occluded Pedestrian Detection Network Based on ResNet
Xiaotao Shao, Qing Wang, Wei Yang, Yun Chen, Yi Xie, Yan Shen, Zhongli Wang · 2021 · Sensors
SPCS: a spatial pyramid convolutional shuffle module for YOLO to detect occluded object
Xiang Li, Miao He, Yan Liu, Haibo Luo, Moran Ju · 2022 · Complex & Intelligent Systems
Pedestrian as Points: An Improved Anchor-Free Method for Center-Based Pedestrian Detection
Jiawei Cai, Feifei Lee, Shuai Yang, Chaowei Lin, Hanqing Chen, Koji Kotani, Qiu Chen · 2020 · IEEE Access
A neural network–based approach for fill factor estimation and bucket detection on construction vehicles
Jinxiong Lu, Zongwei Yao, Qiushi Bi, Xuefei Li · 2021 · Computer-Aided Civil and Infrastructure Engineering
Introspective False Negative Prediction for Black-Box Object Detectors in Autonomous Driving
Qinghua Yang, Hui Chen, Zhe Chen, Junzhe Su · 2021 · Sensors
GIN: Generative INvariant Shape Prior for Amodal Instance Segmentation
Zhixuan Li, Weining Ye, Tingting Jiang, Tiejun Huang · 2023 · IEEE Transactions on Multimedia
Robust pedestrian detection via constructing versatile pedestrian knowledge bank
Sungjune Park, Hyunjun Kim, Yong Man Ro · 2024 · Pattern Recognition
Bal-R$^2$CNN: High Quality Recurrent Object Detection With Balance Optimization
Xiaoyu Chen, Hongliang Li, Qingbo Wu, Fanman Meng, Heqian Qiu · 2021 · IEEE Transactions on Multimedia
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies
Thomas Verelst, Tinne Tuytelaars · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
Confidence Propagation Cluster: Unleash Full Potential of Object Detectors
Yichun Shen, Wanli Jiang, Zhen Xing Xu, Rundong Li, Junghyun Kwon · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
Occluded pedestrian detection through bi-center prediction in anchor-free network
Qiming Li, Yuquan Bi, Rongsheng Cai, Jun Li · 2022 · Neurocomputing
Fuzzy-NMS: Improving 3D Object Detection With Fuzzy Classification in NMS
Li Wang, Xinyu Zhang, Fachuan Zhao, Chuze Wu, Yichen Wang, Ziying Song, Lei Yang, Bin Xu, Jun Li, Shuzhi Sam Ge · 2024 · IEEE Transactions on Intelligent Vehicles
Improving Crowded Object Detection via Copy-Paste
Jiangfan Deng, Dewen Fan, Xiaosong Qiu, Feng Zhou · 2023 · Proceedings of the AAAI Conference on Artificial Intelligence
IDPD: improved deformable-DETR for crowd pedestrian detection
Wenjing Han, Ning He, Xin Wang, Fengxi Sun, Shengjie Kris Liu · 2023 · Signal Image and Video Processing
CooperFuse: A Real-Time Cooperative Perception Fusion Framework
Zhaoliang Zheng, Xin Xia, Letian Gao, Hao Xiang, Jiaqi Ma · 2024 · IEEE Intelligent Vehicles Symposium
NAS-PED: Neural Architecture Search for Pedestrian Detection
Yi Tang, Min Liu, Baopu Li, Yaonan Wang, Wanli Ouyang · 2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence
SH-DETR: Enhancing steel surface defect detection and classification with an improved transformer architecture
Shouluan Wu, Hui Yang, Liefa Liao, Chao Song, Yating Fang, Yang Yang · 2025 · PLoS ONE
Multi-scale feature balance enhancement network for pedestrian detection
Yuzhe He, Ning He, Ren Zhang, Yan Kang, Haigang Yu · 2022 · Multimedia Systems
Non-Maximum Suppression Guided Label Assignment for Object Detection in Crowd Scenes
Jiang, Hangzhi, Zhang, Xin, Xiang, Shiming · 2024 · IEEE Transactions on Multimedia
CFRLA-Net: A Context-Aware Feature Representation Learning Anchor-Free Network for Pedestrian Detection
Jun Li, Yuquan Bi, Su-Mei Wang, Qiming Li · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
Enhancing Object Detection in Dense Images: Adjustable Non-Maximum Suppression for Single-Class Detection
Kyeong Mi Noh, Seul Ki Hong, Stephen Makonin, YongKeun Lee · 2024 · IEEE Access
Body-Face Joint Detection via Embedding and Head Hook
Junfeng Wan, Jiangfan Deng, Xiaosong Qiu, Zhou Feng · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
Detection of panoramic vision pedestrian based on deep learning
Wenhao Wang · 2020 · Image and Vision Computing
Adapted Center and Scale Prediction: More Stable and More Accurate
Wenhao Wang, Zhang, Jusheng · 2020 · arXiv (Cornell University)
EOOD: End-to-end oriented object detection
Caiguang Zhang, Zilong Chen, Boli Xiong, Kefeng Ji, Gangyao Kuang · 2025 · Neurocomputing
Enhanced Multi-Task Learning Architecture for Detecting Pedestrian at Far Distance
Chengju Zhou, Meiqing Wu, Siew-Kei Lam · 2022 · IEEE Transactions on Intelligent Transportation Systems
ANMS: attention-based non-maximum suppression
Chunsheng Guo, Meng Cai, Na Ying, HuaHua Chen, Jianwu Zhang, Di Zhou · 2022 · Multimedia Tools and Applications
Gaussian Synthesis for High-Precision Location in Oriented Object Detection
Zhonghua Li, Biao Hou, Zitong Wu, Bo Ren, Zhongle Ren, Licheng Jiao · 2023 · IEEE Transactions on Geoscience and Remote Sensing
Improved YOLOv3 Integrating SENet and Optimized GIoU Loss for Occluded Pedestrian Detection
Qiangbo Zhang, Yunxiang Liu, Yu Zhang, Ming Zong, Jianlin Zhu · 2023 · Sensors
Improving single‐stage activity recognition of excavators using knowledge distillation of temporal gradient data
Ali Ghelmani, Amin Hammad · 2024 · Computer-Aided Civil and Infrastructure Engineering
Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes
Zhi Yuan Cai, Yingjie Gao, Yaoyan Zheng, Nan Zhou, Di Huang · 2024 · Lecture notes in computer science
Urban scene based Semantical Modulation for Pedestrian Detection
Hangzhi Jiang, Shengcai Liao, Jinpeng Li, V. Prinet, Shiming Xiang · 2021 · Neurocomputing
Do We Still Need Non-Maximum Suppression? Accurate Confidence Estimates and Implicit Duplication Modeling with IoU-Aware Calibration
Johannes Gilg, Torben Teepe, Fabian Herzog, Philipp Wolters, Gerhard Rigoll · 2024 · IEEE Winter Conference on Applications of Computer Vision
Object detection in crowded scenes via joint prediction
Honghui Xu, Xinqing Wang, Dong Wang, Baoguo Duan, Ting Rui · 2021 · Defence Technology
Selection of object detections using overlap map predictions
Md. Sohel Rana, Aiden Nibali, Zhen He · 2022 · Neural Computing and Applications
Towards accurate dense pedestrian detection via occlusion-prediction aware label assignment and hierarchical-NMS
Haoyang He, Zhishan Li, Guanzhong Tian, Hongxu Chen, Lei Xie, Shan Lu, Hongye Su · 2023 · Pattern Recognition Letters
YOLO-SAD: An Efficient SAR Aircraft Detection Network
Junyi Chen, Yanyun Shen, Yinyu Liang, Zhipan Wang, Qingling Zhang · 2024 · Applied Sciences
PerspectiveNet: An Object Detection Method With Adaptive Perspective Box Network Based on Density-Aware
Cui‐Jin Li, Zhong Qu, Sheng-Ye Wang · 2023 · IEEE Transactions on Intelligent Transportation Systems
BPJDet: Extended Object Representation for Generic Body-Part Joint Detection
Huayi Zhou, Fei Jiang, Jiaxin Si, Yue Ding, Hongtao Lu · 2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Double Mask R-CNN for Pedestrian Detection in a Crowd
Congqiang Liu, Haosen Wang, Chunjian Liu · 2022 · Mobile Information Systems
Impartial Differentiable Automatic Data Augmentation Based on Finite Difference Approximation for Pedestrian Detection
Shirui Zhou, Yi Tang, Min Liu, Yaonan Wang, He Wen · 2022 · IEEE Transactions on Instrumentation and Measurement
Robust Object Detection Using Knowledge Graph Embeddings
Christopher Lang, Alexander Braun, Abhinav Valada · 2022 · Lecture notes in computer science
Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding
Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Shih‐Fu Chang · 2020 · arXiv (Cornell University)
Body-Part Joint Detection and Association via Extended Object Representation
Huayi Zhou, Fei Jiang, Hongtao Lu · 2023 · IEEE International Conference on Multimedia and Expo (ICME)
OADB-Net: An Occlusion-Aware Dual-Branch Network for Pedestrian Detection
Jun Li, Tong Chen, Kexing Ji, Qiming Li · 2024 · IEEE Transactions on Intelligent Transportation Systems
Region NMS-based deep network for gigapixel level pedestrian detection with two-step cropping
Lingling Li, Xiaohui Guo, Yan Wang, Jingjing Ma, Licheng Jiao, Fang Liu, Xu Liu · 2021 · Neurocomputing
Fast and Lightweight Online Person Search for Large-Scale Surveillance Systems
Andreas Specker, Lennart Moritz, Mickael Cormier, Jürgen Beyerer · 2022 · IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)
Multi-Object Detection in Security Screening Scene Based on Convolutional Neural Network
Fan Sun, Xiangfeng Zhang, Yunzhong Liu, Hong Jiang · 2022 · Sensors
DDAD: Detachable Crowd Density Estimation Assisted Pedestrian Detection
Wenxiao Tang, Kun Liu, Muhammad Saad Shakeel, Hao Wang, Wenxiong Kang · 2022 · IEEE Transactions on Intelligent Transportation Systems
Learning to Separate: Detecting Heavily-Occluded Objects in Urban Scenes
Chenhongyi Yang, Vitaly Ablavsky, Kaihong Wang, Qi Feng, Margrit Betke · 2020 · Lecture notes in computer science
AD-DETR: DETR with asymmetrical relation and decoupled attention in crowded scenes
Yueming Huang, Guowu Yuan · 2023 · Mathematical Biosciences & Engineering
Automatic Lane Discovery and Traffic Congestion Detection in a Real-Time Multi-Vehicle Tracking Systems
Lu Wang, K. L. Eddie Law, Chan–Tong Lam, Benjamin K. Ng, Wei Ke, Sio‐Kei Im · 2024 · IEEE Access
Mode Recognition of Orbital Angular Momentum Based on Attention Pyramid Convolutional Neural Network
Tan Qu, Zhiming Zhao, Yan Zhang, Jiaji Wu, Zhensen Wu · 2022 · Remote Sensing
MSAGNet: Multi-Stream Attribute-Guided Network for Occluded Pedestrian Detection
Hong Zhang, Chaoqi Yan, Xuliang Li, Y. F. Yang, Ding Yuan · 2022 · IEEE Signal Processing Letters
Low-cost depth/IMU intelligent sensor fusion for indoor robot navigation
Fares Alkhawaja, Mohammad A. Jaradat, Lotfi Romdhane · 2023 · Robotica
IoU-Enhanced Attention for End-to-End Task Specific Object Detection
Jing Zhao, Shengjian Wu, Sun Li, Qingli Li · 2023 · Lecture notes in computer science
Crowded Human Detection via an Anchor-pair Network
Jinguo Zhu, Zejian Yuan, Chong Zhang, Wanchao Chi, Yonggen Ling, Shenghao Zhang · 2020 · IEEE Winter Conference on Applications of Computer Vision
End-to-End Object Detection with Fully Convolutional Network
Jianfeng Wang, Lin Song, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng · 2020 · arXiv (Cornell University)
Multi-scale cross-layer fusion and center position network for pedestrian detection
Qian Liu, Youwei Qi, Cunbao Wang · 2023 · Journal of King Saud University - Computer and Information Sciences
A Survey of Dense Object Detection Methods Based on Deep Learning
Yang Zhou, Hui Li · 2024 · IEEE Access
Online Rail Fastener Detection Based on YOLO Network
Jun Li, Xinyi Qiu, Yifei Wei, Mei Na Song, Xiaojun Wang · 2022 · Computers, materials & continua/Computers, materials & continua (Print)
PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds
Runkai Zhao, Heng Wang, Chaoyi Zhang, Weidong Cai · 2023 · IEEE Winter Conference on Applications of Computer Vision
Multi-Attribute NMS: An Enhanced Non-Maximum Suppression Algorithm for Pedestrian Detection in Crowded Scenes
Wei Wang, Xin Li, Xin Lyu, Tao Zeng, Jiale Chen, Shangjing Chen · 2023 · Applied Sciences
3D Detection for Occluded Vehicles From Point Clouds
Kun Zhao, Li Liu, Yu Meng, Hao Liu, Qing Gu · 2021 · IEEE Intelligent Transportation Systems Magazine
PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS with Relationship Recovery
Tianyi Zhang, Jie Lin, Peng Hu, Bin Zhao, Mohamed M. Sabry Aly · 2021 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
Correlation-and-Correction Fusion Attention Network for Occluded Pedestrian Detection
Fengmin Zou, Xu Li, Qimin Xu, Zhengliang Sun, Jianxiao Zhu · 2023 · IEEE Sensors Journal
Learning Hierarchical Graph for Occluded Pedestrian Detection
Gang Li, Jian Li, Shanshan Zhang, Jian Jun Yang · 2020 · ACM International Conference on Multimedia (ACM MM)
Triangular Chain Closed-Loop Detection Network for Dense Pedestrian Detection
Qishen Yuan, Guoheng Huang, Guo Zhong, Xiaochen Yuan, Zhe Tan, Zeng Lu, Chi‐Man Pun · 2023 · IEEE Transactions on Instrumentation and Measurement
Towards real-time accurate dense pedestrian detection via large-kernel perception module and multi-level feature fusion
Huajie Li, Sulan Zhang, Lihua Hu, Huiyuan Zhou · 2024 · Journal of Real-Time Image Processing
An efficient anchor‐free method for pig detection
Morann Mattina, Abdesslam Benzinou, Kamal Nasreddine, Francis Richard · 2022 · IET Image Processing
Unsupervised nested Dirichlet finite mixture model for clustering
Fares Alkhawaja, Nizar Bouguila · 2023 · Applied Intelligence
PSD-SQ: Point Set Decoding Based on Semantic Query for Object Detection in Remote Sensing Images
Shiyang Feng, Bin Wang · 2024 · IEEE Transactions on Geoscience and Remote Sensing
OBhunter: An ensemble spectral-angular based transformer network for occlusion detection
Jiangnan Zhang, Kewen Xia, Zhiyi Huang, Sijie Wang, Romoke Grace Akindele · 2024 · Expert Systems with Applications
An Anchor-Free Dual-Branch Approach for Real-Time Metro Passenger Detection
Quanli Liu, Mingqi Wei, Wei Wang, Liyong Zhang, Xiaoguang Zhao · 2024 · IEEE Transactions on Instrumentation and Measurement
Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU
Mickael Cormier, S. Wolf, Lars Wilko Sommer, Arne Schumann, Jürgen Beyerer · 2021 · IEEE EUROCON - International Conference on Computer as a Tool (EUROCON)
PFF-CB: Multiscale Occlusion Pedestrian Detection Method Based on PFF and CBAM
Guiyi Yang, Zhengyou Wang, Shanna Zhuang, Hui Wang · 2022 · Computational Intelligence and Neuroscience
Sea Cucumber Detection Algorithm Based on Deep Learning
Lan Zhang, Bowen Xing, Wugui Wang, Jingxiang Xu · 2022 · Sensors
Multiple Pedestrian Tracking in Dense Crowds Combined with Head Tracking
Zhouming Qi, Mian Zhou, Guoqiang Zhu, Yanbing Xue · 2022 · Applied Sciences
Region of interest encryption algorithm for images based on lifting scheme and object detection
Lujie Wang, Zhong Chen, Xiyu Sun, Chenchen He · 2024 · Cluster Computing
Intelligent survey method of rice diseases and pests using AR glasses and image-text multimodal fusion model
Xiangfu Chen, Baojun Yang, Yongjian Liu, Zelin Feng, Ju Luo, Ju Luo, Jian Wu, Qing Yao, Shuhua Liu · 2025 · Computers and Electronics in Agriculture
Hausdorff IoU and Context Maximum Selection NMS: Improving Object Detection in Remote Sensing Images With a Novel Metric and Postprocessing Module
Lizhi Wang, Xiaodong Mu, Chenhui Ma, Jinjin Zhang · 2021 · IEEE Geoscience and Remote Sensing Letters
Scalable Hardware Acceleration of Non-Maximum Suppression
Chunyun Chen, Tianyi Zhang, Zehui Yu, Adithi Raghuraman, Shwetalaxmi Udayan, Jie Lin, Mohamed M. Sabry Aly · 2022 · Design, Automation, and Test in Europe
Transformer-based vehicle detection for surveillance images
Zhi Juan Jin, Qian Zhang, Chao Gou, Qiang Lu, Xiying Li · 2022 · Journal of Electronic Imaging
Work-Efficient Parallel Non-Maximum Suppression Kernels
David Oro, Carles Fernández, Xavier Martorell, Javier Hernando · 2020 · The Computer Journal
Mutual-Supervised Feature Modulation Network for Occluded Pedestrian Detection
Ye He, Chao Zhu, Xu-Cheng Yin · 2021 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
Dynamic Dual-Peak Network: A real-time human detection network in crowded scenes
Yefan Xie, Jiangbin Zheng, Xuan Hou, Yue Xi, Fengming Tian · 2021 · Journal of Visual Communication and Image Representation
An Improved YOLOv8-Based Dense Pedestrian Detection Method with Multi-Scale Fusion and Linear Spatial Attention
Han Gong, Mingxing Li, Lijuan Wang, Shucheng Huang, Mingxing Li · 2025 · Applied Sciences
Automatic segmentation of soil desiccation cracks based on deep learning
Yao Gao, Yuanlin Zhao, Xin Wei, Wei Li, Jiangang Ding, Pengsen Wang · 2025 · Acta Geotechnica
Receptive Field Fusion RetinaNet for Object Detection
He Huang, Yong Feng, Mingliang Zhou, Baohua Qiang, Jielu Yan, Ran Wei · 2020 · Journal of Circuits Systems and Computers
DB-NMS: improving non-maximum suppression with density-based clustering
Rui Li, Xue‐song Tang, Kuangrong Hao · 2021 · Neural Computing and Applications
HAPNet: a head-aware pedestrian detection network associated with the affinity field
Jiali Ding, Tie Liu, Yun Zhao, Zejian Yuan, Yuanyuan Shang · 2022 · Science China Information Sciences
Global Context-Aware Feature Extraction and Visible Feature Enhancement for Occlusion-Invariant Pedestrian Detection in Crowded Scenes
Zhenxing Liu, Xiaoning Song, Zhenhua Feng, Tianyang Xu, Xiao‐Jun Wu, Josef Kittler · 2022 · Neural Processing Letters
CPSS-FAT: A consistent positive sample selection for object detection with full adaptive threshold
Xiaobao Yang, Junsheng Wu, Lang He, Sugang Ma, Zhiqiang Hou, Wei Sun · 2023 · Pattern Recognition