CSPNet: A New Backbone that can Enhance Learning Capability of CNN

27 November 2019

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Papers citing "CSPNet: A New Backbone that can Enhance Learning Capability of CNN"

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Title
ObjectBox: From Centers to Boxes for Anchor-Free Object DetectionEuropean Conference on Computer Vision (ECCV), 2022 Mohsen Zand Ali Etemad Michael A. Greenspan ObjD 179 68 0 14 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorsComputer Vision and Pattern Recognition (CVPR), 2022 Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 454 9,009 0 06 Jul 2022
Automated Wheat Disease Detection using a ROS-based Autonomous Guided UAV Behzad Safarijalal Yousef Alborzi E. Najafi 42 13 0 30 Jun 2022
YOLOSA: Object detection based on 2D local feature superimposed self-attentionPattern Recognition Letters (PR), 2022 Weisheng Li Lin Huang 3DH 233 10 0 23 Jun 2022
Robust Environment Perception for Automated Driving: A Unified Learning Pipeline for Visual-Infrared Object Detection Mohsen Vadidar Ali Kariminezhad Christian Mayr Laurent Kloeker L. Eckstein ObjD 98 14 0 08 Jun 2022
Slim-neck by GSConv: A lightweight-design for real-time detector architecturesJournal of Real-Time Image Processing (JRTIP), 2022 Hulin Li Jun Li Hanbing Wei Zheng Liu Zhenfei Zhan Qiliang Ren 184 387 0 06 Jun 2022
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather with a High-quality Real Snow Dataset Qiqi Ding Peng Li Xu Yan Ding Shi Luming Liang Weiming Wang H. Xie Jonathan Li Mingqiang Wei 139 60 0 03 Jun 2022
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles Yaning Tan Hao Wu 157 248 0 30 May 2022
Machine Learning for Microcontroller-Class Hardware: A ReviewIEEE Sensors Journal (IEEE Sens. J.), 2022 Swapnil Sayan Saha S. Sandha Mani B. Srivastava 497 169 0 29 May 2022
A Lightweight NMS-free Framework for Real-time Visual Fault Detection System of Freight TrainsIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2022 Guodong Sun Yang Zhou Huilin Pan Bo Wu Ye Hu Yang Zhang 175 6 0 25 May 2022
Learning Rate CurriculumInternational Journal of Computer Vision (IJCV), 2022 Florinel-Alin Croitoru Nicolae-Cătălin Ristea Radu Tudor Ionescu Andrii Zadaianchuk 208 23 0 18 May 2022
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging David Ahmedt-Aristizabal Chuong H. Nguyen Lachlan Tychsen-Smith Ashley Stacey Shenghong Li J. Pathikulangara L. Petersson Dadong Wang 3DH MedIm 232 17 0 14 May 2022
Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning Weiling Chen Rongfu Lin Honggang Liao Tiesong Zhao Ke Gu P. Le Callet AAML 81 1 0 07 May 2022
Multitask Network for Joint Object Detection, Semantic Segmentation and Human Pose Estimation in Vehicle Occupancy Monitoring Nikolas Ebert Patrick Mangat Oliver Wasenmüller 139 8 0 03 May 2022
Sparse Compressed Spiking Neural Network Accelerator for Object DetectionIEEE Transactions on Circuits and Systems Part 1: Regular Papers (TCAS I), 2022 Hong-Han Lien Tian-Sheuan Chang 103 36 0 02 May 2022
Transformers in Time-series Analysis: A TutorialCircuits, systems, and signal processing (CSSP), 2022 Sabeen Ahmed Ian E. Nielsen Aakash Tripathi Shamoon Siddiqui Ghulam Rasool R. Ramachandran AI4TS 291 243 0 28 Apr 2022
Channel Pruned YOLOv5-based Deep Learning Approach for Rapid and Accurate Outdoor Obstacles Detection Zeqi Li Yuwei Wang Keyu Qiu Zhibin Yu 99 10 0 27 Apr 2022
Where and What: Driver Attention-based Object Detection Yao Rong Naemi-Rebecca Kassautzki Wolfgang Fuhl Enkelejda Kasneci 208 6 0 26 Apr 2022
A benchmark dataset for deep learning-based airplane detection: HRPlanesInternational Journal of Engineering and Geosciences (IJEG), 2022 Tolga Bakirman Elif Sertel 185 19 0 22 Apr 2022
A Survivor in the Era of Large-Scale Pretraining: An Empirical Study of One-Stage Referring Expression ComprehensionIEEE transactions on multimedia (IEEE TMM), 2022 Gen Luo Weihao Ye Jiamu Sun Xiaoshuai Sun Rongrong Ji ObjD 207 13 0 17 Apr 2022
YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss Debapriya Maji S. Nagori Manu Mathew Deepak Poddar 3DH 187 325 0 14 Apr 2022
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition C. Nwoye Deepak Alapatt Tong Yu Armine Vardazaryan Fangfang Xia ... Didier Mutter Pietro Mascagni B. Seeliger Cristians Gonzalez N. Padoy 131 74 0 10 Apr 2022
PP-YOLOE: An evolved version of YOLO Shangliang Xu Xinxin Wang Wenyu Lv Qinyao Chang Cheng Cui ... Guanzhong Wang Qingqing Dang Shengyun Wei Yuning Du Baohua Lai ObjD 1.1K 373 0 30 Mar 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional FiltersComputer Vision and Pattern Recognition (CVPR), 2022 Paul Gavrikov J. Keuper AAML 215 36 0 29 Mar 2022
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniquesItalian National Conference on Sensors (INS), 2022 Inkyu Sa Jongyoon Lim H. Ahn Bruce A. MacDonald 153 26 0 17 Mar 2022
VariabilityTrack:Multi-Object Tracking with Variable Speed Object Movement Run Luo Ji Wei Qiao Lin VOT 164 1 0 12 Mar 2022
Evaluation of YOLO Models with Sliced Inference for Small Object Detection Muhammed Can Keles Batuhan Salmanoglu M. Güzel Baran Gursoy Gazi Erkan Bostancı ObjD 105 13 0 09 Mar 2022
Continuous Human Action Recognition for Human-Machine Interaction: A ReviewACM Computing Surveys (ACM CSUR), 2022 Harshala Gammulle David Ahmedt-Aristizabal Akila Pemasiri Lachlan Tychsen-Smith L. Petersson Clinton Fookes 233 40 0 26 Feb 2022
OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence RoboticsIEEE Access (IEEE Access), 2022 Fernando Amodeo F. Caballero N. Díaz-Rodríguez L. Merino LM&Ro 334 13 0 21 Feb 2022
REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening Huihui Fang Fei Li Junde Wu Huazhu Fu Xu Sun ... Jian Yang J. Orlando Hrvoje Bogunović Xiulan Zhang Yanwu Xu 321 42 0 18 Feb 2022
Network-level Safety Metrics for Overall Traffic Safety Assessment: A Case StudyIEEE Access (IEEE Access), 2022 Xiwen Chen Hongya Wang Abolfazl Razi Brendan J. Russo Jason L. Pacheco J. Roberts Jeffery Wishart L. Head Alonso Granados Baca 177 12 0 27 Jan 2022
Automatic Quantification and Visualization of Street TreesIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2021 Arpit Bahety Rohit Saluja Ravi Kiran Sarvadevabhatla A. Subramanian C. V. Jawahar 62 1 0 17 Jan 2022
Fooling the Eyes of Autonomous Vehicles: Robust Physical Adversarial Examples Against Traffic Sign Recognition SystemsNetwork and Distributed System Security Symposium (NDSS), 2022 Wei Jia Zhaojun Lu Haichun Zhang Zhenglin Liu Jie Wang Gang Qu AAML 161 70 0 17 Jan 2022
The Box Size Confidence Bias Harms Your Object Detector Johannes Gilg Torben Teepe Fabian Herzog Gerhard Rigoll ObjD 155 6 0 03 Dec 2021
Non-invasive hemodynamic analysis for aortic regurgitation using computational fluid dynamics and deep learning Derek Long Cameron McMurdo E. Ferdian C. Mauger David Marlevi Alistair A. Young Martyn Nash AI4CE 280 1 0 23 Nov 2021
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation William J. McNally Kanav Vats Alexander Wong J. McPhee 251 80 0 16 Nov 2021
PP-ShiTu: A Practical Lightweight Image Recognition System Shengyun Wei Ruoyu Guo Cheng Cui Bin Lu Shuilong Dong ... Xueying Lyu Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma CVBM 230 7 0 01 Nov 2021
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network Anisha Roy Rikhi Bose Jayabrata Bhaduri 133 253 0 30 Oct 2021
LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray ImageIEEE Sensors Journal (IEEE Sens. J.), 2021 Moyun Liu Youping Chen Lei He Yang Zhang Jingming Xie 165 115 0 28 Oct 2021
Hand gesture detection in tests performed by older adults Guangtai Huang Son N. Tran Quan-wei Bai Jane Elizabeth Alty 182 11 0 27 Oct 2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs Prakhar Ganesh Yao Chen Yin Yang Deming Chen Marianne Winslett ObjD 3DH 144 40 0 26 Oct 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 601 1,916 0 13 Oct 2021
Construction Site Safety Monitoring and Excavator Activity Analysis System Sibo Zhang Liangjun Zhang 102 21 0 06 Oct 2021
Traffic-Net: 3D Traffic Monitoring Using a Single Camera Mahdi Rezaei Mohsen Azarmi Farzam Mohammad Pour Mir 133 21 0 19 Sep 2021
Edge-Cloud Collaborated Object Detection via Difficult-Case DiscriminatorIEEE International Conference on Distributed Computing Systems (ICDCS), 2021 Zhiqiang Cao Zhijun Li Pan Heng Yongrui Chen Daqi Xie Jie Liu 131 14 0 29 Aug 2021
TCCT: Tightly-Coupled Convolutional Transformer on Time Series Forecasting Li Shen Yangzhu Wang AI4TS 242 114 0 29 Aug 2021
TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios Xingkui Zhu Shuchang Lyu Xu Wang Qi Zhao 138 1,533 0 26 Aug 2021
YOLOP: You Only Look Once for Panoptic Driving PerceptionMachine Intelligence Research (MIR), 2021 Dongsheng Wu Man-Wen Liao Wei-Tian Zhang Xinggang Wang X. Bai Wenqing Cheng Wen-Yu Liu 493 373 0 25 Aug 2021
Towards Real-world X-ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Renshuai Tao Yanlu Wei Xiangjian Jiang Hainan Li Haotong Qin Jinyang Guo Yuqing Ma Libo Zhang Xianglong Liu 181 100 0 23 Aug 2021
Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System Issac Sim Junho Lim Young-Wan Jang Jihwan You Seontaek Oh Young-Keun Kim 95 7 0 01 Aug 2021