v1v2 (latest)

Cross-Layer Feature Pyramid Transformer for Small Object Detection in Aerial Images

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024

29 July 2024

Papers citing "Cross-Layer Feature Pyramid Transformer for Small Object Detection in Aerial Images"

49 / 49 papers shown

Title
Light-Weight Cross-Modal Enhancement Method with Benchmark Construction for UAV-based Open-Vocabulary Object Detection Zhenhai Weng Xinjie Li Can Wu Weijie He Jianfeng Lv Dong Zhou Zhongliang Yu ObjD VLM 211 0 0 07 Sep 2025
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable AttentionACM Multimedia (MM), 2024 Zewen Du Zhenjiang Hu Guiyu Zhao Ying Jin Hongbin Ma 233 2 0 29 Nov 2024
YOLOv10: Real-Time End-to-End Object DetectionNeural Information Processing Systems (NeurIPS), 2024 Ao Wang Hui Chen Lihao Liu Kai Chen Zijia Lin Jungong Han Guiguang Ding 3DH 262 2,874 0 23 May 2024
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Di Wang Jing Zhang Minqiang Xu Lin Liu Dongsheng Wang ... Chengxi Han Haonan Guo Bo Du Dacheng Tao Guang Dai 202 93 0 20 Mar 2024
TransNeXt: Robust Foveal Visual Perception for Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2023 Dai Shi ViT 228 239 0 28 Nov 2023
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image UnderstandingACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) (TOMM), 2023 Mingming Zhang Qingjie Liu Yunhong Wang 336 9 0 28 Sep 2023
AFPN: Asymptotic Feature Pyramid Network for Object DetectionIEEE International Conference on Systems, Man and Cybernetics (SMC), 2023 Guoyu Yang Jie Lei Zhikuan Zhu Siyu Cheng Zunlei Feng Ronghua Liang ObjD 205 296 0 28 Jun 2023
Slide-Transformer: Hierarchical Vision Transformer with Local Self-AttentionComputer Vision and Pattern Recognition (CVPR), 2023 Xuran Pan Tianzhu Ye Zhuofan Xia Qing Xiao Gao Huang ViT 202 90 0 09 Apr 2023
Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone ImagesComputer Vision and Pattern Recognition (CVPR), 2023 Bowei Du Yecheng Huang Jiaxin Chen Di Huang 220 136 0 25 Mar 2023
Advancing Plain Vision Transformer Towards Remote Sensing Foundation ModelIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Di Wang Qiming Zhang Yufei Xu Jing Zhang Bo Du Dacheng Tao Guang Dai 253 316 0 08 Aug 2022
UFPMP-Det: Toward Accurate and Efficient Object Detection on Drone ImageryAAAI Conference on Artificial Intelligence (AAAI), 2021 Yecheng Huang Jiaxin Chen Di Huang 227 134 0 20 Dec 2021
SwinTrack: A Simple and Strong Baseline for Transformer Tracking Liting Lin Heng Fan Zhipeng Zhang Yong-mei Xu Haibin Ling ViT 250 435 0 02 Dec 2021
RCNet: Reverse Feature Pyramid and Cross-scale Shift Network for Object DetectionACM Multimedia (ACM MM), 2021 Zhuofan Zong Qianggang Cao B. Leng ObjD 144 15 0 23 Oct 2021
TOOD: Task-aligned One-stage Object Detection Chengjian Feng Yujie Zhong Yu Gao Matthew R. Scott Weilin Huang ObjD 333 1,035 0 17 Aug 2021
SSPNet: Scale Selection Pyramid Network for Tiny Person Detection from UAV Images Ming Hong Shuiwang Li Yuchao Yang Feiyu Zhu Qijun Zhao Li Lu ObjD 114 121 0 04 Jul 2021
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing DataIEEE International Conference on Computer Vision (ICCV), 2021 Oscar Manas Alexandre Lacoste Xavier Giró-i-Nieto David Vazquez Pau Rodríguez López 239 319 0 30 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsIEEE International Conference on Computer Vision (ICCV), 2021 Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 1.4K 27,758 0 25 Mar 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 262 325 0 16 Mar 2021
Dual Refinement Feature Pyramid Networks for Object Detection Jialiang Ma Bin Chen ObjD 230 34 0 03 Dec 2020
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020 Xiang Li Wenhai Wang Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 196 283 0 25 Nov 2020
Geography-Aware Self-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2020 Kumar Ayush Burak Uzkent Chenlin Meng Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon SSL 643 282 0 19 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 1.3K 53,875 0 22 Oct 2020
VarifocalNet: An IoU-aware Dense Object DetectorComputer Vision and Pattern Recognition (CVPR), 2020 Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 338 853 0 31 Aug 2020
Feature Pyramid TransformerEuropean Conference on Computer Vision (ECCV), 2020 Dong Zhang Hanwang Zhang Jinhui Tang Meng Wang Xiansheng Hua Qianru Sun ViT 180 289 0 18 Jul 2020
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection Xiang Li Wenhai Wang Lijun Wu Shuo Chen Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 325 1,547 0 08 Jun 2020
Exploring Self-attention for Image RecognitionComputer Vision and Pattern Recognition (CVPR), 2020 Hengshuang Zhao Jiaya Jia V. Koltun SSL 245 877 0 28 Apr 2020
Density Map Guided Object Detection in Aerial Images Changlin Li Taojiannan Yang Sijie Zhu Chong Chen S. Guan 151 216 0 12 Apr 2020
Feature Pyramid Grids Kai-xiang Chen Yuhang Cao Chen Change Loy Dahua Lin Christoph Feichtenhofer 190 59 0 07 Apr 2020
Scale Match for Tiny Person DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Xuehui Yu Yuqi Gong Nan Jiang QiXiang Ye Zhenjun Han 184 284 0 23 Dec 2019
Axial Attention in Multidimensional Transformers Jonathan Ho Nal Kalchbrenner Dirk Weissenborn Tim Salimans 238 612 0 20 Dec 2019
AugFPN: Improving Multi-scale Feature Learning for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Chaoxu Guo Bin Fan Qian Zhang Shiming Xiang Chunhong Pan ObjD 130 445 0 11 Dec 2019
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample SelectionComputer Vision and Pattern Recognition (CVPR), 2019 Shifeng Zhang Cheng Chi Yongqiang Yao Zhen Lei Stan Z. Li ObjD 537 1,843 0 05 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning LibraryNeural Information Processing Systems (NeurIPS), 2019 Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 956 48,192 0 03 Dec 2019
EfficientDet: Scalable and Efficient Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Mingxing Tan Ruoming Pang Quoc V. Le 814 6,138 0 20 Nov 2019
Object Detection in Optical Remote Sensing Images: A Survey and A New BenchmarkIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2019 Ke Li G. Wan Gong Cheng L. Meng Junwei Han 285 1,771 0 31 Aug 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Yuan Liu Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 490 3,224 0 17 Jun 2019
Stand-Alone Self-Attention in Vision ModelsNeural Information Processing Systems (NeurIPS), 2019 Prajit Ramachandran Niki Parmar Ashish Vaswani Irwan Bello Anselm Levskaya Jonathon Shlens VLM SLR ViT 340 1,317 0 13 Jun 2019
Clustered Object Detection in Aerial Images Fan Yang Heng Fan Peng Chu Erik P. Blasch Haibin Ling 138 337 0 16 Apr 2019
Prime Sample Attention in Object Detection Yuhang Cao Kai-xiang Chen Chen Change Loy Dahua Lin ObjD 158 223 0 09 Apr 2019
Libra R-CNN: Towards Balanced Learning for Object Detection Jiangmiao Pang Kai-xiang Chen Jianping Shi H. Feng Wanli Ouyang Dahua Lin ObjD 226 1,421 0 04 Apr 2019
Feature Selective Anchor-Free Module for Single-Shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Chenchen Zhu Yihui He Marios Savvides ObjD 261 870 0 02 Mar 2019
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 596 6,924 0 05 Mar 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 494 5,654 0 03 Dec 2017
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.6K 158,651 0 12 Jun 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 1.3K 25,004 0 09 Dec 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 3.6K 215,113 0 10 Dec 2015
You Only Look Once: Unified, Real-Time Object DetectionComputer Vision and Pattern Recognition (CVPR), 2015 Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 1.4K 42,037 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015 Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 1.4K 68,769 0 04 Jun 2015
Very Deep Convolutional Networks for Large-Scale Image RecognitionInternational Conference on Learning Representations (ICLR), 2014 Karen Simonyan Andrew Zisserman FAtt MDE 3.5K 107,674 0 04 Sep 2014