Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images

25 March 2023

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Papers citing "Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images"

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Title
AD-Det: Boosting Object Detection in UAV Images with Focused Small Objects and Balanced Tail Classes Zhenteng Li Sheng Lian Dengfeng Pan Yijiao Wang Wei Liu 127 0 0 08 Apr 2025
HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes Changfeng Feng Zhenyuan Chen Renke Kou Chunping Wang Jian Yang Ming-Ming Cheng Xiangbo Shu Yimian Dai 99 6 0 30 Sep 2024
Cross-Layer Feature Pyramid Transformer for Small Object Detection in Aerial Images Zewen Du Zhenjiang Hu Guiyu Zhao Ying Jin Hongbin Ma ViT 92 2 0 29 Jul 2024
A DeNoising FPN With Transformer R-CNN for Tiny Object Detection Hou-I Liu Yu-Wen Tseng Kai-Cheng Chang Pin-Jyun Wang Hong-Han Shuai Wen-Huang Cheng ViT ObjD 113 29 0 09 Jun 2024
YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications Chuyin Li Lu Li Hongliang Jiang Kaiheng Weng Yifei Geng ... Linyuan Zhou Xiaoming Xu Xiangxiang Chu Xiaoming Wei Xiaolin K. Wei ObjD 132 1,812 0 07 Sep 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 170 6,571 0 06 Jul 2022
Focus-and-Detect: A Small Object Detection Framework for Aerial Images Onur Can Koyun Reyhan Kevser Keser Ibrahim Batuhan Akkaya B. U. Toreyin ObjD 81 72 0 24 Mar 2022
UFPMP-Det: Toward Accurate and Efficient Object Detection on Drone Imagery Yecheng Huang Jiaxin Chen Di Huang 134 103 0 20 Dec 2021
Focal and Global Knowledge Distillation for Detectors Zhendong Yang Zhe Li Xiaohu Jiang Yuan Gong Zehuan Yuan Danpei Zhao Chun Yuan FedML ObjD 69 259 0 23 Nov 2021
Group Fisher Pruning for Practical Network Compression Liyang Liu Shilong Zhang Zhanghui Kuang Aojun Zhou Jingliang Xue Xinjiang Wang Yimin Chen Wenming Yang Q. Liao Wayne Zhang 81 149 0 02 Aug 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 165 4,105 0 18 Jul 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 108 233 0 16 Mar 2021
Fine-Grained Dynamic Head for Object Detection Lin Song Yanwei Li Zhengkai Jiang Zeming Li Hongbin Sun Jian Sun N. Zheng ObjD 71 43 0 07 Dec 2020
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection Xiang Li Wenhai Wang Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 59 243 0 25 Nov 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 82 1,203 0 08 Jun 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 176 12,301 0 23 Apr 2020
Density Map Guided Object Detection in Aerial Images Changlin Li Taojiannan Yang Sijie Zhu Chong Chen S. Guan 62 176 0 12 Apr 2020
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference Thomas Verelst Tinne Tuytelaars 60 153 0 06 Dec 2019
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection Shifeng Zhang Cheng Chi Yongqiang Yao Zhen Lei Stan Z. Li ObjD 169 1,548 0 05 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 556 42,639 0 03 Dec 2019
GhostNet: More Features from Cheap Operations Kai Han Yunhe Wang Qi Tian Jianyuan Guo Chunjing Xu Chang Xu 99 2,690 0 27 Nov 2019
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications Pengyi Zhang Yunxin Zhong Xiaoqiong Li 63 202 0 25 Jul 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 179 2,883 0 17 Jun 2019
NAS-FCOS: Fast Neural Architecture Search for Object Detection Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang ObjD 91 193 0 11 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 172 18,193 0 28 May 2019
Searching for MobileNetV3 Andrew G. Howard Mark Sandler Grace Chu Liang-Chieh Chen Bo Chen ... Yukun Zhu Ruoming Pang Vijay Vasudevan Quoc V. Le Hartwig Adam 382 6,811 0 06 May 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 122 2,700 0 17 Apr 2019
Clustered Object Detection in Aerial Images Fan Yang Heng Fan Peng Chu Erik P. Blasch Haibin Ling 75 275 0 16 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 143 5,018 0 02 Apr 2019
ThunderNet: Towards Real-time Generic Object Detection Zheng Qin Zeming Li Zhaoning Zhang Yiping Bao Gang Yu Yuxing Peng Jian Sun ObjD 65 256 0 28 Mar 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 84 797 0 02 Mar 2019
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 212 2,552 0 28 Nov 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 181 5,012 0 30 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 227 16,604 0 17 Jul 2018
Vision Meets Drones: A Challenge Peng Fei Zhu Longyin Wen Xiao Bian Haibin Ling Q. Hu 74 402 0 20 Apr 2018
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking Dawei Du Yuankai Qi Hongyang Yu Yi-Fan Yang Kaiwen Duan Guorong Li Wentao Zhang Qingming Huang Q. Tian 91 671 0 26 Mar 2018
Group Normalization Yuxin Wu Kaiming He 245 3,676 0 22 Mar 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 213 19,353 0 13 Jan 2018
Learning Efficient Convolutional Networks through Network Slimming Zhuang Liu Jianguo Li Zhiqiang Shen Gao Huang Shoumeng Yan Changshui Zhang 130 2,426 0 22 Aug 2017
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun AI4TS 147 6,886 0 04 Jul 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,900 0 17 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 372 27,253 0 20 Mar 2017
Spatially Adaptive Computation Time for Residual Networks Michael Figurnov Maxwell D. Collins Yukun Zhu Li Zhang Jonathan Huang Dmitry Vetrov Ruslan Salakhutdinov 75 351 0 07 Dec 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 180 3,714 0 27 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 533 62,409 0 04 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,875 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 295 26,223 0 11 Nov 2013