SpecDETR: A Transformer-based Hyperspectral Point Object Detection Network

16 May 2024

Papers citing "SpecDETR: A Transformer-based Hyperspectral Point Object Detection Network"

50 / 53 papers shown

Title
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos C. Xiao W. An Y. Zhang Z. Su M. Li W. Sheng M. Pietikäinen L. Liu 153 7 0 24 Nov 2024
YOLOv10: Real-Time End-to-End Object Detection Ao Wang Hui Chen Lihao Liu Kai Chen Zijia Lin Jungong Han Guiguang Ding 3DH 78 1,007 0 23 May 2024
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector Yu Fu Yu Wang Yixuan Pan Lian Huai Xingyu Qiu Zeyu Shangguan Tong Liu Yanwei Fu Luc Van Gool Xingqun Jiang 88 16 0 05 Feb 2024
Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques R. Thoreau Laurent Risser V. Achard Béatrice Berthelot X. Briottet 67 5 0 15 Nov 2023
Object Detection in Hyperspectral Image via Unified Spectral-Spatial Feature Aggregation Xiaohua He Chang-Fu Tang Xinwang Liu Wei Zhang Kun Sun Jiangfeng Xu 48 19 0 14 Jun 2023
GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection Meiqi Hu Chen Wu Lefei Zhang 86 18 0 18 Apr 2023
DETRs Beat YOLOs on Real-time Object Detection Yian Zhao Wenyu Lv Shangliang Xu Jinman Wei Guanzhong Wang Qingqing Dang Yi Liu Cheng Cui 61 877 0 17 Apr 2023
MethaneMapper: Spectral Absorption aware Hyperspectral Transformer for Methane Detection Satish Kumar Ivan Arevalo A S M Iftekhar B. S. Manjunath 40 16 0 05 Apr 2023
You Only Train Once: Learning a General Anomaly Enhancement Network with Random Masks for Hyperspectral Anomaly Detection Zhaoxu Li Yingqian Wang Chao Xiao Qi Ling Zaiping Lin Wei An 39 35 0 31 Mar 2023
Plant species richness prediction from DESIS hyperspectral data: A comparison study on feature extraction procedures and regression models Yiqing Guo K. Mokany C. Ong P. Moghadam S. Ferrier S. Levick 36 19 0 05 Jan 2023
UIU-Net: U-Net in U-Net for Infrared Small Object Detection Xin Wu Danfeng Hong Jocelyn Chanussot ObjD 51 451 0 02 Dec 2022
DETRs with Collaborative Hybrid Assignments Training Zhuofan Zong Guanglu Song Yu Liu ViT 76 314 0 22 Nov 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks Gong Cheng Xiang Yuan Xiwen Yao Ke Yan Qinghua Zeng Xingxing Xie Junwei Han ObjD 67 313 0 28 Jul 2022
Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment Qiang Chen Xiaokang Chen Jian Wang Shan Zhang Kun Yao Haocheng Feng Junyu Han Errui Ding Gang Zeng Jingdong Wang ViT 77 123 0 26 Jul 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 141 1,399 0 07 Mar 2022
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising Feng Li Hao Zhang Shi-guang Liu Jian Guo L. Ni Lei Zhang ViT 104 660 0 02 Mar 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang Xiaohu Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 251 740 0 28 Jan 2022
TOOD: Task-aligned One-stage Object Detection Chengjian Feng Yujie Zhong Yu Gao Matthew R. Scott Weilin Huang ObjD 45 726 0 17 Aug 2021
Conditional DETR for Fast Training Convergence Depu Meng Xiaokang Chen Zejia Fan Gang Zeng Houqiang Li Yuhui Yuan Lei-huan Sun Jingdong Wang ViT 54 615 0 13 Aug 2021
PVT v2: Improved Baselines with Pyramid Vision Transformer Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 85 1,634 0 25 Jun 2021
Dense Nested Attention Network for Infrared Small Target Detection Boyang Li Chao Xiao Longguang Wang Yingqian Wang Zaiping Lin Miao Li W. An Yulan Guo 45 417 0 01 Jun 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 375 21,175 0 25 Mar 2021
Attentional Local Contrast Networks for Infrared Small Target Detection Yimian Dai Yiquan Wu Fei Zhou Kobus Barnard 44 400 0 15 Dec 2020
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals Pei Sun Rufeng Zhang Yi Jiang Tao Kong Chenfeng Xu ... Masayoshi Tomizuka Lei Li Zehuan Yuan Changhu Wang Ping Luo ObjD 87 1,085 0 25 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 178 4,993 0 08 Oct 2020
Asymmetric Contextual Modulation for Infrared Small Target Detection Yimian Dai Yiquan Wu Fei Zhou Kobus Barnard 50 374 0 30 Sep 2020
Probabilistic Anchor Assignment with IoU Prediction for Object Detection Kang-jik Kim Hee Seok Lee 143 393 0 16 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 322 12,906 0 26 May 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 84 1,471 0 19 Apr 2020
Designing Network Design Spaces Ilija Radosavovic Raj Prateek Kosaraju Ross B. Girshick Kaiming He Piotr Dollár GNN 88 1,672 0 30 Mar 2020
CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection Zhiwei Dong Guoxuan Li Yue Liao Fei Wang Pengju Ren Chao Qian 3DPC 59 162 0 20 Mar 2020
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 145 1,527 0 05 Dec 2019
FreeAnchor: Learning to Match Anchors for Visual Object Detection Xiaosong Zhang Fang Wan Chang-rui Liu Rongrong Ji QiXiang Ye ObjD 36 259 0 05 Sep 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 128 2,845 0 17 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 127 17,950 0 28 May 2019
RepPoints: Point Set Representation for Object Detection Ze Yang Shaohui Liu Han Hu Liwei Wang Stephen Lin 3DPC 95 866 0 25 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 98 3,240 0 16 Apr 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip Torr 100 2,369 0 02 Apr 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 136 4,114 0 25 Feb 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 114 4,024 0 25 Feb 2019
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 65 3,598 0 03 Aug 2018
DOTA: A Large-scale Dataset for Object Detection in Aerial Images Gui-Song Xia X. Bai Jian Ding Zhen Zhu Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Liangpei Zhang ObjD 121 2,154 0 28 Nov 2017
Multiple Instance Hybrid Estimator for Hyperspectral Target Characterization and Sub-pixel Target Detection Changzhe Jiao Chao Chen R. McGarvey Stephanie A. Bohlman Licheng Jiao Alina Zare 35 44 0 31 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 526 129,831 0 12 Jun 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 190 5,291 0 17 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 465 10,281 0 16 Nov 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 316 10,412 0 21 Jul 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 113 5,017 0 22 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 618 36,643 0 08 Jun 2015