Research

Papers for “object detection”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment	Hongqi Zhang, He Sun, Hongmin Gao	2024	arxiv 2411.16772
3D Object Detection with Pointformer	Xuran Pan, Zhuofan Xia, Shiji Song	2020	arxiv 2012.11409
RelationRS: Relationship Representation Network for Object Detection in Aerial Images	Zhiming Liu, Xuefei Zhang, Chongyang Liu	2021	arxiv 2110.06730
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection	Jiachen Li, Bowen Cheng, Rogerio Feris	2021	arxiv 2104.14082
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices	Marina Neseem, Sherief Reda	2021	arxiv 2108.06850
RGBT Salient Object Detection: A Large-scale Dataset and Benchmark	Zhengzheng Tu, Yan Ma, Zhun Li	2020	arxiv 2007.03262
SODA: Site Object Detection dAtaset for Deep Learning in Construction	Rui Duan, Hui Deng, Mao Tian	2022	arxiv 2202.09554
R(Det)^2: Randomized Decision Routing for Object Detection	Ya-Li Li, Shengjin Wang	2022	arxiv 2204.00794
Enabling 3D Object Detection with a Low-Resolution LiDAR	Lin Bai, Yiming Zhao, Xinming Huang	2021	arxiv 2105.01765
Plug & Play Convolutional Regression Tracker for Video Object Detection	Ye Lyu, Michael Ying Yang, George Vosselman	2020	arxiv 2003.00981
Enhanced Object Detection in Floor-plan through Super Resolution	Dev Khare, N S Kamal, Barathi Ganesh HB	2021	arxiv 2112.09844
Exploring 2D Data Augmentation for 3D Monocular Object Detection	Sugirtha T, Sridevi M, Khailash Santhakumar	2021	arxiv 2104.10786
MonoGRNet: A General Framework for Monocular 3D Object Detection	Zengyi Qin, Jinglu Wang, Yan Lu	2021	arxiv 2104.08797
Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications	Hankyul Baek, Donghyeon Kim, Joongheon Kim	2023	arxiv 2401.01370
Extended Feature Pyramid Network for Small Object Detection	Chunfang Deng, Mengmeng Wang, Liang Liu	2020	arxiv 2003.07021
Adaptive Object Detection with Dual Multi-Label Prediction	Zhen Zhao, Yuhong Guo, Haifeng Shen	2020	arxiv 2003.12943
Cross-Modality Fusion Transformer for Multispectral Object Detection	Fang Qingyun, Han Dapeng, Wang Zhaokui	2021	arxiv 2111.00273
DOTA: A Large-scale Dataset for Object Detection in Aerial Images	Gui-Song Xia, Xiang Bai, Jian Ding	2017	arxiv 1711.10398
UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking	Longyin Wen, Dawei Du, Zhaowei Cai	2015	arxiv 1511.04136
Comprehensive Analysis of the Object Detection Pipeline on UAVs	Leon Amadeus Varga, Sebastian Koch, Andreas Zell	2022	arxiv 2203.00306

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