Research

Papers for “object detection”

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

Title	Authors	Year	Source
Uncertainty-Aware Voxel based 3D Object Detection and Tracking with von-Mises Loss	Yuanxin Zhong, Minghan Zhu, Huei Peng	2020	arxiv 2011.02553
RCBEVDet: Radar-camera Fusion in Bird's Eye View for 3D Object Detection	Zhiwei Lin, Zhe Liu, Zhongyu Xia	2024	arxiv 2403.16440
Model Agnostic Defense against Adversarial Patch Attacks on Object Detection in Unmanned Aerial Vehicles	Saurabh Pathak, Samridha Shrestha, Abdelrahman AlMahmoud	2024	arxiv 2405.19179
Energy Drain of the Object Detection Processing Pipeline for Mobile Devices: Analysis and Implications	Haoxin Wang, BaekGyu Kim, Jiang Xie	2020	arxiv 2011.13075
Towards Robust Object Detection: Bayesian RetinaNet for Homoscedastic Aleatoric Uncertainty Modeling	Natalia Khanzhina, Alexey Lapenok, Andrey Filchenkov	2021	arxiv 2108.00784
Enhanced Object Detection via Fusion With Prior Beliefs from Image Classification	Yilun Cao, Hyungtae Lee, Heesung Kwon	2016	arxiv 1610.06907
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach	Kailas PS, Selvakumaran R, Palani Murugan	2024	arxiv 2412.10453
Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection	Junran Peng, Ming Sun, Zhaoxiang Zhang	2019	arxiv 1909.02293
End-to-End Video Object Detection with Spatial-Temporal Transformers	Lu He, Qianyu Zhou, Xiangtai Li	2021	arxiv 2105.10920
Identifying Label Errors in Object Detection Datasets by Loss Inspection	Marius Schubert, Tobias Riedlinger, Karsten Kahl	2023	arxiv 2303.06999
BG-YOLO: A Bidirectional-Guided Method for Underwater Object Detection	Jian Zhang, Ruiteng Zhang, Xinyue Yan	2024	arxiv 2404.08979
Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection	Di Feng, Zining Wang, Yiyang Zhou	2020	arxiv 2012.12195
3D Cascade RCNN: High Quality Object Detection in Point Clouds	Qi Cai, Yingwei Pan, Ting Yao	2022	arxiv 2211.08248
Open World Object Detection in the Era of Foundation Models	Orr Zohar, Alejandro Lozano, Shelly Goel	2023	arxiv 2312.05745
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges	Jian Ding, Nan Xue, Gui-Song Xia	2021	arxiv 2102.12219
RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement	Kiwoo Shin, Youngwook Paul Kwon, Masayoshi Tomizuka	2018	arxiv 1811.03818
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors	Jingru Yi, Pengxiang Wu, Bo Liu	2020	arxiv 2008.07043
RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images	Ziteng Cui, Yingying Zhu, Lin Gu	2022	arxiv 2201.02314
Rotated Object Detection via Scale-invariant Mahalanobis Distance in Aerial Images	Siyang Wen, Wei Guo, Yi Liu	2022	arxiv 2204.00840
Radar-Lidar Fusion for Object Detection by Designing Effective Convolution Networks	Farzeen Munir, Shoaib Azam, Tomasz Kucner	2023	arxiv 2310.19405

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