Research

Papers for “object detection”

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

Title	Authors	Year	Source
The H3D Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes	Abhishek Patil, Srikanth Malla, Haiming Gang	2019	arxiv 1903.01568
On Applying Machine Learning/Object Detection Models for Analysing Digitally Captured Physical Prototypes from Engineering Design Projects	Jorgen F. Erichsen, Sampsa Kohtala, Martin Steinert	2019	arxiv 1905.03697
ADA: A Game-Theoretic Perspective on Data Augmentation for Object Detection	Sima Behpour, Kris M. Kitani, Brian D. Ziebart	2017	arxiv 1710.07735
Exploring Image Enhancement for Salient Object Detection in Low Light Images	Xin Xu, Shiqin Wang, Zheng Wang	2020	arxiv 2007.16124
Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection	Sumesh Thakur, Jiju Peethambaran	2020	arxiv 2009.08253
MOSE: Boosting Vision-based Roadside 3D Object Detection with Scene Cues	Xiahan Chen, Mingjian Chen, Sanli Tang	2024	arxiv 2404.05280
Unsupervised Image-generation Enhanced Adaptation for Object Detection in Thermal images	Peng Liu, Fuyu Li, Wanyi Li	2020	arxiv 2002.06770
End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection	Rui Qian, Divyansh Garg, Yan Wang	2020	arxiv 2004.03080
Language-Driven Active Learning for Diverse Open-Set 3D Object Detection	Ross Greer, Bj\ork Antoniussen, Andreas M\ogelmose	2024	arxiv 2404.12856
Cross-domain Multi-modal Few-shot Object Detection via Rich Text	Zeyu Shangguan, Daniel Seita, Mohammad Rostami	2024	arxiv 2403.16188
Stereo RGB and Deeper LIDAR Based Network for 3D Object Detection	Qingdong He, Zhengning Wang, Hao Zeng	2020	arxiv 2006.05187
GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection	Abhinav Kumar, Garrick Brazil, Xiaoming Liu	2021	arxiv 2103.17202
Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection	Mirae Do, Seogkyu Jeon, Pilhyeon Lee	2022	arxiv 2207.09613
Domain Adaptive Faster R-CNN for Object Detection in the Wild	Yuhua Chen, Wen Li, Christos Sakaridis	2018	arxiv 1803.03243
Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework	Qiang Zhou, Chaohui Yu, Zhibin Wang	2021	arxiv 2103.11402
CoGoal3D: Collaborative 3D Object Detection with 3D-Aware Fusion and Refinement	Zhihao Yang, Zhiyu Xiang, Peng Xu	2026	arxiv 2607.19036
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track	Zehao Huang, Zehui Chen, Qiaofei Li	2020	arxiv 2008.01365
On the Distribution of Salient Objects in Web Images and its Influence on Salient Object Detection	Boris Schauerte, Rainer Stiefelhagen	2015	arxiv 1501.03383
H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection	Xue Yang, Gefan Zhang, Wentong Li	2022	arxiv 2210.06742
RILOD: Near Real-Time Incremental Learning for Object Detection at the Edge	Dawei Li, Serafettin Tasci, Shalini Ghosh	2019	arxiv 1904.00781

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