Research

Papers for “object detection”

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

Title	Authors	Year	Source
Boosting Multi-View Indoor 3D Object Detection via Adaptive 3D Volume Construction	Runmin Zhang, Zhu Yu, Si-Yuan Cao	2025	arxiv 2507.18331
Towards Universal Physical Attacks On Cascaded Camera-Lidar 3D Object Detection Models	Mazen Abdelfattah, Kaiwen Yuan, Z. Jane Wang	2021	arxiv 2101.10747
Why Accuracy Is Not Enough: The Need for Consistency in Object Detection	Caleb Tung, Abhinav Goel, Fischer Bordwell	2022	arxiv 2207.13890
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images	Shuran Song, Jianxiong Xiao	2015	arxiv 1511.02300
Adversarial Defense Teacher for Cross-Domain Object Detection under Poor Visibility Conditions	Kaiwen Wang, Yinzhe Shen, Martin Lauer	2024	arxiv 2403.15786
Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection	Yuhao Huang, Sanping Zhou, Junjie Zhang	2023	arxiv 2304.02867
Computer Vision for Construction Progress Monitoring: A Real-Time Object Detection Approach	Jiesheng Yang, Andreas Wilde, Karsten Menzel	2023	arxiv 2305.15097
Explore Spatio-temporal Aggregation for Insubstantial Object Detection: Benchmark Dataset and Baseline	Kailai Zhou, Yibo Wang, Tao Lv	2022	arxiv 2206.11459
A Unified Structure for Efficient RGB and RGB-D Salient Object Detection	Peng Peng, Yong-Jie Li	2020	arxiv 2012.00437
Breaking the Illusion: Real-world Challenges for Adversarial Patches in Object Detection	Jakob Shack, Katarina Petrovic, Olga Saukh	2024	arxiv 2410.19863
Few-shot Class-incremental Learning for Classification and Object Detection: A Survey	Jinghua Zhang, Li Liu, Olli Silvén	2023	arxiv 2308.06764
GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection	Ziying Song, Lei Yang, Shaoqing Xu	2024	arxiv 2403.11848
Empirical Evaluation of Physical Adversarial Patch Attacks Against Overhead Object Detection Models	Gavin S. Hartnett, Li Ang Zhang, Caolionn O'Connell	2022	arxiv 2206.12725
On the Importance of Large Objects in CNN Based Object Detection Algorithms	Ahmed Ben Saad, Gabriele Facciolo, Axel Davy	2023	arxiv 2311.11714
MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images	Nimra Dilawar, Sara Nadeem, Javed Iqbal	2025	arxiv 2503.03370
Speech-to-See: End-to-End Speech-Driven Open-Set Object Detection	Wenhuan Lu, Xinyue Song, Wenjun Ke	2025	arxiv 2509.16670
Knowledge Rectification for Camouflaged Object Detection: Unlocking Insights from Low-Quality Data	Juwei Guan, Xiaolin Fang, Donghyun Kim	2025	arxiv 2503.22180
YOLO-SPCI: Enhancing Remote Sensing Object Detection via Selective-Perspective-Class Integration	Xinyuan Wang, Lian Peng, Xiangcheng Li	2025	arxiv 2505.21370
SD4R: Sparse-to-Dense Learning for 3D Object Detection with 4D Radar	Xiaokai Bai, Jiahao Cheng, Songkai Wang	2026	arxiv 2602.20653
Robust Dynamic Object Detection in Cluttered Indoor Scenes via Learned Spatiotemporal Cues	Juan Rached, Yixuan Jia, Kota Kondo	2026	arxiv 2603.15826

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