Research

Papers for “object detection”

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

Title	Authors	Year	Source
H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection	Yi Yu, Xue Yang, Qingyun Li	2023	arxiv 2304.04403
Enhancing Rotated Object Detection via Anisotropic Gaussian Bounding Box and Bhattacharyya Distance	Chien Thai, Mai Xuan Trang, Huong Ninh	2025	arxiv 2510.16445
MODA: The First Challenging Benchmark for Multispectral Object Detection in Aerial Images	Shuaihao Han, Tingfa Xu, Peifu Liu	2025	arxiv 2512.09489
COD10K-C: Benchmarking Robustness of Camouflaged Object Detection Under Natural Image Corruptions	Arafat Hossain Sayem	2026	arxiv 2606.02603
Multiple receptive fields and small-object-focusing weakly-supervised segmentation network for fast object detection	Siyang Sun, Yingjie Yin, Xingang Wang	2019	arxiv 1904.12619
3D Object Detection Method Based on YOLO and K-Means for Image and Point Clouds	Xuanyu Yin, Yoko Sasaki, Weimin Wang	2020	arxiv 2005.02132
Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts	Zhiwei Lin, Yongtao Wang, Zhi Tang	2024	arxiv 2410.05963
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems	Shu Hu, Chun-Hao Liu, Jayanta Dutta	2022	arxiv 2203.05983
VerifIoU -- Robustness of Object Detection to Perturbations	Noémie Cohen, Mélanie Ducoffe, Ryma Boumazouza	2024	arxiv 2403.08788
A Robust Local Binary Similarity Pattern for Foreground Object Detection	Dongdong Zeng, Ming Zhu, Hang Yang	2018	arxiv 1810.06797
Are object detection assessment criteria ready for maritime computer vision?	Dilip K. Prasad, Huixu Dong, Deepu Rajan	2018	arxiv 1809.04659
RoIMix: Proposal-Fusion among Multiple Images for Underwater Object Detection	Wei-Hong Lin, Jia-Xing Zhong, Shan Liu	2019	arxiv 1911.03029
Guided Attention Network for Object Detection and Counting on Drones	Yuanqiang Cai, Dawei Du, Libo Zhang	2019	arxiv 1909.11307
Deep Neural Network Compression for Image Classification and Object Detection	Georgios Tzelepis, Ahraz Asif, Saimir Baci	2019	arxiv 1910.02747
MatchDet: A Collaborative Framework for Image Matching and Object Detection	Jinxiang Lai, Wenlong Wu, Bin-Bin Gao	2023	arxiv 2312.10983
AdaScale: Towards Real-time Video Object Detection Using Adaptive Scaling	Ting-Wu Chin, Ruizhou Ding, Diana Marculescu	2019	arxiv 1902.02910
Open-set object detection: towards unified problem formulation and benchmarking	Hejer Ammar, Nikita Kiselov, Guillaume Lapouge	2024	arxiv 2411.05564
Multi-Task Cross-Modality Attention-Fusion for 2D Object Detection	Huawei Sun, Hao Feng, Georg Stettinger	2023	arxiv 2307.08339
DETR4D: Direct Multi-View 3D Object Detection with Sparse Attention	Zhipeng Luo, Changqing Zhou, Gongjie Zhang	2022	arxiv 2212.07849
You Do Not Need Additional Priors in Camouflage Object Detection	Yuchen Dong, Heng Zhou, Chengyang Li	2023	arxiv 2310.00702

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