Research

Papers for “object detection”

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

Title	Authors	Year	Source
SO-DETR: Leveraging Dual-Domain Features and Knowledge Distillation for Small Object Detection	Huaxiang Zhang, Hao Zhang, Aoran Mei	2025	arxiv 2504.11470
FGAA-FPN: Foreground-Guided Angle-Aware Feature Pyramid Network for Oriented Object Detection	Jialin Ma	2026	arxiv 2602.10710
AMIEOD: Adaptive Multi-Experts Image Enhancement for Object Detection in Low-Illumination Scenes	Xiaochen Huang, Honggang Chen, Weicheng Zhang	2026	arxiv 2605.06084
Small Object Detection in Industrial Recycling: A New Dataset and YOLO Performance Evaluation	Oussama Messai, Abbass Zein-Eddine, Abdelouahid Bentamou	2026	arxiv 2605.26884
Weakly Supervised Camouflaged Object Detection Based on the SAM Model and Mask Guidance	Xia Li, Xinran Liu, Lin Qi	2026	arxiv 2605.25385
EGM-Det: Entropy-Guided Multimodal Adaptive Fusion for UAV RGB-IR Object Detection	Cunzheng Fan, Dawei Yan, Guanlin Wang	2026	arxiv 2608.11685
Deformable DETR: Deformable Transformers for End-to-End Object Detection	Xizhou Zhu, Weijie Su, Lewei Lu	2020	arxiv 2010.04159
Point Pair Feature based Object Detection for Random Bin Picking	Wim Abbeloos, Toon Goedemé	2016	arxiv 1612.01288
Dynamic Supervisor for Cross-dataset Object Detection	Ze Chen, Zhihang Fu, Jianqiang Huang	2022	arxiv 2204.00183
Multiple Anchor Learning for Visual Object Detection	Wei Ke, Tianliang Zhang, Zeyi Huang	2019	arxiv 1912.02252
Region Refinement Network for Salient Object Detection	Zhuotao Tian, Hengshuang Zhao, Michelle Shu	2019	arxiv 1906.11443
Lightweight Transformer Backbone for Medical Object Detection	Yifan Zhang, Haoyu Dong, Nicholas Konz	2021	arxiv 2111.11546
Dense Learning based Semi-Supervised Object Detection	Binghui Chen, Pengyu Li, Xiang Chen	2022	arxiv 2204.07300
BadODD: Bangladeshi Autonomous Driving Object Detection Dataset	Mirza Nihal Baig, Rony Hajong, Mahdi Murshed Patwary	2024	arxiv 2401.10659
Spatial Transform Decoupling for Oriented Object Detection	Hongtian Yu, Yunjie Tian, Qixiang Ye	2023	arxiv 2308.10561
A Light Perspective for 3D Object Detection	Marcelo Eduardo Pederiva, José Mario De Martino, Alessandro Zimmer	2025	arxiv 2503.07133
Task-Specific Context Decoupling for Object Detection	Jiayuan Zhuang, Zheng Qin, Hao Yu	2023	arxiv 2303.01047
Deep Contrast Learning for Salient Object Detection	Guanbin Li, Yizhou Yu	2016	arxiv 1603.01976
Object Detection Networks on Convolutional Feature Maps	Shaoqing Ren, Kaiming He, Ross Girshick	2015	arxiv 1504.06066
Few-Shot Learning for Road Object Detection	Anay Majee, Kshitij Agrawal, Anbumani Subramanian	2021	arxiv 2101.12543

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