Research

Papers for “object detection”

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

Title	Authors	Year	Source
Towards Large Scale Geostatistical Methane Monitoring with Part-based Object Detection	Adhemar de Senneville, Xavier Bou, Thibaud Ehret	2025	arxiv 2507.18513
LDRFusion: A LiDAR-Dominant multimodal refinement framework for 3D object detection	Jijun Wang, Yan Wu, Yujian Mo	2025	arxiv 2507.16224
StripDet: Strip Attention-Based Lightweight 3D Object Detection from Point Cloud	Weichao Wang, Wendong Mao, Zhongfeng Wang	2025	arxiv 2509.05954
Synthetic-to-Real Object Detection using YOLOv11 and Domain Randomization Strategies	Luisa Torquato Niño, Hamza A. A. Gardi	2025	arxiv 2509.15045
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving	Ferhat Ozgur Catak, Tao Yue, Shaukat Ali	2021	arxiv 2107.04991
Addressing Multiple Salient Object Detection via Dual-Space Long-Range Dependencies	Bowen Deng, Andrew P. French, Michael P. Pound	2021	arxiv 2111.03195
A Fixation-based 360{\deg} Benchmark Dataset for Salient Object Detection	Yi Zhang, Lu Zhang, Wassim Hamidouche	2020	arxiv 2001.07960
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications	Liam Boyle, Nicolas Baumann, Seonyeong Heo	2023	arxiv 2311.07163
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection	Phi Vu Tran	2023	arxiv 2303.05739
SparseLIF: High-Performance Sparse LiDAR-Camera Fusion for 3D Object Detection	Hongcheng Zhang, Liu Liang, Pengxin Zeng	2024	arxiv 2403.07284
Context-aware Multi-Model Object Detection for Diversely Heterogeneous Compute Systems	Justin Davis, Mehmet E. Belviranli	2024	arxiv 2402.07415
SDNIA-YOLO: A Robust Object Detection Model for Extreme Weather Conditions	Yuexiong Ding, Xiaowei Luo	2024	arxiv 2406.12395
Motion Robust High-Speed Light-Weighted Object Detection With Event Camera	Bingde Liu, Chang Xu, Wen Yang	2022	arxiv 2208.11602
Transforming Static Images Using Generative Models for Video Salient Object Detection	Suhwan Cho, Minhyeok Lee, Jungho Lee	2024	arxiv 2411.13975
Paint and Distill: Boosting 3D Object Detection with Semantic Passing Network	Bo Ju, Zhikang Zou, Xiaoqing Ye	2022	arxiv 2207.05497
3DLG-Detector: 3D Object Detection via Simultaneous Local-Global Feature Learning	Baian Chen, Liangliang Nan, Haoran Xie	2022	arxiv 2208.14796
Flow-Based Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection	Haibao Yu, Yingjuan Tang, Enze Xie	2023	arxiv 2311.01682
Joint Object Detection and Multi-Object Tracking with Graph Neural Networks	Yongxin Wang, Kris Kitani, Xinshuo Weng	2020	arxiv 2006.13164
Referring Camouflaged Object Detection With Multi-Context Overlapped Windows Cross-Attention	Yu Wen, Shuyong Gao, Shuping Zhang	2025	arxiv 2511.13249
Guided Focal Stack Refinement Network for Light Field Salient Object Detection	Bo Yuan, Yao Jiang, Keren Fu	2023	arxiv 2305.05260

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