Research

Papers for “object detection”

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

Title	Authors	Year	Source
Intelligent Railroad Grade Crossing: Leveraging Semantic Segmentation and Object Detection for Enhanced Safety	Al Amin, Deo Chimba, Kamrul Hasan	2024	arxiv 2403.11060
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation	Gang Li, Xiang Li, Yujie Wang	2021	arxiv 2112.04840
Toward Accurate Camera-based 3D Object Detection via Cascade Depth Estimation and Calibration	Chaoqun Wang, Yiran Qin, Zijian Kang	2024	arxiv 2402.04883
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection	Francesco Barbato, Umberto Michieli, Jijoong Moon	2024	arxiv 2407.01193
SCLNet: A Scale-Robust Complementary Learning Network for Object Detection in UAV Images	Xuexue Li	2024	arxiv 2409.07024
Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and Baseline	Peifu Liu, Huiyan Bai, Tingfa Xu	2025	arxiv 2504.02416
RayFormer: Improving Query-Based Multi-Camera 3D Object Detection via Ray-Centric Strategies	Xiaomeng Chu, Jiajun Deng, Guoliang You	2024	arxiv 2407.14923
HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection	Zijian Gu, Jianwei Ma, Yan Huang	2024	arxiv 2412.11489
Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds	Bowen Cheng, Lu Sheng, Shaoshuai Shi	2021	arxiv 2104.06114
Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations	Wenjie Pei, Shuang Wu, Dianwen Mei	2022	arxiv 2207.12049
SC-MII: Infrastructure LiDAR-based 3D Object Detection on Edge Devices for Split Computing with Multiple Intermediate Outputs Integration	Taisuke Noguchi, Takayuki Nishio, Takuya Azumi	2026	arxiv 2601.07119
P2M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking	Gourav Datta, Souvik Kundu, Zihan Yin	2022	arxiv 2205.14285
Modeling Visual Context is Key to Augmenting Object Detection Datasets	Nikita Dvornik, Julien Mairal, Cordelia Schmid	2018	arxiv 1807.07428
Unidentified Floating Object detection in maritime environment using dictionary learning	Darshan Venkatrayappa, Agnès Desolneux, Jean-Michel Hubert	2020	arxiv 2007.15757
SFGNet: Semantic and Frequency Guided Network for Camouflaged Object Detection	Dezhen Wang, Haixiang Zhao, Xiang Shen	2025	arxiv 2509.11539
ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception	Tung-I Chen, Jen-Wei Wang, Winston H. Hsu	2021	arxiv 2108.01477
A Human-in-the-Middle Attack against Object Detection Systems	Han Wu, Sareh Rowlands, Johan Wahlstrom	2022	arxiv 2208.07174
Efficient Object Detection of Marine Debris using Pruned YOLO Model	Abi Aryaza, Novanto Yudistira, Tibyani	2025	arxiv 2501.16571
Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences	Danil Kuzin, Olga Isupova, Lyudmila Mihaylova	2017	arxiv 1705.00002
Points as Queries: Weakly Semi-supervised Object Detection by Points	Liangyu Chen, Tong Yang, Xiangyu Zhang	2021	arxiv 2104.07434

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