Research

Papers for “object detection”

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

Title	Authors	Year	Source
DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection	Wanli Ouyang, Ping Luo, Xingyu Zeng	2014	arxiv 1409.3505
Sensor Fusion for Joint 3D Object Detection and Semantic Segmentation	Gregory P. Meyer, Jake Charland, Darshan Hegde	2019	arxiv 1904.11466
When Super-Resolution Meets Camouflaged Object Detection: A Comparison Study	Juan Wen, Shupeng Cheng, Peng Xu	2023	arxiv 2308.04370
YOLOv5-Based Object Detection for Emergency Response in Aerial Imagery	Sindhu Boddu, Arindam Mukherjee	2024	arxiv 2412.05394
PVANet: Lightweight Deep Neural Networks for Real-time Object Detection	Sanghoon Hong, Byungseok Roh, Kye-Hyeon Kim	2016	arxiv 1611.08588
DAC-SDC Low Power Object Detection Challenge for UAV Applications	Xiaowei Xu, Xinyi Zhang, Bei Yu	2018	arxiv 1809.00110
Visualizing Object Detection Features	Carl Vondrick, Aditya Khosla, Hamed Pirsiavash	2015	arxiv 1502.05461
Weakly-Supervised Salient Object Detection via Scribble Annotations	Jing Zhang, Xin Yu, Aixuan Li	2020	arxiv 2003.07685
Toward Realistic Camouflaged Object Detection: Benchmarks and Method	Zhimeng Xin, Tianxu Wu, Shiming Chen	2025	arxiv 2501.07297
Tube-CNN: Modeling temporal evolution of appearance for object detection in video	Tuan-Hung Vu, Anton Osokin, Ivan Laptev	2018	arxiv 1812.02619
Knowledge Graph Driven UAV Cognitive Semantic Communication Systems for Efficient Object Detection	Xi Song, Lu Yuan, Zhibo Qu	2024	arxiv 2401.13995
PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point Clouds	Jinyu Li, Chenxu Luo, Xiaodong Yang	2023	arxiv 2305.04925
MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability	Paul Hill, Zhiming Liu, Nantheera Anantrasirichai	2025	arxiv 2503.17700
Evaluating the Performance of Open-Vocabulary Object Detection in Low-quality Image	Po-Chih Wu	2025	arxiv 2512.22801
V3Det Challenge 2024 on Vast Vocabulary and Open Vocabulary Object Detection: Methods and Results	Jiaqi Wang, Yuhang Zang, Pan Zhang	2024	arxiv 2406.11739
Cross-Modal Attentional Context Learning for RGB-D Object Detection	Guanbin Li, Yukang Gan, Hejun Wu	2018	arxiv 1810.12829
Deep Optics for Monocular Depth Estimation and 3D Object Detection	Julie Chang, Gordon Wetzstein	2019	arxiv 1904.08601
Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection	Ziteng Cui, Guo-Jun Qi, Lin Gu	2022	arxiv 2205.03346
Point RCNN: An Angle-Free Framework for Rotated Object Detection	Qiang Zhou, Chaohui Yu, Zhibin Wang	2022	arxiv 2205.14328
RTGen: Generating Region-Text Pairs for Open-Vocabulary Object Detection	Fangyi Chen, Han Zhang, Zhantao Yang	2024	arxiv 2405.19854

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