Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks

27 November 2024

Papers citing "Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks"

24 / 24 papers shown

Title
Pedestrian Detection in Low-Light Conditions: A Comprehensive Survey Bahareh Ghari Ali Tourani A. Shahbahrami Georgi Gaydadjiev 51 23 0 15 Jan 2024
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Chengqi Lyu Wenwei Zhang Haian Huang Yue Zhou Yudong Wang Yanyi Liu Shilong Zhang Kai-xiang Chen ObjD 101 406 0 14 Dec 2022
Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection Maoxun Yuan Yinyan Wang Xingxing Wei 104 50 0 28 Sep 2022
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection Yingwei Li Adams Wei Yu Tianjian Meng Benjamin Caine Jiquan Ngiam ... Yifeng Lu Denny Zhou Quoc V. Le Alan Yuille Mingxing Tan 3DPC 109 343 0 15 Mar 2022
Object Detection in Autonomous Vehicles: Status and Open Challenges Abhishek Balasubramaniam S. Pasricha 92 58 0 19 Jan 2022
Cross-Modality Fusion Transformer for Multispectral Object Detection Q. Fang D. Han Zhaokui Wang ViT 88 152 0 30 Oct 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 740 6,139 0 29 Apr 2021
A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving Di Feng Ali Harakeh Steven Waslander Klaus C. J. Dietmayer AAML UQCV EDL 112 226 0 20 Nov 2020
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images J. Sigman Gregory P. Spell Kevin J. Liang Lawrence Carin ObjD 54 18 0 02 Oct 2020
Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks Heng Zhang Elisa Fromont Sébastien Lefevre Bruno Avignon ObjD 56 164 0 26 Sep 2020
Improving Multispectral Pedestrian Detection by Addressing Modality Imbalance Problems Kailai Zhou Linsen Chen Xun Cao 87 186 0 07 Aug 2020
Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning Yiming Sun Bing Cao Pengfei Zhu Q. Hu 154 254 0 05 Mar 2020
Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging S. Akçay T. Breckon 82 160 0 05 Jan 2020
Toward Automatic Threat Recognition for Airport X-ray Baggage Screening with Deep Convolutional Object Detection Kevin J. Liang J. Sigman Gregory P. Spell D. Strellis William Chang Felix Liu Tejas Mehta Lawrence Carin 52 37 0 13 Dec 2019
Gliding vertex on the horizontal bounding box for multi-oriented object detection Yongchao Xu Mingtao Fu Qimeng Wang Yukang Wang Kai Chen Guisong Xia X. Bai ObjD 121 666 0 21 Nov 2019
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 120 5,076 0 20 Nov 2019
Multi-Modal Fusion for End-to-End RGB-T Tracking Lichao Zhang Martin Danelljan Abel Gonzalez-Garcia Joost van de Weijer Fahad Shahbaz Khan 86 147 0 30 Aug 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 128 3,261 0 16 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 154 5,018 0 02 Apr 2019
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges Di Feng Christian Haase-Schuetz Lars Rosenbaum Heinz Hertlein Claudius Gläser Fabian Duffhauss W. Wiesbeck Klaus C. J. Dietmayer 3DPC 137 1,013 0 21 Feb 2019
YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU Computers J. Pedoeem Rachel Huang ObjD 70 506 0 14 Nov 2018
Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation Chengyang Li Dan Song Ruofeng Tong Min Tang 51 158 0 14 Aug 2018
Illumination-aware Faster R-CNN for Robust Multispectral Pedestrian Detection Chengyang Li Dan Song Ruofeng Tong Min Tang ObjD 68 376 0 14 Mar 2018
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 543 62,477 0 04 Jun 2015