Keypoint‐based object detection is one of the most efficient and speedy methods at present, yet its performance is often worse than the anchor‐based method. Without prior settings in the keypoint‐based method, the huge search space of the keypoints results in the high recall but low ...
However, small object detection has always been a key and difficult problem in the field of object detection. Therefore, considering the balance between the effectiveness and efficiency of the small object detection algorithm, this study proposes an improved YOLOX detection algorithm (BGD-YOLOX) to...
rui-qian / SoTA-3D-Object-Detection Public Notifications You must be signed in to change notification settings Fork 4 Star 53 Rui Qian, Xin Lai, Xirong Li: 3D Object Detection for Autonomous Driving: A Survey (Pattern Recognition 2022: IF=8.518) github.com/...
A GUI based workbench is also provided to help model and train neural networks. GeneticSharp - Multi-platform genetic algorithm library for .NET Core and .NET Framework. The library has several implementations of GA operators, like: selection, crossover, mutation, reinsertion and termination. ...
Among various researched topics, object detection and ... P Das,A Mukherjee,A Dey,... - International Conference on Computing Communication Control & Automation 被引量: 1发表: 2015年 A Hybrid Algorithm for Online Location Update using Feature Point Detection for Portable Devices We propose a ...
We propose a novel bottom-up point cloud-based 3D bounding box proposal generation algorithm, which generates a small number of high-quality 3D proposals via segmenting the point cloud into foreground objects and background. The learned point representation from segmentation is not only good at prop...
To address the problem of associating poses across frames, we devised a tracking algorithm that operates on grouped instances generated from the multi-animal pose estimation. The general tracking algorithm in SLEAP follows the standard multi-object tracking procedure. In brief, for each frame, we ...
[2015 TGRS] SAR-SIFT: A SIFT-LIKE ALGORITHM FOR SAR IMAGES [2017 GRSL] Remote Sensing Image Registration With Modified SIFT and Enhanced Feature Matching [2017 CVPR] GMS :Grid-based Motion Statistics for Fast, Ultra-robust Feature Correspondence ...
First is a GUI for annotation and confidence-based review. Second is adaptability; in our GitHub release we provide additional pretrained CNNs (e.g., ResNet50 and Inception ResNetv2) with which potentially more useful features could be extracted, a computationally faster optical flow algorithm29...
Code:https://github.com/MegviiDetection/video_analyst Blog:https://www.cnblogs.com/wangxiaocvpr/p/13158335.html 2. Siamese Keypoint Prediction Network for Visual Object Tracking, Qiang Li, Zekui Qin, Wenbo Zhang, Wen Zheng, arXiv pre-print ...