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chaobo521's Projects

path-planning icon path-planning

Hierarchical D* Lite: A real-time 3D path planning algorithm

primestereomatch icon primestereomatch

A heterogeneous and fully parallel stereo matching algorithm for depth estimation, implementing a local adaptive support weight (ADSW) Guided Image Filter (GIF) cost aggregation stage. Developed in both C++ and OpenCL.

pytorch-auto-drive icon pytorch-auto-drive

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, PRNet, RESA, LSTR, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

r3live icon r3live

A Robust, Real-time, RGB-colored, LiDAR-Inertial-Visual tightly-coupled state Estimation and mapping package

rnw icon rnw

This is the official repository for Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark (ICCV 2021).

rtabmap icon rtabmap

RTAB-Map library and standalone application

saddle_detector icon saddle_detector

A novel similarity-covariant feature detector that extracts points whose neighborhoods, when treated as a 3D intensity surface, have a saddle-like intensity profile. The saddle condition is verified efficiently by intensity comparisons on two concentric rings that must have exactly two dark-to-bright and two bright-to-dark transitions satisfying certain geometric constraints. Saddle is a fast approximation of Hessian detector as ORB detector is for Harris detector. Experiments show that the Saddle features are general, evenly spread and appearing in high density in a range of images. The Saddle detector is among the fastest proposed. In comparison with detector with similar speed, the Saddle features show superior matching performance on number of challenging datasets.

semantic_slam icon semantic_slam

Real time semantic slam in ROS with a hand held RGB-D camera

sling icon sling

Last-Mile Embodied Visual Navigation https://jbwasse2.github.io/portfolio/SLING/

stereo-vision icon stereo-vision

A multiple computer vision and machine learning algorithms development/integration

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