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NNU-GISA's Projects

r3d icon r3d

Data structures and algorithms for working with 3D point clouds and triangulated data.

railroad icon railroad

Robust Railroad Cable Detection Framework

rank3dgan icon rank3dgan

Rank3DGAN: Semantic mesh generation using relative attributes

ransac icon ransac

curve line fitting using ransac

ransac-1 icon ransac-1

RANSAC geometric model fitting for point clouds

ransac-3d-to-3d-pose-estimation icon ransac-3d-to-3d-pose-estimation

This programe uses RANSAC method to remove outliers, and solves the exterior orientation problem for a point cloud given in both camera and world coordinates.

raspberry-pi---traffic-sign-detection-and-classification icon raspberry-pi---traffic-sign-detection-and-classification

- When we try to implement traffic sign classifier algorithm on Raspberry pi 3B+ the real-time performance was unacceptable as the value of the raspberry pi's floating point is from 900 MHZ to 1200 MHZ which is very low relative to traffic sign classifier's floating point. - So instead of convolution neural network, we worked on another solution which is template matching algorithm. - Template matching is a technique for searching and finding location of an image that are similar to a patch (template) in large image (input image).

raster-vision icon raster-vision

An open source framework for deep learning on satellite and aerial imagery.

rasterout icon rasterout

Raster Extraction to point cloud / vector data for merged rgb band, tif files

raydar icon raydar

Combing sunlight raytracing with aearial LIDAR point clouds.

raymarcher icon raymarcher

Trying out some raymarching for a point cloud 3d thingy

raynet icon raynet

Code for "RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials", CVPR 2018

rc_cloud_accumulator icon rc_cloud_accumulator

A demonstration project for assembling registered point clouds with the rc_visard and ROS

rcf icon rcf

Richer Convolutional Features for Edge Detection

rcf-pytorch icon rcf-pytorch

Richer Convolutional Features for Edge Detection model in pytorch CVPR2017

rcmsa icon rcmsa

The Random Cluster Model for Robust Geometric Fitting

rcnet icon rcnet

Code for "Point cloud processing via recurrent set encoding"

rcnnsentence icon rcnnsentence

Recurrent Convolutional Neural Network for Semantic Classification

rdnet icon rdnet

Rotation and Density network for sparse point-clouds.

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