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sunbirddy's Projects

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

rednet icon rednet

implementation of REDNet (A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-view Stereo Reconstruction from An Open Aerial Dataset)

retina-unet icon retina-unet

Retina blood vessel segmentation with a convolutional neural network

rfnet icon rfnet

RF-Net: An End-to-End Image Matching Network based on Receptive Field

rord icon rord

Rotation Robust Descriptors (IROS 2021)

scikit-feature icon scikit-feature

open-source feature selection repository in python (DMML Lab@ASU)

sdrsac icon sdrsac

SDRSAC - Semidefinite-Based Randomized Approach for Robust Point Cloud Registration without Correspondences.

sfm_init icon sfm_init

code for solving global structure from motion problem in the ECCV'14 paper "Robust Global Translations with 1DSfM"

sfmedu icon sfmedu

SFMedu: A Matlab-based Structure-from-Motion System for Education

singleshotpose icon singleshotpose

This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).

spatialorder icon spatialorder

Matlab code for the paper "Using Spatial Order to Boost the Elimination of Incorrect Feature Matches", CVPR 2016, Lior Talker, Yael Moses and Ilan Shimshoni

starviewer icon starviewer

Starviewer, a cross-platform open source medical imaging software

stereo-vision--image-segmentation-and-image-search-engine icon stereo-vision--image-segmentation-and-image-search-engine

Developed depth map of image by disparity estimation using block matching and dynamic programing and synthesized new view using disparity maps.  Segmented various objects in image using Mean-Shift Segmentation.  Developed Content Based Image Retrieval System (Image Search Engine) using OpenCV.

superglue-pytorch icon superglue-pytorch

[SuperGlue: Learning Feature Matching with Graph Neural Networks] This repo includes PyTorch code for training the SuperGlue matching network on top of SIFT keypoints and descriptors.

theiasfm icon theiasfm

An open source library for multiview geometry and structure from motion

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