natowi

{
    "header": {
        "pipelineVersion": "2.2",
        "releaseVersion": "2023.1.0",
        "fileVersion": "1.1",
        "template": true,
        "nodesVersions": {
            "PrepareDenseScene": "3.0",
            "CameraInit": "9.0",
            "DepthMap": "3.0",

natowi

WIP 2020.1

• [github] Added actions for stale issues #693

• [CI] Travis: add build matrix with cuda #638

• [WIP] Texturing: generate normal maps and height maps #578

• WIP [multiview] Addition of 10 points relative pose solver #474 Description

  Addition of 10 points relative pose solver (F10)

natowi

non-medical image registration

cnn-registration

Multi-temporal Remote Sensing Image Registration Using Deep Convolutional Features

A image registration method using convolutional neural network features written in Python2, Tensorflow API r1.5.0.

https://github.com/yzhq97/cnn-registration

natowi

Guided Denoising https://github.com/bldeng/GuidedDenoising

https://github.com/tatsy/L0Denoising

https://github.com/Sunil7545/RoFi-Mesh-Denoising requires java

https://github.com/AlonzoQuio/MeshDenoisingViaL0Minimization

natowi

Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)

https://github.com/BShakhovsky/PolyphonicPianoTranscription

A python program which performs an FFT on an audio file and produces a MIDI file from the results

https://github.com/NFJones/audio-to-midi

Extract the melody from an audio file and export to MIDI

https://github.com/justinsalamon/audio_to_midi_melodia

Performs pitch detection on a polyphonic audio source and outputs to MIDI

natowi

AwesomeBump

https://github.com/kmkolasinski/AwesomeBump

What can AwesomeBump do?

convert from normal map to height map,
convert from height map (bump map) to normal map,
extract the bump from the arbitrary image,

calculate ambient occlusion and specularity of image.

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Visual Fiducial Markers

rune-tag

https://www.dsi.unive.it/~bergamasco/runetag/

https://github.com/mziccard/RuneTagDrawer

April

natowi

https://medium.com/analytics-vidhya/introduction-to-orb-oriented-fast-and-rotated-brief-4220e8ec40cf

https://medium.com/@vad710/cv-for-busy-developers-describing-features-49530f372fbb

https://www.reddit.com/r/computervision/comments/fednny/sift_patent_expires_today/

https://www.pyimagesearch.com/2015/04/13/implementing-rootsift-in-python-and-opencv/

https://www.robots.ox.ac.uk/~vgg/publications/2012/Arandjelovic12/presentation.pdf

natowi

# imagemasking.py by ALfuhrmann https://github.com/alicevision/meshroom/issues/188

from __future__ import print_function

__version__ = "1.0"

from meshroom.core import desc
import json
import numpy as np
import glob

natowi

How the nodes work (reconstructed, personal project)
CC BY-SA

## CameraInit

reads image metadata
sensor width lookup

Calculates viewpoints.sfm with image metadata and Intrinsics