Lecture about SoundScape

Acoustic scenes, Acoustic events and Feature aggregation

D-CASE2013

Environment sound recognition using short-time feature aggregation
https://link.springer.com/article/10.1007/s10844-017-0481-4

Task of segmentation
  Speech recognition
  Musical information retrieval(MIR)
  Environment sound
  Survillance
  Index of video content
Task of acoustic events classification
  Statistic large set of features and K-NN
  Feature agregation (Bag of feaures)
  HMM/GMM(better for segementation and annotation for small scales)
  Deep learning
  Blind segmentation and SVM


Recurrence quantification analysis(RQA), RQA Features
Short Time Fourier Transform (STFT)

Lectures Neural Networks

Colour and Texture, but fail for shape.

Generative Adversarial Networks
https://arxiv.org/pdf/1406.2661.pdf

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks https://junyanz.github.io/CycleGAN/

Eigen linear algebra library

Home http://eigen.tuxfamily.org
Examples https://eigen.tuxfamily.org/dox/group__TutorialLinearAlgebra.html

PDF Tools & Editors

PDF Annotator

[1] online/free/for signatures https://www.pdfescape.com/

PDF Tools 

$sudo apt-get install pdftk

$pdftk A.pdf cat 1-9 26-end output B.pdf # keep pages 1-9 and 26-end of the original file

$pdftk file1.pdf file2.pdf file3.pdf cat output newfile.pdf #join

$convert file1.pdf file2.pdf file3.pdf output.pdf #reduce resolution

$sudo apt-get install pdfmod #remove pages, works with A4

$sudo apt-get install pdfshuffler #remove pages, works with beamer too

PDF Editors

[1] Master PDF Editor http://code-industry.net/
[2] Fonst http://linuxg.net/how-to-install-master-pdf-editor-1-9-on-ubuntu-linux-mint-debian-fedora-opensuse-and-many-other-linux-systems/

[3] xournal, is possible add notes and free text, and [3] have other edition tools.
http://kuboosoft.blogspot.com/2012/07/5-editores-de-pdf-para-linux.html  
 
[4] Extract images from PDF online
http://pdfaid.com/ExtractImages.aspx

[5] How to extract part https://askubuntu.com/questions/221962/how-can-i-extract-a-page-range-a-part-of-a-pdf

OpenCV2 in Python for Windows

1.   Below Python packages are to be downloaded and installed to their default locations.
  Python-2.7.x.
  Numpy.
  Matplotlib (Optional).
2.    Install all packages into their default locations. Python will be installed to C:/Python27/.
3.    After installation, open Python IDLE. Enter import numpy and make sure Numpy is working fine.
4.    Download latest OpenCV release from sourceforge site and double-click to extract it.
5.    Goto opencv/build/python/2.7
       Copy cv2.pyd to C:/Python27/lib/site-packages.
6.  Test
>>> import cv2
>>> print cv2.__version__

Compiling Windows C++ Project in Linux (wavelet rasterization)

Josiah Manson Codes translate to GNU

Source code:
[*] Windows http://josiahmanson.com/research/wavelet_rasterization/supplemental/wavelet_raster.zip



g++ vect.cpp timer.cpp raster_poly.cpp get_font.cpp global.cpp insert_bez2.cpp insert_line.cpp vect.cpp save.cpp write_grid.cpp main.cpp -Wall -Wextra  -I/usr/include/freetype2 -lfreetype -lpthread -lm -o gnurasterize

_aligned_malloc

void *aligned_alloc(size_t alignment, size_t size);
//Since the question was asked, a new function was standardized by C11
[*] http://en.cppreference.com/w/cpp/memory/c/aligned_alloc
mkdir

#include <sys/types.h>
#include <sys/stat.h>
int result = mkdir("/home/me/test.txt", 0777);

__forceline
[*] https://stackoverflow.com/questions/8897791/how-to-define-forceinline-inline



__declspec

[*] http://gcc.gnu.org/wiki/Visibility
[*] https://stackoverflow.com/questions/2164827/explicitly-exporting-shared-library-functions-in-linux


Time
[*] https://stackoverflow.com/questions/2418157/ubuntu-linux-c-error-undefined-reference-to-clock-gettime-and-clock-settim

Freetype
$ sudo apt-get install libfreetype6-dev
$ g++ ... -I/usr/include/freetype2 -lfreetype

Change FreeImage by PPM
[*] pngwriter https://github.com/pngwriter/pngwriter

[1] PPM Specification http://paulbourke.net/dataformats/ppm/
[2] C/C++ Create PPM File https://rosettacode.org/wiki/Bitmap/Write_a_PPM_file

Related
[1] https://stackoverflow.com/questions/2033997/how-to-compile-for-windows-on-linux-with-gcc-g

Wavelet rasterization

Lectures
[1]
[2]
[3] http://faculty.cs.tamu.edu/schaefer/research/index.html

Geometry Processing Resources

Courses:
[1] http://www.hao-li.com/Hao_Li/Hao_Li_-_teaching_%5BCSCI_599__Digital_Geometry_Processing_SS_2015%5D.html
[2] Generating 3D models from: medical images http://www.banterle.com/francesco/courses/2017/be_3drec/
[3] Haar Wavelet (Computer Graphics Course) http://www.faculty.jacobs-university.de/llinsen/teaching/320491.htm More content about lectures and projects and others.


Tools
[1] http://download.slicer.org/
[2] Molecular Modeling http://www.cgl.ucsf.edu/chimera/

Love Equations

https://www.wolframalpha.com

1) plot x^2 + ( 5y/4 - sqrt(abs(x)))^2 = 1
2) plot x^2 + ( y - sqrt(abs(x)))^2 = 2
3) plot x^2 + ( y - (abs(x))^(1/3) )^2 = 1
4) plot (x^2 + y^2 -1)^3 -x^2y^3 = 0

Installing Tensor Flow (Problems)

Main guide
https://www.tensorflow.org/install/install_sources

Cannot find bazel. Please install bazel.
Solution https://docs.bazel.build/versions/master/install-ubuntu.html

Monitoring Nvidia card

$watch -n 1 nvidia-smi #to obtain continuous updates without filling the terminal with output

$sudo pip install gpustat
$gpustat
 
$sudo pip install glances
$sudo pip install glances[gpu]
$glances

Resources:
[1] Cuda 7.5 http://developer.download.nvidia.com/compute/cuda/7.5/Prod/local_installers/cuda_7.5.18_linux.run
[2] Install Cuda 7.5 http://www.r-tutor.com/gpu-computing/cuda-installation/cuda7.5-ubuntu

Vertex Smooth

Resources:
[1] http://www.stat.wisc.edu/~mchung/papers/HBM2001/HBM2001diffusion.html

[2] http://www.stat.wisc.edu/~mchung/papers/HBM2001/chung.2001.OHBM.pdf
[3] http://www.stat.wisc.edu/~mchung/papers/HBM2001/chung.2001.OHBMposter.pdf

[4] http://docs.salome-platform.org/5/smesh/user/smoothing_page.html
[5] https://www.youtube.com/watch?v=TQcS2q_rAHQ
     https://i.ytimg.com/vi/TQcS2q_rAHQ/maxresdefault.jpg
[6] http://grasshopperprimer.com/en/1-foundations/1-5/1_surface-geometry.html