Image and Sound Processing Lab (@polimi-ispl)

Top repositories

1

icpr2020dfdc

Video Face Manipulation Detection Through Ensemble of CNNs
Jupyter Notebook
234
star
2

prnu-python

Python implementation of PRNU extractor
Python
64
star
3

GAN-image-detection

GAN-generated image detection based on CNNs
Python
37
star
4

deep_prior_interpolation

Interpolation of seismic data through Deep Priors
Jupyter Notebook
29
star
5

larsnet

Toward Deep Drum Source Separation
Python
19
star
6

landmine_detection_autoencoder

Landmine Detection Using Autoencoders on Multi-polarization GPR Volumetric Data
Python
18
star
7

cnn-fast-sdi

CNN-based fast source device identification
Jupyter Notebook
16
star
8

nah-khcnn

Repository of "A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography"
Python
12
star
9

camera-model-identification-with-cnn

Python
12
star
10

blank_project

Useful tips and tricks to start a repository for a project
Python
11
star
11

icpr-benford-gan

Official repository for the paper "On the use of Benford's law to detect GAN-generated images", ICPR2020
Python
11
star
12

prnu-anonymization-detector

IMAGE ANONYMIZATION DETECTION WITH DEEP HANDCRAFTED FEATURES (ICIP 2019)
Jupyter Notebook
10
star
13

nah-cnn

Repository of Near-field Acoustic Holography analysis with Convolutional Neural Networks
Jupyter Notebook
9
star
14

dip_prnu_anonymizer

PRNU Anonymizer through Deep Image Prior
Python
8
star
15

python_patch_extractor

N-dimensional patch extractor
Python
7
star
16

PARCnet

PARCnet: Hybrid Packet Loss Concealment for Real-Time Networked Music Applications.
Python
5
star
17

sr-bvoc

Official repository of our works related to Super-Resolution of BVOC Emission Maps.
4
star
18

jpeg-eigen

JPEG Eigen-algorithm features extractor
Python
4
star
19

TIFS2019-stabilized-video-attribution

MATLAB
4
star
20

facies-classification-using-machine-learning

Jupyter Notebook
4
star
21

jumpapp

JumpApp: an online didactic game for music training and education
JavaScript
4
star
22

ebeamer

Beamforming VST3 plugin for eSticks
C++
4
star
23

mfm-sdi-stabilized-videos

MATLAB
3
star
24

deep_learning_soundfield_synthesis_irregular_array

Soundfield synthesis using Irregular Loudspeaker Arrays and Convolutional Neural Networks
PureBasic
3
star
25

seismic_segmentation

Segmentation of seismic images through CNNs
Jupyter Notebook
2
star
26

ray-space-transform

The official Ray Space Transform repository.
MATLAB
2
star
27

speech_intelligibility_estimation

Jupyter Notebook
2
star
28

soundfield_dl_irregular

DEEP LEARNING-BASED SOUNDFIELD SYNTHESIS USING IRREGULAR LOUDSPEAKER ARRAYS
Python
1
star
29

ps-script-chain

JavaScript
1
star
30

rs-mnmf

Ray-Space-Based Multichannel Nonnegative Matrix Factorization
MATLAB
1
star
31

image-anonymization

MATLAB
1
star
32

modal-shape-interpolation-cnn

Repository of "Vibrational modal shape interpolation through convolutional auto encoder"
Python
1
star
33

overhead_norm_strategies

Code repository for the paper "Enhancement Strategies For Copy-Paste Generation & Localization in RGB Satellite Imagery"
Jupyter Notebook
1
star
34

speech_reconstruction_embeddings

Speech reconstruction from pre-trained CNN embeddings
Python
1
star
35

nah-srcnn

Repository of Near field Acoustic Holography on arbitrary shapes using Convolutional Neural Network
Jupyter Notebook
1
star
36

sar-dip-anonymization

Repository for the SAR DIP anonymization paper
Jupyter Notebook
1
star