Methods › General › Normalization › Local Contrast Normalization

Local Contrast Normalization

introduced 2009 8 papers tagged archive 2025-07-28

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Local Contrast Normalization is a type of normalization that performs local subtraction and division normalizations, enforcing a sort of local competition between adjacent features in a feature map, and between features at the same spatial location in different feature maps.

See Code · Northengard/dl_pipe

Papers archive 2025-07-28

8 shown of 8, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Compressing neural network by tensor network with exponentially fewer variational parameters
10 May 2023 · 0 repositories · arXiv:2305.06058
Masked Feature Prediction for Self-Supervised Visual Pre-Training
16 Dec 2021 · 6 repositories · arXiv:2112.09133
Single Image Deraining Network with Rain Embedding Consistency and Layered LSTM
5 Nov 2021 · 1 repository · arXiv:2111.03615
A Data Augmented Approach to Transfer Learning for Covid-19 Detection
5 Aug 2021 · 0 repositories · arXiv:2108.02870
Active deep learning method for the discovery of objects of interest in large spectroscopic surveys
7 Sep 2020 · 0 repositories · arXiv:2009.03219
Transitioning between Convolutional and Fully Connected Layers in Neural Networks
18 Jul 2017 · 0 repositories · arXiv:1707.05743
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
18 Jun 2014 · 14 repositories · arXiv:1406.4729

Syntology ran 0 of 1 samples · 1 unverified
Visualizing and Understanding Convolutional Networks
12 Nov 2013 · 18 repositories · arXiv:1311.2901

Syntology ran 2 of 4 samples · 2 unverified · 3 pointer-only (licence)

Tasks archive 2025-07-28

20 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
General Classification	3
Image Classification	2
Action Classification	1
Action Recognition	1
Active Learning	1
COVID-19 Diagnosis	1
Decoder	1
Deep Learning	1
Object Detection	1
Object Recognition	1
Prediction	1
Rain Removal	1
Self-Supervised Image Classification	1
Sensitivity	1
Single Image Deraining	1
Tensor Networks	1
Transfer Learning	1
Video Quality Assessment	1
image-classification	1
object-detection	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (8 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Normalization

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections