Human Pose and Motion

Scientist Approach

Eadweard Muybridge, The Galloping Horse Portfolio, 1887

Etienne-Jules Marey, Descent of Inclined Plane,

Chronophotograph, 1882

E.J. Marey, Geometric Chronophotograph of the man in the black suit, 1883

http://goldberg.berkeley.edu/courses/S06/IEOR-QE-S06/ejm_chronophotograph01.jpg

Man in the black suit with striping and points for chronophotography, 1883

http://goldberg.berkeley.edu/courses/S06/IEOR-QE-S06/MAREY_SUIT_1.GIF

Etienne-Jules Marey and George Demeny “Pathological walk from in front”(1889) (the first light painting photograph)

https://upload.wikimedia.org/wikipedia/commons/b/b5/Etienne-Jules_Marey_et_George_Demeny._Pathological_Walk_from_the_Front.jpg

E.J. Marey, Chronophotographs from "The Human Body in Action," Scientific American, 1914

http://goldberg.berkeley.edu/courses/S06/IEOR-QE-S06/ejm04.jpg

Stroboscope(WIP)

Artist and Choreographer’s approach

Rudolph Von Laban (1879-1958)

the first choreographer to define a movement vocabulary in the body’s relationship to “space,” “shape,” and “effort(the inner impulses)” (Hutchinson, 7).

Human-Pose-and-Motion History

Related tags

Overview

Human Pose and Motion

Scientist Approach

Eadweard Muybridge, The Galloping Horse Portfolio, 1887

Etienne-Jules Marey, Descent of Inclined Plane,

Chronophotograph, 1882

E.J. Marey, Geometric Chronophotograph of the man in the black suit, 1883

Stroboscope(WIP)

Artist and Choreographer’s approach

Rudolph Von Laban (1879-1958)

Rudolph Von Laban “Kinesphere”

Oscar Schlemmer “man with slanting bars” (1930)

Drawing

Giacomo Balla

Marcel Duchamp, Nude Descending a Staircase, No. 2, 1912

Alberto Giacometti, Femme Qui Marche, 1955

Film

more artists , photographer (1930~

Man Ray“Space Writing”(1935)

Engineer / Digital Media Artist’s approach

Machine Learning

Human Motion generation, synthesis

Motion Capture / Pose Estimation Technic

PoseNet

RADiCAL

MonoPerfCap: Human Performance Capture from Monocular Video

Military

Owner

Daito Manabe

"Inductive Entity Representations from Text via Link Prediction" @ The Web Conference 2021

YOLOv5 Series Multi-backbone, Pruning and quantization Compression Tool Box.

[NeurIPS 2021] Low-Rank Subspaces in GANs

Applying PVT to Semantic Segmentation

Optical machine for senses sensing using speckle and deep learning

Repo for 2021 SDD assessment task 2, by Felix, Anna, and James.

Sparse R-CNN: End-to-End Object Detection with Learnable Proposals, CVPR2021

LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation (NeurIPS2021 Benchmark and Dataset Track)

Code to run experiments in SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression.

The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

Efficient Training of Visual Transformers with Small Datasets

A minimal implementation of Gaussian process regression in PyTorch

Rule based classification A hotel s customers dataset

Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift (ICCV 2021)

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

Unified unsupervised and semi-supervised domain adaptation network for cross-scenario face anti-spoofing, Pattern Recognition

Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)

Repository for tackling Kaggle Ultrasound Nerve Segmentation challenge using Torchnet.

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

Code for Emergent Translation in Multi-Agent Communication