Code & Data

Perceiving Systems PS:License 1.0 Middlebury Optical Flow Dataset and Benchmark The Middlebury flow dataset has been a de-facto standard in the field since 2007. The dataset introduced several innovations. It is the first dataset to contain real image sequences with independent motions, and ground truth optical flow. Second, it provides realistically rendered synthetic scenes with ground truth flow. It also includes a frame interpolation task using real video sequences. While, by today's standards, the dataset is small and the sequences somewhat simple, it remains a useful tool for evaluating the generality of optical flow methods.
Thumb ticker sm middlebury
Perceiving Systems PS:License 1.0 HumanEva datasets I and II HumanEva: Synchronized video and motion capture dataset and baseline algorithm for evaluation of articulated human motion. This is the repository for the widely use HumanEva dataset. This was the first dataset to include mutii-camera video capture of people with ground truth 3D human pose. It established the quantitative evaluation of human pose estimation using well-defined metrics in 2D and 3D. The dataset was developed at Brown University and is hosted by MPI.
Thumb ticker sm heva
Perceiving Systems PS:License 1.0 Archival Image sequences This is a collection of images sequences used in the 1990's and early 2000's. It includes the Yosemite sequences, Flower garden, and several others.
Thumb ticker sm thumb lg bildschirmfoto 2012 12 07 um 12.09.01
Perceiving Systems PS:License 1.0 Robust dense optical flow estimation This is the original C implementation of the "Black and Anandan" optical flow algorithm. For a Matlab version that is written by Deqing Sun and much better see: https://deqings.github.io/public_files/ba.zip
Thumb ticker sm bildschirmfoto 2013 01 14 um 11.52.45
Perceiving Systems PS:License 1.0 Robust area-based optical flow estimation This is the original C version of the robust area-based flow code from Michael Black's thesis.
Thumb ticker sm ba1992