Foveal-pit inspired filtering of DVS spike response

no code implementations • 29 May 2021 • Shriya T. P. Gupta, Pablo Linares-Serrano, Basabdatta Sen Bhattacharya, Teresa Serrano-Gotarredona

In this paper, we present results of processing Dynamic Vision Sensor (DVS) recordings of visual patterns with a retinal model based on foveal-pit inspired Difference of Gaussian (DoG) filters.

Implementing a foveal-pit inspired filter in a Spiking Convolutional Neural Network: a preliminary study

1 code implementation • 29 May 2021 • Shriya T. P. Gupta, Basabdatta Sen Bhattacharya

Overall, our proof-of-concept study indicates that introducing biologically plausible filtering in existing SCNN architecture will work well with noisy input images such as those in our vehicle recognition task.

HPERL: 3D Human Pose Estimation from RGB and LiDAR

1 code implementation • 16 Oct 2020 • Michael Fürst, Shriya T. P. Gupta, René Schuster, Oliver Wasenmüller, Didier Stricker

In-the-wild human pose estimation has a huge potential for various fields, ranging from animation and action recognition to intention recognition and prediction for autonomous driving.

3D Human Pose Estimation Action Recognition +2