599 citations · 987 across the 17 of their papers we have counts for
17 papers
Open Stamped Parts Dataset
Sarah Antiles, Sachin S. Talathi
We present the Open Stamped Parts Dataset (OSPD), featuring synthetic and real images of stamped metal sheets for auto manufacturing. The real part images, captured from 7 cameras,…
Benefits of temporal information for appearance-based gaze estimation
Cristina Palmero, Oleg V. Komogortsev, Sachin S. Talathi
State-of-the-art appearance-based gaze estimation methods, usually based on deep learning techniques, mainly rely on static features. However, temporal trace of eye gaze contains u…
OpenEDS2020: Open Eyes Dataset
Cristina Palmero, Abhishek Sharma, Karsten Behrendt +3
We present the second edition of OpenEDS dataset, OpenEDS2020, a novel dataset of eye-image sequences captured at a frame rate of 100 Hz under controlled illumination, using a virt…
OpenEDS: Open Eye Dataset
Stephan J. Garbin, Yiru Shen, Immo Schuetz +3
We present a large scale data set, OpenEDS: Open Eye Dataset, of eye-images captured using a virtual-reality (VR) head mounted display mounted with two synchronized eyefacing camer…
Deep Recurrent Neural Networks for seizure detection and early seizure detection systems
Sachin S. Talathi
Epilepsy is common neurological diseases, affecting about 0.6-0.8 % of world population. Epileptic patients suffer from chronic unprovoked seizures, which can result in broad spect…
Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks
Darryl D. Lin, Sachin S. Talathi
It is known that training deep neural networks, in particular, deep convolutional networks, with aggressively reduced numerical precision is challenging. The stochastic gradient de…