no code implementations • 17 Apr 2024 • Tong Shen, Dong Li, Ziheng Gao, Lu Tian, Emad Barsoum
Video Frame Interpolation (VFI) is a crucial technique in various applications such as slow-motion generation, frame rate conversion, video frame restoration etc.
no code implementations • 11 Apr 2024 • Ji Liu, Zifeng Zhang, Mingjie Lu, Hongyang Wei, Dong Li, Yile Xie, Jinzhang Peng, Lu Tian, Ashish Sirasao, Emad Barsoum
We analyze that dense anchors are not necessary for lane detection, and propose a transformer-based lane detection framework based on a sparse anchor mechanism.
no code implementations • 31 Dec 2020 • Emad Barsoum, John Kender, Zicheng Liu
Our model learns to predict multiple future sequences of human poses from the same input sequence.
no code implementations • 4 Jun 2020 • Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Olli Saarikivi, Tianju Xu, Vadim Eksarevskiy, Jaliya Ekanayake, Emad Barsoum
This paper introduces a novel method to combine gradients called Adasum (for adaptive sum) that converges faster than prior work.
no code implementations • 1 Oct 2019 • Wenlei Bao, Li-Wen Chang, Yang Chen, Ke Deng, Amit Agarwal, Emad Barsoum, Abe Taha
Various approaches have been developed by leveraging techniques such as vectorization and memory layout to improve the performance of integer GEMM.
no code implementations • 20 May 2018 • Weitang Liu, Emad Barsoum, John D. Owens
Our model can learn and derive the coordinates of the digits better than its convolution counterpart that lacks a routing-by-agreement algorithm, and can also perform well when testing on the multi-digit moving MNIST and KTH datasets.
3 code implementations • 27 Nov 2017 • Emad Barsoum, John Kender, Zicheng Liu
Our model, which we call HP-GAN, learns a probability density function of future human poses conditioned on previous poses.
Ranked #7 on Human Pose Forecasting on Human3.6M (APD metric)
7 code implementations • 3 Aug 2016 • Emad Barsoum, Cha Zhang, Cristian Canton Ferrer, Zhengyou Zhang
Crowd sourcing has become a widely adopted scheme to collect ground truth labels.
Facial Expression Recognition Facial Expression Recognition (FER) +1
no code implementations • 21 Apr 2016 • Emad Barsoum
In this paper, we focus on reviewing recent progress of hand pose estimation from depth sensor.