1 code implementation • 30 Nov 2021 • Mohsen Fayyaz, Soroush Abbasi Koohpayegani, Farnoush Rezaei Jafari, Sunando Sengupta, Hamid Reza Vaezi Joze, Eric Sommerlade, Hamed Pirsiavash, Juergen Gall
Since ATS is a parameter-free module, it can be added to the off-the-shelf pre-trained vision transformers as a plug and play module, thus reducing their GFLOPs without any additional training.
Ranked #13 on Efficient ViTs on ImageNet-1K (with DeiT-S)
no code implementations • 13 May 2021 • Rajeev Yasarla, Hamid Reza Vaezi Joze, Vishal M Patel
Poor quality face images often reduce the performance of face analysis and recognition systems.
no code implementations • 18 Apr 2020 • Hamid Reza Vaezi Joze, Ilya Zharkov, Karlton Powell, Carl Ringler, Luming Liang, Andy Roulston, Moshe Lutz, Vivek Pradeep
To our knowledge this is the most complete dataset for super resolution, ISP and image quality enhancement.
1 code implementation • CVPR 2020 • Hamid Reza Vaezi Joze, Amirreza Shaban, Michael L. Iuzzolino, Kazuhito Koishida
In late fusion, each modality is processed in a separate unimodal Convolutional Neural Network (CNN) stream and the scores of each modality are fused at the end.
Ranked #3 on Hand Gesture Recognition on NVGesture
1 code implementation • CVPR 2019 • Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel
We present an efficient approach for leveraging the knowledge from multiple modalities in training unimodal 3D convolutional neural networks (3D-CNNs) for the task of dynamic hand gesture recognition.
no code implementations • 3 Dec 2018 • Hamid Reza Vaezi Joze, Oscar Koller
Sign language recognition is a challenging and often underestimated problem comprising multi-modal articulators (handshape, orientation, movement, upper body and face) that integrate asynchronously on multiple streams.
no code implementations • 29 Mar 2018 • Mehran Khodabandeh, Hamid Reza Vaezi Joze, Ilya Zharkov, Vivek Pradeep
Therefore, the ability to generate de novo data or expand an existing data set, however small, in order to satisfy data requirement of current networks may be invaluable.
no code implementations • 12 Dec 2017 • Mark S. Drew, Hamid Reza Vaezi Joze, Graham D. Finlayson
First we prove theoretically that any candidate specular points, for an image that is generated by a specific camera and taken under a daylight, must lie on a straight line in log-chromaticity space, for a chromaticity that is generated using a geometric-mean denominator.