Search Results for author: Vishal Patel

Found 9 papers, 3 papers with code

Trends in Workplace Wearable Technologies and Connected-Worker Solutions for Next-Generation Occupational Safety, Health, and Productivity

no code implementations24 May 2022 Vishal Patel, Austin Chesmore, Christopher M. Legner, Santosh Pandey

Wearable devices enable constant monitoring of individual workers and the environment, whereas connected worker solutions provide contextual information and decision support.


ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected images

1 code implementation17 Mar 2022 Rajeev Yasarla, Carey E. Priebe, Vishal Patel

Although various weather degradation synthesis methods exist in the literature, the use of synthetically generated weather degraded images often results in sub-optimal performance on the real weather degraded images due to the domain gap between synthetic and real-world images.

Rain Removal

Deep Subspace Clustering with Data Augmentation

no code implementations NeurIPS 2020 Mahdi Abavisani, Alireza Naghizadeh, Dimitris Metaxas, Vishal Patel

In particular, we introduce a temporal ensembling component to the objective function of DSC algorithms to enable the DSC networks to maintain consistent subspaces for random transformations in the input data.

Data Augmentation

Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification

no code implementations9 Jul 2020 Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal Patel, Maric Dragan, Hien Van Nguyen

Meta-learning aims to deliver an adaptive model that is sensitive to these underlying distribution changes, but requires many tasks during the meta-training process.

Active Learning General Classification +1

Face Alignment by Local Deep Descriptor Regression

no code implementations29 Jan 2016 Amit Kumar, Rajeev Ranjan, Vishal Patel, Rama Chellappa

We also present a face alignment algorithm based on regression using these local descriptors.

Face Alignment

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