Deepcham: Collaborative edge-mediated adaptive deep learning for mobile object recognition

D Li, T Salonidis, NV Desai… - 2016 IEEE/ACM …, 2016 - ieeexplore.ieee.org
Deep learning techniques achieve state-of-the-art performance on many computer vision
related tasks, eg large-scale object recognition. In this paper we show that recognition …

Adaptive RNN tree for large-scale human action recognition

W Li, L Wen, MC Chang… - Proceedings of the …, 2017 - openaccess.thecvf.com
In this work, we present the RNN Tree (RNN-T), an adaptive learning framework for skeleton
based human action recognition. Our method categorizes action classes and uses multiple …

Edge-based adaptive machine learning for object recognition

NV Desai, D Li, T Salonidis - US Patent 11,176,423, 2021 - Google Patents
Examples of techniques for adaptive object recognition for a target visual domain given a
generic machine learning model are provided. According to one or more embodiments of …

Edge-based adaptive machine learning for object recognition

NV Desai, D Li, T Salonidis - US Patent 11,017,271, 2021 - Google Patents
Examples of techniques for interactive generation of labeled data and training instances are
provided. According to one or more embodiments of the present invention, a computer …

Leveraging multiple cues for recognizing family photos

X Wang, G Guo, M Merler, NCF Codella… - Image and Vision …, 2017 - Elsevier
Social relation analysis via images is a new research area that has attracted much interest
recently. As social media usage increases, a wide variety of information can be extracted …

GPU acceleration of content-based image retrieval based on SIFT descriptors

Y Kusamura, Y Kozawa, T Amagasa… - … on Network-Based …, 2016 - ieeexplore.ieee.org
Content-based image retrieval (CBIR) is to retrieve images from a database that are similar
to a query image. In CBIR, to compute the similarity between two images, feature vectors are …

Science driven innovations powering mobile product: Cloud AI vs. device AI solutions on smart device

D Kong - arXiv preprint arXiv:1711.07580, 2017 - arxiv.org
Recent years have witnessed the increasing popularity of mobile devices (such as iphone)
due to the convenience that it brings to human lives. On one hand, rich user profiling and …

Edge-based adaptive machine learning for object recognition

NV Desai, D Li, T Salonidis - US Patent 11,379,695, 2022 - Google Patents
Examples of techniques for interactive generation of labeled data and training instances are
provided. According to one or more embodiments of the present invention, a computer …

Edge-based adaptive machine learning for object recognition

NV Desai, D Li, T Salonidis - US Patent 11,205,100, 2021 - Google Patents
Examples of techniques for adaptive model training are provided. According to one or more
embodiments of the present invention, a computer-implemented method for adaptive model …

Mobile multi-view object image search

F Çalışır, M Baştan, Ö Ulusoy, U Güdükbay - Multimedia Tools and …, 2017 - Springer
High user interaction capability of mobile devices can help improve the accuracy of mobile
visual search systems. At query time, it is possible to capture multiple views of an object from …