Zobrazeno 1 - 10
of 197
pro vyhledávání: '"Smailagic, Asim"'
Autor:
Lee, Min Hun, Siewiorek, Daniel P., Smailagic, Asim, Bernardino, Alexandre, Badia, Sergi Bermúdez i
Socially assistive robots are increasingly being explored to improve the engagement of older adults and people with disability in health and well-being-related exercises. However, even if people have various physical conditions, most prior work on so
Externí odkaz:
http://arxiv.org/abs/2305.07632
Is there an initialization for deep networks that requires no learning? ExplainFix adopts two design principles: the "fixed filters" principle that all spatial filter weights of convolutional neural networks can be fixed at initialization and never l
Externí odkaz:
http://arxiv.org/abs/2303.10408
Autor:
Johnson, Elvin, Mohan, Shreshta, Gaudio, Alex, Smailagic, Asim, Faloutsos, Christos, Campilho, Aurélio
Advances in data-driven deep learning for chest X-ray image analysis underscore the need for explainability, privacy, large datasets and significant computational resources. We frame privacy and explainability as a lossy single-image compression prob
Externí odkaz:
http://arxiv.org/abs/2210.02241
Autor:
Lee, Min Hun, Siewiorek, Daniel P., Smailagic, Asim, Bernardino, Alexandre, Badia, Sergi Bermúdez i
Artificial intelligence (AI) and robotic coaches promise the improved engagement of patients on rehabilitation exercises through social interaction. While previous work explored the potential of automatically monitoring exercises for AI and robotic c
Externí odkaz:
http://arxiv.org/abs/2106.08458
We propose a pixel color amplification theory and family of enhancement methods to facilitate segmentation tasks on retinal images. Our novel re-interpretation of the image distortion model underlying dehazing theory shows how three existing priors c
Externí odkaz:
http://arxiv.org/abs/2007.14456
Autor:
Xiao, Qiqi, Zou, Jiaxu, Yang, Muqiao, Gaudio, Alex, Kitani, Kris, Smailagic, Asim, Costa, Pedro, Xu, Min
Diabetic Retinopathy (DR) is a leading cause of blindness in working age adults. DR lesions can be challenging to identify in fundus images, and automatic DR detection systems can offer strong clinical value. Of the publicly available labeled dataset
Externí odkaz:
http://arxiv.org/abs/2007.13854
Autor:
Smailagic, Asim, Sharan, Anupma, Costa, Pedro, Galdran, Adrian, Gaudio, Alex, Campilho, Aurélio
Diabetic Retinopathy is the leading cause of blindness in the working-age population of the world. The main aim of this paper is to improve the accuracy of Diabetic Retinopathy detection by implementing a shadow removal and color correction step as a
Externí odkaz:
http://arxiv.org/abs/2007.13838
Autor:
Lee, Min Hun, Siewiorek, Daniel P., Smailagic, Asim, Bernardino, Alexandre, Badia, Sergi Bermúdez i
The research of a socially assistive robot has a potential to augment and assist physical therapy sessions for patients with neurological and musculoskeletal problems (e.g. stroke). During a physical therapy session, generating personalized feedback
Externí odkaz:
http://arxiv.org/abs/2007.06473
Autor:
Lee, Min Hun, Siewiorek, Daniel P., Smailagic, Asim, Bernardino, Alexandre, Badia, Sergi Bermúdez i
Rehabilitation assessment is critical to determine an adequate intervention for a patient. However, the current practices of assessment mainly rely on therapist's experience, and assessment is infrequently executed due to the limited availability of
Externí odkaz:
http://arxiv.org/abs/2002.12261
Autor:
Smailagic, Asim, Costa, Pedro, Gaudio, Alex, Khandelwal, Kartik, Mirshekari, Mostafa, Fagert, Jonathon, Walawalkar, Devesh, Xu, Susu, Galdran, Adrian, Zhang, Pei, Campilho, Aurélio, Noh, Hae Young
Publikováno v:
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10.4 (2020): e1353
Active Learning methods create an optimized labeled training set from unlabeled data. We introduce a novel Online Active Deep Learning method for Medical Image Analysis. We extend our MedAL active learning framework to present new results in this pap
Externí odkaz:
http://arxiv.org/abs/1908.10508