Nuno Vasconcelos

Title(s)	Professor, Electrical and Computer Engineering
School	Vc-academic Affairs
Address	9500 Gilman Drive # La Jolla CA 92093
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Bibliographic

Publications

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.

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Deep Learning Estimation of 10-2 Visual Field Map Based on Macular Optical Coherence Tomography Angiography Measurements. Am J Ophthalmol. 2024 Jan; 257:187-200. Mahmoudinezhad G, Moghimi S, Cheng J, Ru L, Yang D, Agrawal K, Dixit R, Beheshtaein S, Du KH, Latif K, Gunasegaran G, Micheletti E, Nishida T, Kamalipour A, Walker E, Christopher M, Zangwill L, Vasconcelos N, Weinreb RN. PMID: 37734638.

View in: PubMed Mentions: Fields:
Oph Ophthalmology
Translation:Humans Cells
A Generalized Explanation Framework for Visualization of Deep Learning Model Predictions. IEEE Trans Pattern Anal Mach Intell. 2023 Aug; 45(8):9265-9283. Wang P, Vasconcelos N. PMID: 37022375.

View in: PubMed Mentions: Fields:
Med Medical Informatics
Translation:Humans
A fully integrated wearable ultrasound system to monitor deep tissues in moving subjects. Nat Biotechnol. 2024 Mar; 42(3):448-457. Lin M, Zhang Z, Gao X, Bian Y, Wu RS, Park G, Lou Z, Zhang Z, Xu X, Chen X, Kang A, Yang X, Yue W, Yin L, Wang C, Qi B, Zhou S, Hu H, Huang H, Li M, Gu Y, Mu J, Yang A, Yaghi A, Chen Y, Lei Y, Lu C, Wang R, Wang J, Xiang S, Kistler EB, Vasconcelos N, Xu S. PMID: 37217752.

View in: PubMed Mentions: 5 Fields:
Bio Biotechnology
Translation:Humans
Cascade R-CNN: High Quality Object Detection and Instance Segmentation. IEEE Trans Pattern Anal Mach Intell. 2021 05; 43(5):1483-1498. Cai Z, Vasconcelos N. PMID: 31794388.

View in: PubMed Mentions: 63 Fields:
Med Medical Informatics
Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes. IEEE Trans Pattern Anal Mach Intell. 2020 12; 42(12):3102-3118. Dixit M, Li Y, Vasconcelos N. PMID: 31180842.

View in: PubMed Mentions: Fields:
Med Medical Informatics
Automated High-Frequency Observations of Physical Activity Using Computer Vision. Med Sci Sports Exerc. 2020 09; 52(9):2029-2036. Carlson JA, Liu BO, Sallis JF, Hipp JA, Staggs VS, Kerr J, Papa A, Dean K, Vasconcelos NM. PMID: 32175976; PMCID: PMC7487061.

View in: PubMed Mentions: 1 Fields:
Spo Sports Medicine
Translation:Humans
Learning Complexity-Aware Cascades for Pedestrian Detection. IEEE Trans Pattern Anal Mach Intell. 2020 09; 42(9):2195-2211. Cai Z, Saberian M, Vasconcelos N. PMID: 30990173.

View in: PubMed Mentions: 2 Fields:
Med Medical Informatics
Automated Ecological Assessment of Physical Activity: Advancing Direct Observation. Int J Environ Res Public Health. 2017 12 01; 14(12). Carlson JA, Liu B, Sallis JF, Kerr J, Hipp JA, Staggs VS, Papa A, Dean K, Vasconcelos NM. PMID: 29194358; PMCID: PMC5750905.

View in: PubMed Mentions: 6 Fields:
Env Environmental Health Pub Public Health
Translation:Humans
Parametric Regression on the Grassmannian. IEEE Trans Pattern Anal Mach Intell. 2016 11; 38(11):2284-2297. Hong Y, Kwitt R, Singh N, Vasconcelos N, Niethammer M. PMID: 26766216.

View in: PubMed Mentions: 2 Fields:
Med Medical Informatics
Object recognition with hierarchical discriminant saliency networks. Front Comput Neurosci. 2014; 8:109. Han S, Vasconcelos N. PMID: 25249971; PMCID: PMC4158795.

View in: PubMed Mentions: 3
On the role of correlation and abstraction in cross-modal multimedia retrieval. IEEE Trans Pattern Anal Mach Intell. 2014 Mar; 36(3):521-35. Costa Pereira J, Coviello E, Doyle G, Rasiwasia N, Lanckriet GR, Levy R, Vasconcelos N. PMID: 24457508.

View in: PubMed Mentions: 6 Fields:
Med Medical Informatics
Anomaly detection and localization in crowded scenes. IEEE Trans Pattern Anal Mach Intell. 2014 Jan; 36(1):18-32. Li W, Mahadevan V, Vasconcelos N. PMID: 24231863.

View in: PubMed Mentions: 19 Fields:
Med Medical Informatics
Translation:Humans
Latent Dirichlet allocation models for image classification. IEEE Trans Pattern Anal Mach Intell. 2013 Nov; 35(11):2665-79. Rasiwasia N, Vasconcelos N. PMID: 24051727.

View in: PubMed Mentions: 1 Fields:
Med Medical Informatics
Translation:Humans
Localizing target structures in ultrasound video - a phantom study. Med Image Anal. 2013 Oct; 17(7):712-22. Kwitt R, Vasconcelos N, Razzaque S, Aylward S. PMID: 23746488; PMCID: PMC3737575.

View in: PubMed Mentions: 3 Fields:
Dia Diagnostic Imaging
Learning optimal embedded cascades. IEEE Trans Pattern Anal Mach Intell. 2012 Oct; 34(10):2005-18. Saberian MJ, Vasconcelos N. PMID: 22213762.

View in: PubMed Mentions: Fields:
Med Medical Informatics
Translation:Humans Animals
Endoscopic image analysis in semantic space. Med Image Anal. 2012 Oct; 16(7):1415-22. Kwitt R, Vasconcelos N, Rasiwasia N, Uhl A, Davis B, Häfner M, Wrba F. PMID: 22717411; PMCID: PMC3772630.

View in: PubMed Mentions: 5 Fields:
Dia Diagnostic Imaging
Translation:Humans
Holistic context models for visual recognition. IEEE Trans Pattern Anal Mach Intell. 2012 May; 34(5):902-17. Rasiwasia N, Vasconcelos N. PMID: 21844625.

View in: PubMed Mentions: 1 Fields:
Med Medical Informatics
Biologically Inspired Object Tracking Using Center-Surround Saliency Mechanisms. IEEE Trans Pattern Anal Mach Intell. 2013 Mar; 35(3):541-54. Mahadevan V, Vasconcelos N. PMID: 22529325.

View in: PubMed Mentions: 4 Fields:
Med Medical Informatics
Recognition in ultrasound videos: where am I? Med Image Comput Comput Assist Interv. 2012; 15(Pt 3):83-90. Kwitt R, Vasconcelos N, Razzaque S, Aylward S. PMID: 23286117; PMCID: PMC3739489.

View in: PubMed Mentions: 1 Fields:
Dia Diagnostic Imaging Med Medical Informatics
Translation:Humans
Counting people with low-level features and Bayesian regression. IEEE Trans Image Process. 2012 Apr; 21(4):2160-77. Chan AB, Vasconcelos N. PMID: 22020684.

View in: PubMed Mentions: 7 Fields:
Med Medical Informatics
Translation:Humans
Cost-sensitive boosting. IEEE Trans Pattern Anal Mach Intell. 2011 Feb; 33(2):294-309. Masnadi-Shirazi H, Vasconcelos N. PMID: 21193808.

View in: PubMed Mentions: 5 Fields:
Med Medical Informatics
Learning pit pattern concepts for gastroenterological training. Med Image Comput Comput Assist Interv. 2011; 14(Pt 3):280-7. Kwitt R, Rasiwasia N, Vasconcelos N, Uhl A, Häfner M, Wrba F. PMID: 22003710.

View in: PubMed Mentions: 1 Fields:
Dia Diagnostic Imaging Med Medical Informatics
Translation:Humans
Biologically plausible saliency mechanisms improve feedforward object recognition. Vision Res. 2010 Oct 28; 50(22):2295-307. Han S, Vasconcelos N. PMID: 20594959.

View in: PubMed Mentions: 3 Fields:
Oph Ophthalmology
Translation:Humans
A novel approach to FRUC using discriminant saliency and frame segmentation. IEEE Trans Image Process. 2010 Nov; 19(11):2924-34. Jacobson N, Lee YL, Mahadevan V, Vasconcelos N, Nguyen TQ. PMID: 20494851.

View in: PubMed Mentions: Fields:
Med Medical Informatics
Spatiotemporal saliency in dynamic scenes. IEEE Trans Pattern Anal Mach Intell. 2010 Jan; 32(1):171-7. Mahadevan V, Vasconcelos N. PMID: 19926907.

View in: PubMed Mentions: 8 Fields:
Med Medical Informatics
Translation:Cells
Layered dynamic textures. IEEE Trans Pattern Anal Mach Intell. 2009 Oct; 31(10):1862-79. Chan AB, Vasconcelos N. PMID: 19696455.

View in: PubMed Mentions: 1 Fields:
Med Medical Informatics
Discriminant saliency, the detection of suspicious coincidences, and applications to visual recognition. IEEE Trans Pattern Anal Mach Intell. 2009 Jun; 31(6):989-1005. Gao D, Han S, Vasconcelos N. PMID: 19372605.

View in: PubMed Mentions: 10 Fields:
Med Medical Informatics
Translation:Humans
Natural image statistics and low-complexity feature selection. IEEE Trans Pattern Anal Mach Intell. 2009 Feb; 31(2):228-44. Vasconcelos M, Vasconcelos N. PMID: 19110490.

View in: PubMed Mentions: 1 Fields:
Med Medical Informatics
Fluoroscopic tumor tracking for image-guided lung cancer radiotherapy. Phys Med Biol. 2009 Feb 21; 54(4):981-92. Lin T, Cerviño LI, Tang X, Vasconcelos N, Jiang SB. PMID: 19147898.

View in: PubMed Mentions: 29 Fields:
Bio Biophysics Dia Diagnostic Imaging Nuc Nuclear Medicine Phy Physics
Translation:Humans
Decision-theoretic saliency: computational principles, biological plausibility, and implications for neurophysiology and psychophysics. Neural Comput. 2009 Jan; 21(1):239-71. Gao D, Vasconcelos N. PMID: 19210172.

View in: PubMed Mentions: 9 Fields:
Med Medical Informatics
Translation:Humans Animals
On the plausibility of the discriminant center-surround hypothesis for visual saliency. J Vis. 2008 Jun 13; 8(7):13.1-18. Gao D, Mahadevan V, Vasconcelos N. PMID: 19146246.

View in: PubMed Mentions: 23 Fields:
Oph Ophthalmology
Translation:Humans
Modeling, clustering, and segmenting video with mixtures of dynamic textures. IEEE Trans Pattern Anal Mach Intell. 2008 May; 30(5):909-26. Chan AB, Vasconcelos N. PMID: 18369258.

View in: PubMed Mentions: 8 Fields:
Med Medical Informatics
Supervised learning of semantic classes for image annotation and retrieval. IEEE Trans Pattern Anal Mach Intell. 2007 Mar; 29(3):394-410. Carneiro G, Chan AB, Moreno PJ, Vasconcelos N. PMID: 17224611.

View in: PubMed Mentions: 11 Fields:
Med Medical Informatics