Keyword search (4,163 papers available)

"Models" Keyword-tagged Publications:

Title Authors PubMed ID
1 Assessment of PlanetScope Spectral Data for Estimation of Peanut Leaf Area Index Using Machine Learning and Statistical Methods Ekwe M; Fernando H; James G; Adeluyi O; Verrelst J; Kross A; 41682534
CONCORDIA
2 MedCLIP-SAMv2: Towards universal text-driven medical image segmentation Koleilat T; Asgariandehkordi H; Rivaz H; Xiao Y; 40779830
ENCS
3 Statistical or Embodied? Comparing Colorseeing, Colorblind, Painters, and Large Language Models in Their Processing of Color Metaphors Nadler EO; Guilbeault D; Ringold SM; Williamson TR; Bellemare-Pepin A; Com?a IM; Jerbi K; Narayanan S; Aziz-Zadeh L; 40621800
PSYCHOLOGY
4 Application of machine learning for predicting the incubation period of water droplet erosion in metals AlHammad K; Medraj M; Tembely M; 40612685
ENCS
5 Large language models deconstruct the clinical intuition behind diagnosing autism Stanley J; Rabot E; Reddy S; Belilovsky E; Mottron L; Bzdok D; 40147442
ENCS
6 Utilizing large language models for detecting hospital-acquired conditions: an empirical study on pulmonary embolism Cheligeer C; Southern DA; Yan J; Wu G; Pan J; Lee S; Martin EA; Jafarpour H; Eastwood CA; Zeng Y; Quan H; 40105654
ENCS
7 A synthetic model of bioinspired liposomes to study cancer-cell derived extracellular vesicles and their uptake by recipient cells López RR; Ben El Khyat CZ; Chen Y; Tsering T; Dickinson K; Bustamante P; Erzingatzian A; Bartolomucci A; Ferrier ST; Douanne N; Mounier C; Stiharu I; Nerguizian V; Burnier JV; 40069225
ENCS
8 Leveraging deep learning for nonlinear shape representation in anatomically parameterized statistical shape models Gheflati B; Mirzaei M; Rottoo S; Rivaz H; 39953355
ENCS
9 Toward cognitive models of misophonia Savard MA; Coffey EBJ; 39874936
PSYCHOLOGY
10 Face Boundary Formulation for Harmonic Models: Face Image Resembling Huang HT; Li ZC; Wei Y; Suen CY; 39852327
CONCORDIA
11 Beyond the Illusion of Controlled Environments: How to Embrace Ecological Pertinence in Research? Cassandre Vielle 39777969
BIOLOGY
12 Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings Guo J; Fan W; Amayri M; Bouguila N; 39662201
ENCS
13 Ion channel classification through machine learning and protein language model embeddings Ghazikhani H; Butler G; 39572876
ENCS
14 Predictive heating load management and energy flexibility analysis in residential sector using an archetype gray-box modeling approach: Application to an experimental house in Québec Abtahi M; Athienitis A; Delcroix B; 39507415
ENCS
15 A guide to exploratory structural equation modeling (ESEM) and bifactor-ESEM in body image research Swami V; Maïano C; Morin AJS; 39492241
PSYCHOLOGY
16 How to evaluate local fit (residuals) in large structural equation models Rex B Kline 39359027
PSYCHOLOGY
17 Exploiting protein language models for the precise classification of ion channels and ion transporters Ghazikhani H; Butler G; 38656743
CSFG
18 A longitudinal person-centered investigation of the multidimensional nature of employees' perceptions of challenge and hindrance demands at work Gillet N; Morin AJS; Fernet C; Austin S; Huyghebaert-Zouaghi T; 38425154
CONCORDIA
19 Unsupervised Mixture Models on the Edge for Smart Energy Consumption Segmentation with Feature Saliency Al-Bazzaz H; Azam M; Amayri M; Bouguila N; 37837127
ENCS
20 A comparative study of black-box and white-box data-driven methods to predict landfill leachate permeability Ghasemi M; Samadi M; Soleimanian E; Chau KW; 37335361
ENCS
21 Water risk modeling: A framework for finance Gramlich D; Walker T; 37224654
CONCORDIA
22 Human Activity Recognition with an HMM-Based Generative Model Manouchehri N; Bouguila N; 36772428
ENCS
23 Modeling hormonal contraception in female rats: a framework for studies in behavioral neurobiology Lacasse JM; Gomez-Perales E; Brake WG; 35952797
PSYCHOLOGY
24 Dynamics of SARS-CoV-2 spreading under the influence of environmental factors and strategies to tackle the pandemic: A systematic review Asif Z; Chen Z; Stranges S; Zhao X; Sadiq R; Olea-Popelka F; Peng C; Haghighat F; Yu T; 35317188
ENCS
25 The effect of past defaunation on ranges, niches, and future biodiversity forecasts Sales LP; Galetti M; Carnaval A; Monsarrat S; Svenning JC; Pires MM; 35246902
BIOLOGY
26 Mechanisms of hypericin incorporation to explain the photooxidation outcomes in phospholipid biomembrane models Pereira LSA; Camacho SA; Almeida AM; Gonçalves RS; Caetano W; DeWolf C; Aoki PHB; 35167859
CNSR
27 Thermoregulatory significance of immobility in the forced swim test Nadeau BG; Marchant EG; Amir S; Mistlberger RE; 35065081
PSYCHOLOGY
28 Comment on the article "Spatially-extended nucleation-aggregation-fragmentation models for the dynamics of prion-like neurodegenerative protein-spreading in the brain and its connectome 486 (2020) 110102" Arsalan Rahimabadi 34843739
PERFORM
29 Complementary variable- and person-centered approaches to the dimensionality of burnout among fire station workers Sandrin E; Morin AJS; Fernet C; Gillet N; 34314264
CONCORDIA
30 Drug discovery and chemical probing in Drosophila. Millet-Boureima C, Selber-Hnatiw S, Gamberi C 32551911
BIOLOGY
31 Water Droplet Erosion of Wind Turbine Blades: Mechanics, Testing, Modeling and Future Perspectives. Elhadi Ibrahim M, Medraj M 31906204
ENCS
32 Cyst Reduction in a Polycystic Kidney Disease Drosophila Model Using Smac Mimics. Millet-Boureima C, Chingle R, Lubell WD, Gamberi C 31635379
BIOLOGY
33 Psychometric Properties of the Body Checking Questionnaire (BCQ) and of the Body Checking Cognitions Scale (BCCS): A Bifactor-Exploratory Structural Equation Modeling Approach. Maïano C, Morin AJS, Aimé A, Lepage G, Bouchard S 31328530
CONCORDIA
34 Distance sonification in image-guided neurosurgery. Plazak J, Drouin S, Collins L, Kersten-Oertel M 29184665
PERFORM

 

Title:Face Boundary Formulation for Harmonic Models: Face Image Resembling
Authors:Huang HTLi ZCWei YSuen CY
Link:https://pubmed.ncbi.nlm.nih.gov/39852327/
DOI:10.3390/jimaging11010014
Publication:Journal of imaging
Keywords:ODE using Hermite interpolationage effectsblending curvesface boundary formulationface combination and resemblingface morphingharmonic modelsmorphing attack detectionsplitting-integrating method
PMID:39852327 Category: Date Added:2025-01-24
Dept Affiliation: CONCORDIA
1 Department of Data Science and Analytics, I-Shou University, Kaohsiung 84001, Taiwan.
2 Department of Applied Mathematics, National Sun Yat-sen University, Kaohsiung 80424, Taiwan.
3 Shanghai Key Laboratory of Contemporary Applied Mathematics, Fudan University, Shanghai 200433, China.
4 Center for Pattern Recognition and Machine Intelligence, Concordia University, Montreal, QC H3G 1M8, Canada.

Description:

This paper is devoted to numerical algorithms based on harmonic transformations with two goals: (1) face boundary formulation by blending techniques based on the known characteristic nodes and (2) some challenging examples of face resembling. The formulation of the face boundary is imperative for face recognition, transformation, and combination. Mapping between the source and target face boundaries with constituent pixels is explored by two approaches: cubic spline interpolation and ordinary differential equation (ODE) using Hermite interpolation. The ODE approach is more flexible and suitable for handling different boundary conditions, such as the clamped and simple support conditions. The intrinsic relations between the cubic spline and ODE methods are explored for different face boundaries, and their combinations are developed. Face combination and resembling are performed by employing blending curves for generating the face boundary, and face images are converted by numerical methods for harmonic models, such as the finite difference method (FDM), the finite element method (FEM) and the finite volume method (FVM) for harmonic models, and the splitting-integrating method (SIM) for the resampling of constituent pixels. For the second goal, the age effects of facial appearance are explored to discover that different ages of face images can be produced by integrating the photos and images of the old and the young. Then, the following challenging task is targeted. Based on the photos and images of parents and their children, can we obtain an integrated image to resemble his/her current image as closely as possible? Amazing examples of face combination and resembling are reported in this paper to give a positive answer. Furthermore, an optimal combination of face images of parents and their children in the least-squares sense is introduced to greatly facilitate face resembling. Face combination and resembling may also be used for plastic surgery, finding missing children, and identifying criminals. The boundary and numerical techniques of face images in this paper can be used not only for pattern recognition but also for face morphing, morphing attack detection (MAD), and computer animation as Sora to greatly enhance further developments in AI.





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