1. C Florea, M Badea, L Florea, A Racoviteanu, C Vertan "Margin-Mix: Semi--Supervised Learning for Face Expression Recognition"
European Conference on Computer Vision (ECCV) 12368, 1-17, 2020. [official pdf]
The paper has been published just before the official start of the project, but it contains the approached theme.
2. G.I. Nitroi, C. Florea, V. Pupezescu ”Assisted Environment Comprehension using a Mobile Terminal Application”
2020 International Conference on e-Health and Bioengineering (EHB)
[official page] [preprint]
3. M.C. Dragomir, C. Florea, V. Pupezescu ”Automatic Subject Independent Pain Intensity Estimation using a Deep Learning Approach
2020 International Conference on e-Health and Bioengineering (EHB)
[official page] [preprint]
4. C Florea, L Florea " Image Aesthetics Assessment with Gradient Shake Regularization"
2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)
[official page] [preprint]
5. C Florea, L Florea " Multitask Regularization for Image Aesthetic Evaluation"
2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)
[official page] [preprint]
6. C Florea, C Vertan " Skin Lesion Recognition Using Randomly Regularized Convolutional Networks"
In 2021 International Conference on e-Health and Bioengineering (EHB) (pp. 1-4). IEEE.
[official page] [preprint]
7. M. Badea, C. Vertan, C. Florea, L. Florea, A Racoviteanu " Improving Small Convolutional Neural Networks with Semi-Supervised Learning"
accepted at U.P.B. Sci. Bull., Series C, .
[preprint]
Reports (articles under evaluation)
R1. Mihai Badea, Corneliu Florea, Andrei Racoviteanu, Laura Florea, Constantin Vertan "Timid Semi--supervised Learning for Face Expression Analysis"
Submitted to Pattern Recognition journal [preprint]
R3. Corneliu Florea, Constantin Vertan and Laura Florea " SoftClusterMix: Learning Soft Boundaries for Empirical Risk Minimization"
Submitted to Neural Computing and Applications journal [preprint]
R5. Andrei Racoviteanu, Corneliu Florea, Mihai Badea," Large Margin Loss for Image Retrieval"
Submitted to U.P.B. Sci. Bull. [preprint]
Special issue
In collaboration with [Sensors] (IF 3.576, Q1),
Corneliu Florea, as guest editor, will organize a special issue on Image Aesthetic Assessment using Computer Vision
Details : [Special issue page]
