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ORCIDSandra Eliza Fontes de Avila
Sandra de Avila – Sandra Avila
Person information
- affiliation: University of Campinas (Unicamp), Brazil
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2020 – today
- 2024
[i36]Pedro H. V. Valois, João Macedo, Leo S. F. Ribeiro, Jefersson A. dos Santos, Sandra Avila:
Leveraging Self-Supervised Learning for Scene Recognition in Child Sexual Abuse Imagery. CoRR abs/2403.01183 (2024)- 2023
- [j15]Zahra Mirikharaji
, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh:
A survey on deep learning for skin lesion segmentation. Medical Image Anal. 88: 102863 (2023) - [c41]Luana Barros, Levy G. Chaves, Sandra Avila:
Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions. CIARP 2023: 1-14 - [c40]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Test-Time Selection for Robust Skin Lesion Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 37-46 - [c39]Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila:
The Performance of Transferability Metrics Does Not Translate to Medical Tasks. DART@MICCAI 2023: 105-114 - [i35]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues. CoRR abs/2305.05807 (2023) - [i34]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Test-Time Selection for Robust Skin Lesion Analysis. CoRR abs/2308.05595 (2023) - [i33]Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila:
The Performance of Transferability Metrics does not Translate to Medical Tasks. CoRR abs/2308.07444 (2023) - [i32]Luana Barros, Levy G. Chaves, Sandra Avila:
Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions. CoRR abs/2310.00517 (2023) - [i31]Gabriel Oliveira dos Santos, Diego A. B. Moreira, Alef Iury Ferreira, Jhessica Silva, Luiz Pereira, Pedro Bueno, Thiago Sousa, Helena Almeida Maia, Nádia Félix F. da Silva, Esther Colombini, Hélio Pedrini, Sandra Avila:
CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages. CoRR abs/2310.13683 (2023) - 2022
- [j14]Edson R. Bollis, Helena Almeida Maia, Hélio Pedrini, Sandra Avila:
Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification. Comput. Electron. Agric. 195: 106839 (2022) - [j13]Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila:
#PraCegoVer: A Large Dataset for Image Captioning in Portuguese. Data 7(2): 13 (2022) - [j12]Lívia Ruback, Denise Carvalho, Sandra Avila:
Mitigando Vieses no Aprendizado de Máquina: Uma Análise Sociotécnica. Braz. J. Inf. Syst. 15(1) (2022) - [c38]Raysa M. Benatti, Camila M. L. Villarroel, Sandra Avila, Esther Luna Colombini, Fabiana C. Severi:
Should I disclose my dataset? Caveats between reproducibility and individual data rights. NLLP@EMNLP 2022: 228-237 - [c37]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Artifact-Based Domain Generalization of Skin Lesion Models. ECCV Workshops (4) 2022: 133-149 - [c36]Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila:
An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis. ECCV Workshops (4) 2022: 150-166 - [c35]Camila Laranjeira da Silva, João Macedo, Sandra Avila, Jefersson A. dos Santos:
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. FAccT 2022: 2189-2205 - [d1]Anselmo Ferreira, Siovani Cintra Felipussi, Ramon Pires, Geise Santos, Sandra Avila, Jorge Albuquerque Lambert, Jiwu Huang, Anderson Rocha:
Eyes in the Skies: A Data-driven Fusion Approach to Identifying Drug Crops from Remote Sensing Images Dataset. IEEE DataPort, 2022
- [i30]Camila Laranjeira, João Macedo, Sandra Avila, Jefersson A. dos Santos:
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. CoRR abs/2204.14110 (2022) - [i29]Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh:
A Survey on Deep Learning for Skin Lesion Segmentation. CoRR abs/2206.00356 (2022) - [i28]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Artifact-Based Domain Generalization of Skin Lesion Models. CoRR abs/2208.09756 (2022) - [i27]Raysa M. Benatti, Camila M. L. Villarroel, Sandra Avila, Esther Luna Colombini, Fabiana C. Severi:
Should I disclose my dataset? Caveats between reproducibility and individual data rights. CoRR abs/2211.00498 (2022) - 2021
- [c34]Marcos Vinícius Adão Teixeira, Sandra Avila:
What should we pay attention to when classifying violent videos? ARES 2021: 49:1-49:10 - [c33]Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila:
CIDEr-R: Robust Consensus-based Image Description Evaluation. W-NUT 2021: 351-360 - [c32]Alceu Bissoto, Eduardo Valle, Sandra Avila:
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CVPR Workshops 2021: 1847-1856 - [c31]Alana de Santana Correia, Iury Cleveston, Viviane Bonadia dos Santos, Sandra Avila, Esther Luna Colombini:
An Attentional Model for Earthquake Prediction Using Seismic Data. PAAMS (Workshops) 2021: 53-64 - [i26]Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila:
#PraCegoVer: A Large Dataset for Image Captioning in Portuguese. CoRR abs/2103.11474 (2021) - [i25]Alceu Bissoto, Eduardo Valle, Sandra Avila:
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CoRR abs/2104.10603 (2021) - [i24]Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila:
An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis. CoRR abs/2106.09229 (2021) - [i23]Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila:
CIDEr-R: Robust Consensus-based Image Description Evaluation. CoRR abs/2109.13701 (2021) - [i22]Edson R. Bollis, Helena Almeida Maia, Hélio Pedrini, Sandra Avila:
Weakly Supervised Attention-based Models Using Activation Maps for Citrus Mite and Insect Pest Classification. CoRR abs/2110.00881 (2021) - 2020
- [j11]Thiago T. Santos, Leonardo L. de Souza, Andreza A. dos Santos, Sandra Avila:
Grape detection, segmentation, and tracking using deep neural networks and three-dimensional association. Comput. Electron. Agric. 170: 105247 (2020) - [j10]Eduardo Valle, Michel Fornaciali, Afonso Menegola, Julia Tavares, Flávia Vasques Bittencourt, Lin Tzy Li, Sandra Avila:
Data, depth, and design: Learning reliable models for skin lesion analysis. Neurocomputing 383: 303-313 (2020) - [c30]Edson R. Bollis, Hélio Pedrini, Sandra Avila:
Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. CVPR Workshops 2020: 310-319 - [c29]Vinícius Ribeiro, Sandra Avila, Eduardo Valle:
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation. CVPR Workshops 2020: 3182-3191 - [c28]Alceu Bissoto, Eduardo Valle, Sandra Avila:
Debiasing Skin Lesion Datasets and Models? Not So Fast. CVPR Workshops 2020: 3192-3201 - [i21]Edson R. Bollis, Hélio Pedrini, Sandra Avila:
Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. CoRR abs/2004.11252 (2020) - [i20]Alceu Bissoto, Eduardo Valle, Sandra Avila:
Debiasing Skin Lesion Datasets and Models? Not So Fast. CoRR abs/2004.11457 (2020) - [i19]Vinícius Ribeiro, Sandra Avila, Eduardo Valle:
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation. CoRR abs/2004.13856 (2020)
2010 – 2019
- 2019
- [j9]Ramon Pires, Sandra Avila, Jacques Wainer, Eduardo Valle, Michael D. Abràmoff, Anderson Rocha:
A data-driven approach to referable diabetic retinopathy detection. Artif. Intell. Medicine 96: 93-106 (2019) - [j8]Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
Multimodal data fusion for sensitive scene localization. Inf. Fusion 45: 307-323 (2019) - [j7]Anselmo Ferreira, Siovani Cintra Felipussi, Ramon Pires, Sandra Avila, Geise Santos, Jorge Albuquerque Lambert, Jiwu Huang, Anderson Rocha:
Eyes in the Skies: A Data-Driven Fusion Approach to Identifying Drug Crops From Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4773-4786 (2019) - [c27]Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila:
(De)Constructing Bias on Skin Lesion Datasets. CVPR Workshops 2019: 2766-2774 - [c26]Fábio Perez, Sandra Avila, Eduardo Valle:
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification. CVPR Workshops 2019: 2775-2783 - [c25]Bruno Peixoto, Bahram Lavi, João Paulo Pereira Martin, Sandra Avila, Zanoni Dias, Anderson Rocha:
Toward Subjective Violence Detection in Videos. ICASSP 2019: 8276-8280 - [c24]Akari Ishikawa, Edson R. Bollis, Sandra Avila:
Combating the Elsagate Phenomenon: Deep Learning Architectures for Disturbing Cartoons. IWBF 2019: 1-6 - [c23]Eva Maia Malta, Sandra Avila, Edson Borin:
Exploring the Cost-benefit of AWS EC2 GPU Instances for Deep Learning Applications. UCC 2019: 21-29 - [i18]Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila:
Skin Lesion Synthesis with Generative Adversarial Networks. CoRR abs/1902.03253 (2019) - [i17]Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila:
(De)Constructing Bias on Skin Lesion Datasets. CoRR abs/1904.08818 (2019) - [i16]Akari Ishikawa, Edson R. Bollis, Sandra Avila:
Combating the Elsagate phenomenon: Deep learning architectures for disturbing cartoons. CoRR abs/1904.08910 (2019) - [i15]Fábio Perez, Sandra Avila, Eduardo Valle:
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification. CoRR abs/1904.12724 (2019) - [i14]Vinícius Ribeiro, Sandra Avila, Eduardo Valle:
Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation. CoRR abs/1906.02415 (2019) - [i13]Thiago T. Santos, Leonardo L. de Souza, Andreza A. dos Santos, Sandra Avila:
Grape detection, segmentation and tracking using deep neural networks and three-dimensional association. CoRR abs/1907.11819 (2019) - [i12]Alceu Bissoto, Eduardo Valle, Sandra Avila:
The Six Fronts of the Generative Adversarial Networks. CoRR abs/1910.13076 (2019) - 2018
- [j6]Paulo Vitorino, Sandra Avila, Mauricio Perez, Anderson Rocha:
Leveraging deep neural networks to fight child pornography in the age of social media. J. Vis. Commun. Image Represent. 50: 303-313 (2018) - [c22]Bruno Malveira Peixoto, Sandra Avila, Zanoni Dias, Anderson Rocha:
Breaking down violence: A deep-learning strategy to model and classify violence in videos. ARES 2018: 50:1-50:7 - [c21]Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila:
Skin Lesion Synthesis with Generative Adversarial Networks. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 294-302 - [c20]Fábio Perez, Cristina Vasconcelos, Sandra Avila, Eduardo Valle:
Data Augmentation for Skin Lesion Analysis. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 303-311 - [i11]Alceu Bissoto, Fábio Perez, Vinícius Ribeiro, Michel Fornaciali, Sandra Avila, Eduardo Valle:
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018. CoRR abs/1808.08480 (2018) - [i10]Fábio Perez, Cristina Vasconcelos, Sandra Avila, Eduardo Valle:
Data Augmentation for Skin Lesion Analysis. CoRR abs/1809.01442 (2018) - 2017
- [j5]Mauricio Perez, Sandra Eliza Fontes de Avila, Daniel Moreira, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
Video pornography detection through deep learning techniques and motion information. Neurocomputing 230: 279-293 (2017) - [j4]Ramon Pires, Sandra Eliza Fontes de Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha:
Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. IEEE J. Biomed. Health Informatics 21(1): 193-200 (2017) - [c19]Matheus Macedo Leonardo, Sandra Avila, Roberto A. Zucchi, Fábio Augusto Faria:
Mid-level Image Representation for Fruit Fly Identification (Diptera: Tephritidae). eScience 2017: 202-209 - [c18]Afonso Menegola, Michel Fornaciali, Ramon Pires, Flávia Vasques Bittencourt, Sandra Avila, Eduardo Valle:
Knowledge transfer for melanoma screening with deep learning. ISBI 2017: 297-300 - [c17]Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
Temporal Robust Features for Violence Detection. WACV 2017: 391-399 - [i9]Afonso Menegola, Julia Tavares, Michel Fornaciali, Lin Tzy Li, Sandra Eliza Fontes de Avila, Eduardo Valle:
RECOD Titans at ISIC Challenge 2017. CoRR abs/1703.04819 (2017) - [i8]Afonso Menegola, Michel Fornaciali, Ramon Pires, Flávia Vasques Bittencourt, Sandra Eliza Fontes de Avila, Eduardo Valle:
Knowledge Transfer for Melanoma Screening with Deep Learning. CoRR abs/1703.07479 (2017) - [i7]Eduardo Valle, Michel Fornaciali, Afonso Menegola, Julia Tavares, Flávia Vasques Bittencourt, Lin Tzy Li, Sandra Avila:
Data, Depth, and Design: Learning Reliable Models for Melanoma Screening. CoRR abs/1711.00441 (2017) - 2016
- [j3]Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
A mid-level video representation based on binary descriptors: A case study for pornography detection. Neurocomputing 213: 102-114 (2016) - [c16]Micael Carvalho, Matthieu Cord, Sandra Eliza Fontes de Avila, Nicolas Thome, Eduardo Valle:
Deep Neural Networks Under Stress. ICIP 2016: 4443-4447 - [i6]Michel Fornaciali, Micael Carvalho, Flávia Vasques Bittencourt, Sandra Eliza Fontes de Avila, Eduardo Valle:
Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results. CoRR abs/1604.04024 (2016) - [i5]Micael Carvalho, Matthieu Cord, Sandra Eliza Fontes de Avila, Nicolas Thome, Eduardo Valle:
Deep Neural Networks Under Stress. CoRR abs/1605.03498 (2016) - [i4]Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
A Mid-level Video Representation based on Binary Descriptors: A Case Study for Pornography Detection. CoRR abs/1605.03804 (2016) - [i3]Afonso Menegola, Michel Fornaciali, Ramon Pires, Sandra Eliza Fontes de Avila, Eduardo Valle:
Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes. CoRR abs/1609.01228 (2016) - 2015
- [c15]Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
RECOD at MediaEval 2015: Affective Impact of Movies Task. MediaEval 2015 - [i2]Otávio Augusto Bizetto Penatti, Sandra Eliza Fontes de Avila, Eduardo Valle, Ricardo da Silva Torres:
Semantic Diversity versus Visual Diversity in Visual Dictionaries. CoRR abs/1511.06704 (2015) - 2014
- [c14]Ramon Pires, Sandra Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha:
Automatic Diabetic Retinopathy detection using BossaNova representation. EMBC 2014: 146-149 - [c13]Carlos Caetano, Sandra Eliza Fontes de Avila, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
Pornography detection using BossaNova video descriptor. EUSIPCO 2014: 1681-1685 - [c12]Sandra Eliza Fontes de Avila, Daniel Moreira, Mauricio Perez, Daniel Moraes, Isabela Cota, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
RECOD at MediaEval 2014: Violent Scenes Detection Task. MediaEval 2014 - [c11]Carlos Caetano, Sandra Eliza Fontes de Avila, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
Representing local binary descriptors with BossaNova for visual recognition. SAC 2014: 49-54 - [c10]Michel Fornaciali, Sandra Eliza Fontes de Avila, Micael Carvalho, Eduardo Valle:
Statistical Learning Approach for Robust Melanoma Screening. SIBGRAPI 2014: 319-326 - [c9]Luam Catao Totti, Felipe Almeida Costa, Sandra Eliza Fontes de Avila, Eduardo Valle, Wagner Meira Jr., Virgílio A. F. Almeida:
The impact of visual attributes on online image diffusion. WebSci 2014: 42-51 - 2013
- [b1]Sandra Eliza Fontes de Avila:
Extended Bag-Of-Words Formalism For Image Classification. Pierre and Marie Curie University, Paris, France, 2013 - [j2]Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Araújo:
Pooling in image representation: The visual codeword point of view. Comput. Vis. Image Underst. 117(5): 453-465 (2013) - [c8]Thibaut Durand, Nicolas Thome, Matthieu Cord, Sandra Eliza Fontes de Avila:
Image classification using object detectors. ICIP 2013: 4340-4344 - 2012
- [c7]Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Araújo:
BossaNova at ImageCLEF 2012 Flickr Photo Annotation Task. CLEF (Online Working Notes/Labs/Workshop) 2012 - 2011
- [j1]Sandra Eliza Fontes de Avila, Ana Paula Brandão Lopes, Antonio da Luz Jr., Arnaldo de Albuquerque Araújo:
VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method. Pattern Recognit. Lett. 32(1): 56-68 (2011) - [c6]Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Araújo:
BOSSA: Extended bow formalism for image classification. ICIP 2011: 2909-2912 - [i1]Eduardo Valle, Sandra Eliza Fontes de Avila, Antonio da Luz Jr., Fillipe Dias Moreira de Souza, Marcelo de Miranda Coelho, Arnaldo de Albuquerque Araújo:
Content-Based Filtering for Video Sharing Social Networks. CoRR abs/1101.2427 (2011)
2000 – 2009
- 2009
- [c5]Ana Paula Brandão Lopes, Sandra Eliza Fontes de Avila, Anderson N. A. Peixoto, Rodrigo Silva Oliveira, Arnaldo de Albuquerque Araújo:
A bag-of-features approach based on Hue-SIFT descriptor for nude detection. EUSIPCO 2009: 1552-1556 - [c4]Ana Paula Brandão Lopes, Sandra Eliza Fontes de Avila, Anderson N. A. Peixoto, Rodrigo Silva Oliveira, Marcelo de Miranda Coelho, Arnaldo de Albuquerque Araújo:
Nude Detection in Video Using Bag-of-Visual-Features. SIBGRAPI 2009: 224-231 - 2008
- [c3]Sandra Eliza Fontes de Avila, Antonio da Luz Jr., Arnaldo de Albuquerque Araújo, Matthieu Cord:
VSUMM: An Approach for Automatic Video Summarization and Quantitative Evaluation. SIBGRAPI 2008: 103-110 - [c2]Ana Paula Brandão Lopes, David Lunardi Flam, Natalia C. Batista, Sandra Eliza Fontes de Avila, Jussara M. Almeida, Arnaldo de Albuquerque Araújo:
Automatic frame extraction for improving content-based image retrieval of historical photographs. WebMedia 2008: 44-50 - 2007
- [c1]Sandra de Avila, Leonardo N. Matos, Cinthia Obladen de Almendra Freitas, João Marques de Carvalho:
Evaluating a Zoning Mechanism and Class-Modular Architecture for Handwritten Characters Recognition. CIARP 2007: 515-524
Coauthor Index
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