Search Results - "Junior, Julio Jacques"

Dominant and Complementary Emotion Recognition From Still Images of Faces by Jianzhu Guo, Zhen Lei, Jun Wan, Avots, Egils, Hajarolasvadi, Noushin, Knyazev, Boris, Kuharenko, Artem, Silveira Jacques Junior, Julio C., Baró, Xavier, Demirel, Hasan, Escalera, Sergio, Allik, Jüri, Anbarjafari, Gholamreza

“…Emotion recognition has a key role in affective computing. Recently, fine-grained emotion analysis, such as compound facial expression of emotions, has…”
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First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis by Jacques Junior, Julio C. S., Gucluturk, Yagmur, Perez, Marc, Guclu, Umut, Andujar, Carlos, Baro, Xavier, Escalante, Hugo Jair, Guyon, Isabelle, van Gerven, Marcel A. J., van Lier, Rob, Escalera, Sergio

“…Personality analysis has been widely studied in psychology, neuropsychology, and signal processing fields, among others. From the past few years, it also…”
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Towards automated computer vision: analysis of the AutoCV challenges 2019 by Liu, Zhengying, Xu, Zhen, Escalera, Sergio, Guyon, Isabelle, Jacques Junior, Julio C.S., Madadi, Meysam, Pavao, Adrien, Treguer, Sebastien, Tu, Wei-Wei

“…•Review of AutoCV challenges, which propose a novel any-time metric.•Winner solutions with good generalisability are open-sourced.•Data augmentation has proven…”
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Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions by Curto, David, Clapes, Albert, Selva, Javier, Smeureanu, Sorina, Jacques Junior, Julio C. S., Gallardo-Pujol, David, Guilera, Georgina, Leiva, David, Moeslund, Thomas B., Escalera, Sergio, Palmero, Cristina

“…Personality computing has become an emerging topic in computer vision, due to the wide range of applications it can be used for. However, most works on the…”
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Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019 by Liu, Zhengying, Pavao, Adrien, Xu, Zhen, Escalera, Sergio, Ferreira, Fabio, Guyon, Isabelle, Hong, Sirui, Hutter, Frank, Ji, Rongrong, Junior, Julio C. S. Jacques, Li, Ge, Lindauer, Marius, Luo, Zhipeng, Madadi, Meysam, Nierhoff, Thomas, Niu, Kangning, Pan, Chunguang, Stoll, Danny, Treguer, Sebastien, Wang, Jin, Wang, Peng, Wu, Chenglin, Xiong, Youcheng, Zela, Arber, Zhang, Yang

“…This paper reports the results and post-challenge analyses of ChaLearn's AutoDL challenge series, which helped sorting out a profusion of AutoML solutions for…”
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Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification by Jacques, Julio C.S., Baró, Xavier, Escalera, Sergio

“…Person re-identification has received special attention by the human analysis community in the last few years. To address the challenges in this field, many…”
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Skeleton-based human segmentation in still images by Jacques, J. C. S., Jung, C. R., Musse, S. R.

“…In this paper we propose a skeleton-based model for human segmentation in static images. Our approach explores edge information, orientation coherence and…”
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On the Effect of Observed Subject Biases in Apparent Personality Analysis From Audio-Visual Signals by Principi, Ricardo Dario Perez, Palmero, Cristina, Junior, Julio C. S. Jacques, Escalera, Sergio

“…Personality perception is implicitly biased due to many subjective factors, such as cultural, social, contextual, gender, and appearance. Approaches developed…”
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Modeling, Recognizing, and Explaining Apparent Personality From Videos by Escalante, Hugo Jair, Kaya, Heysem, Salah, Albert Ali, Escalera, Sergio, Gucluturk, Yagmur, Guclu, Umut, Baro, Xavier, Guyon, Isabelle, Junior, Julio C. S. Jacques, Madadi, Meysam, Ayache, Stephane, Viegas, Evelyne, Gurpnar, Furkan, Wicaksana, Achmadnoer Sukma, Liem, Cynthia C. S., van Gerven, Marcel A. J., van Lier, Rob

“…Explainability and interpretability are two critical aspects of decision support systems. Despite their importance, it is only recently that researchers are…”
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Dominant and Complementary Multi-Emotional Facial Expression Recognition Using C-Support Vector Classification by Loob, Christer, Rasti, Pejman, Lusi, Iiris, Jacques, Julio C.S., Baro, Xavier, Escalera, Sergio, Sapinski, Tomasz, Kaminska, Dorota, Anbarjafari, Gholamreza

“…We are proposing a new facial expression recognition model which introduces 30+ detailed facial expressions recognisable by any artificial intelligence…”
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ChaLearn LAP 2020 Challenge on Identity-preserved Human Detection: Dataset and Results by Clapes, Albert, Jacques Junior, Julio C. S., Morral, Carla, Escalera, Sergio

“…This paper summarizes the ChaLearn Looking at People 2020 Challenge on Identity-preserved Human Detection (IPHD). For the purpose, we released a large novel…”
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Person Perception Biases Exposed: Revisiting the First Impressions Dataset by Junior, Julio C. S. Jacques, Lapedriza, Agata, Palmero, Cristina, Baro, Xavier, Escalera, Sergio

“…This work revisits the ChaLearn First Impressions database, annotated for personality perception using pairwise comparisons via crowdsourcing. We analyse for…”
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Crowd Analysis Using Computer Vision Techniques by Silveira Jacques Junior, Julio Cezar, Musse, Soraia Raupp, Jung, Claudio Rosito

“…This article presents a survey on crowd analysis using computer vision techniques, covering different aspects such as people tracking, crowd density…”
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Shape-Based Pedestrian Segmentation in Still Images by Silveira Jacques Junior, Julio Cezar, Raupp Musse, Soraia

“…Pedestrian segmentation is a problem of considerable practical interest. In this work we propose a shape-based model for pedestrian segmentation. Our model is…”
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Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos by Escalante, Hugo Jair, Kaya, Heysem, Salah, Albert Ali, Escalera, Sergio, Gucluturk, Yagmur, Güçlü, Umut, Baró, Xavier, Guyon, Isabelle, Junior, Julio Jacques, Madadi, Meysam, Ayache, Stéphane, Viegas, Evelyne, Gurpinar, Furkan, Wicaksana, Achmadnoer Sukma, Liem, Cynthia C. S., van Gerven, Marcel A. J., van Lier, Rob

“…Explainability and interpretability are two critical aspects of decision support systems. Within computer vision, they are critical in certain tasks related to…”
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Dominant and Complementary Emotion Recognition from Still Images of Faces by Guo, Jianzhu, Lei, Zhen, Wan, Jun, Avots, Egils, Hajarolasvadi, Noushin, Knyazev, Boris, Kuharenko, Artem, Jacques Junior, Julio Cezar Silveira, Baró, Xavier, Demirel, Hasan, Escalera Guerrero, Sergio, Allik, Jüri, Anbarjari, Gholamreza

“…Emotion recognition has a key role in affective computing. Recently, fine-grained emotion analysis, such as compound facial expression of emotions, has…”
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Improved Head-Shoulder Human Contour Estimation through Clusters of Learned Shape Models by Silveira Jacques, Julio Cezar, Raupp Musse, Soraia

“…In this paper we propose a clustering-based learning approach to improve an existing model for human head-shoulder contour estimation. The contour estimation…”
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ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research by Sincan, Ozge Mercanoglu, Jacques, Julio C. S., Escalera, Sergio, Keles, Hacer Yalim

“…The performances of Sign Language Recognition (SLR) systems have improved considerably in recent years. However, several open challenges still need to be…”
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Head-shoulder human contour estimation in still images by Jacques, Julio C. S., Jung, Claudio R., Musse, Soraia R.

“…In this paper we propose a head-shoulder contour estimation model for human figures in still images, captured in a frontal pose. The contour estimation is…”
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Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition by Triantafillou, Eleni, Kairouz, Peter, Pedregosa, Fabian, Hayes, Jamie, Kurmanji, Meghdad, Zhao, Kairan, Dumoulin, Vincent, Junior, Julio Jacques, Mitliagkas, Ioannis, Wan, Jun, Hosoya, Lisheng Sun, Escalera, Sergio, Dziugaite, Gintare Karolina, Triantafillou, Peter, Guyon, Isabelle

“…We present the findings of the first NeurIPS competition on unlearning, which sought to stimulate the development of novel algorithms and initiate discussions…”
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