Search Results - "Yang, Heekyung"

A Multi-Column CNN Model for Emotion Recognition from EEG Signals by Yang, Heekyung, Han, Jongdae, Min, Kyungha

“…We present a multi-column CNN-based model for emotion recognition from EEG signals. Recently, a deep neural network is widely employed for extracting features…”
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EEG-Based Estimation on the Reduction of Negative Emotions for Illustrated Surgical Images by Yang, Heekyung, Han, Jongdae, Min, Kyungha

“…Electroencephalogram (EEG) biosignals are widely used to measure human emotional reactions. The recent progress of deep learning-based classification models…”
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Emotion Variation from Controlling Contrast of Visual Contents through EEG-Based Deep Emotion Recognition by Yang, Heekyung, Han, Jongdae, Min, Kyungha

“…Visual contents such as movies and animation evoke various human emotions. We examine an argument that the emotion from the visual contents may vary according…”
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DALS: Diffusion-Based Artistic Landscape Sketch by Kim, Junho, Yang, Heekyung, Min, Kyungha

“…We propose a framework that synthesizes artistic landscape sketches using a diffusion model-based approach. Furthermore, we suggest a three-channel perspective…”
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Portrait Sketch Generative Model for Misaligned Photo-to-Sketch Dataset by Kim, Hyungbum, Kim, Junho, Yang, Heekyung

“…A deep-learning-based model for generating line-based portrait sketches from portrait photos is proposed in this paper. The misalignment problem is addressed…”
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Perception of Facial Impressions Using Explicit Features of the Face (xFoFs) by Yeom, Jihyeon, Lee, Jeongin, Yang, Heekyung, Min, Kyungha

“…We present a novel approach to perceiving facial impressions by defining the explicit features of the face (xFoFs) based on anthropometric studies. The xFoFs…”
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A Pose and Style-Invariant Reenactment Technique for Artistic Portraits Using GAN by Oh, Junyoung, Min, Kyungha, Yang, Heekyung

“…Face reenactment techniques change the facial expression of a character in a photograph. This technique is very attractive in that it helps in the creation of…”
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Hybrid Character Generation via Shape Control Using Explicit Facial Features by Lee, Jeongin, Yeom, Jihyeon, Yang, Heekyung, Min, Kyungha

“…We present a hybrid approach for generating a character by independently controlling its shape and texture using an input face and a styled face. To…”
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A Transfer Learning for Line-Based Portrait Sketch by Kim, Hyungbum, Oh, Junyoung, Yang, Heekyung

“…This paper presents a transfer learning-based framework that produces line-based portrait sketch images from portraits. The proposed framework produces sketch…”
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A GAN-Based Face Rotation for Artistic Portraits by Kim, Handong, Kim, Junho, Yang, Heekyung

“…We present a GAN-based model that rotates the faces in artistic portraits to various angles. We build a dataset of artistic portraits for training our…”
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24-GAN: Portrait Generation with Composite Attributes by Kim, Jiin, Yang, Heekyung, Min, Kyungha

“…We present a portrait-generation framework that can control composite attributes. Our target attribute covers the three global attributes of age, sex, and…”
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An Attention-Based Generative Adversarial Network for Producing Illustrative Sketches by Yeom, Jihyeon, Yang, Heekyung, Min, Kyungha

“…An illustrative sketch style expresses important shapes and regions of objects and scenes with salient lines and dark tones, while abstracting less important…”
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Generating 2D Lego Compatible Puzzles Using Reinforcement Learning by Park, Cheolseong, Yang, Heekyung, Min, Kyungha

“…We present a framework that generates a 2D Lego-compatible puzzle layout of greater than thousands pieces of bricks using a reinforcement learning technique…”
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A Stylized Approach for Pencil Drawing from Photographs by Yang, Heekyung, Kwon, Yunmi, Min, Kyungha

“…We present a stylized scheme that produces pencil drawings in a range of styles from an image. To produce controllable pencil drawing effects and remedy the…”
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Classification of basic artistic media based on a deep convolutional approach by Yang, Heekyung, Min, Kyungha

“…Artistic media play an important role in recognizing and classifying artworks in many artwork classification works and public artwork databases. We employ deep…”
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P3-4: Binocular Visual Acuity in Exotropia by Yang, Heekyung, Ahn, Seong Joon, Hwang, Jeong-Min

“…Purpose: To investigate binocular interaction of visual acuity in patients with intermittent exotropia and its relationship with accommodative responses during…”
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Importance-based approach for rough drawings by Yang, Heekyung, Min, Kyungha

“…We present a framework for producing rough drawings from photographs. Depicting a scene using a series of lines is one of the most effective methods of visual…”
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Distinguishing Emotional Responses to Photographs and Artwork Using a Deep Learning-Based Approach by Yang, Heekyung, Han, Jongdae, Min, Kyungha

“…Visual stimuli from photographs and artworks raise corresponding emotional responses. It is a long process to prove whether the emotions that arise from…”
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Pencil rendering on 3D meshes using convolution by Kwon, Yunmi, Yang, Heekyung, Min, Kyungha

“…We produce various styles of pencil drawings from a 3D triangular mesh using a new two-phase approach based on convolution. First, we generate the noise…”
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