Chang-Su Kim

50 papers · 2014–2024 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (10) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (59) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (23) 🏆 Keyword Champion (2) 🚀 Conference Pioneer 🗃️ Keyword Collector (166) 🔥 Unstoppable (11) ⚡ Prolific Year (6) 💎 Century Club (50)

Conferences

CVPR (23) ECCV (12) ICCV (11) ICLR (3) NIPS (1)

Top co-authors

Yeong Jun Koh (8) Seon-Ho Lee (7) Jae-Han Lee (7) Won-Dong Jang (7) Dongkwon Jin (7) Chul Lee (5) Han-Ul Kim (5) Nyeong-Ho Shin (4) Jae-Young Sim (4) Seong-Gyun Jeong (4)

Research topics

Computer Vision (1)

Keywords

convolutional neural network (4) motion estimation (4) image segmentation (3) video segmentation (3) visual tracking (3) optical flow (3) semantic segmentation (3) video object segmentation (3) interactive image segmentation (2) representation learning (2) video processing (2) facial age estimation (2) rank estimation (2) ordinal regression (2) object detection (2) depth estimation (2) lane detection (2) video frame interpolation (2) image compression (2) neural network (2)

Papers

MFP: Making Full Use of Probability Maps for Interactive Image Segmentation CVPR 2024

Semantic Line Combination Detector CVPR 2024

Masked Spatial Propagation Network for Sparsity-Adaptive Depth Refinement CVPR 2024

Blind Image Quality Assessment Based on Geometric Order Learning CVPR 2024

Forbes: Face Obfuscation Rendering via Backpropagation Refinement Scheme ECCV 2024

OMR: Occlusion-Aware Memory-Based Refinement for Video Lane Detection ECCV 2024

Unsupervised Order Learning ICLR 2024

Context-Based Trit-Plane Coding for Progressive Image Compression CVPR 2023

BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation CVPR 2023

Recursive Video Lane Detection ICCV 2023

Continuously Masked Transformer for Image Inpainting ICCV 2023

Depth Map Decomposition for Monocular Depth Estimation ECCV 2022

Geometric Order Learning for Rank Estimation NIPS 2022

Order Learning Using Partially Ordered Data via Chainization ECCV 2022

Moving Window Regression: A Novel Approach to Ordinal Regression CVPR 2022

DPICT: Deep Progressive Image Compression Using Trit-Planes CVPR 2022

Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation CVPR 2022

Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes CVPR 2022

Harmonious Semantic Line Detection via Maximal Weight Clique Selection CVPR 2021

Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps CVPR 2021

Representative Color Transform for Image Enhancement ICCV 2021

Asymmetric Bilateral Motion Estimation for Video Frame Interpolation ICCV 2021

Learning Multiple Pixelwise Tasks Based on Loss Scale Balancing ICCV 2021

Deep Repulsive Clustering of Ordered Data Based on Order-Identity Decomposition ICLR 2021

Interactive Video Object Segmentation Using Global and Local Transfer Modules ECCV 2020

Semantic Line Detection Using Mirror Attention and Comparative Ranking and Matching ECCV 2020

Order Learning and Its Application to Age Estimation ICLR 2020

Global and Local Enhancement Networks for Paired and Unpaired Image Enhancement ECCV 2020

PieNet: Personalized Image Enhancement Network ECCV 2020

BMBC: Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation ECCV 2020

Multi-Loss Rebalancing Algorithm for Monocular Depth Estimation ECCV 2020

Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization ICCV 2019

Instance-Level Future Motion Estimation in a Single Image Based on Ordinal Regression ICCV 2019

Monocular Depth Estimation Using Relative Depth Maps CVPR 2019

Interactive Image Segmentation via Backpropagating Refinement Scheme CVPR 2019

Sequential Clique Optimization for Video Object Segmentation ECCV 2018

Monocular Depth Estimation Using Whole Strip Masking and Reliability-Based Refinement ECCV 2018

Single-Image Depth Estimation Based on Fourier Domain Analysis CVPR 2018

Online Video Object Segmentation via Convolutional Trident Network CVPR 2017

Primary Object Segmentation in Videos Based on Region Augmentation and Reduction CVPR 2017

Contour-Constrained Superpixels for Image and Video Processing CVPR 2017

Semantic Line Detection and Its Applications ICCV 2017

CDTS: Collaborative Detection, Tracking, and Segmentation for Online Multiple Object Segmentation in Videos ICCV 2017

Temporal Superpixels Based on Proximity-Weighted Patch Matching ICCV 2017

Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions CVPR 2016

POD: Discovering Primary Objects in Videos Based on Evolutionary Refinement of Object Recurrence, Background, and Primary Object Models CVPR 2016

Multihypothesis Trajectory Analysis for Robust Visual Tracking CVPR 2015

Multiple Random Walkers and Their Application to Image Cosegmentation CVPR 2015

SOWP: Spatially Ordered and Weighted Patch Descriptor for Visual Tracking ICCV 2015

Visual Tracking Using Pertinent Patch Selection and Masking CVPR 2014