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IW-FCV 2020: Ibusuki, Kagoshima, Japan
- Wataru Ohyama
, Soon Ki Jung:
Frontiers of Computer Vision - 26th International Workshop, IW-FCV 2020, Ibusuki, Kagoshima, Japan, February 20-22, 2020, Revised Selected Papers. Communications in Computer and Information Science 1212, Springer 2020, ISBN 978-981-15-4817-8
Real-World Applications
- Mohamed A. Abdelwahab
Efficient and Fast Traffic Congestion Classification Based on Video Dynamics and Deep Residual Network. 3-17 - Seon Ho Oh
Early Wildfire Detection Using Convolutional Neural Network. 18-30 - Maryam Sultana
Deep Matting for AR Based Interior Design. 31-42 - Yuuki Yamasaki, Masahiro Migita, Gou Koutaki, Masashi Toda, Tsuyoshi Kishigami:
Examination and Issues of Kumamoto Castle Ishigaki Region Extraction Focusing on Stone Contour Features. 43-53 - Laiba Zahid, Muazzam Maqsood
Detection of Speech Impairments in Parkinson Disease Using Handcrafted Feature-Based Model on Spanish Speech Corpus. 54-65
Face, Pose, and Action Recognition
- Xiaohan Wang, Jun'ichi Miyao, Takio Kurita
Short-Term Action Recognition by 3D Convolutional Neural Network with Pixel-Wise Evidences. 69-82 - Wataru Ohyama, Yuta Somada, Nobu C. Shirai, Tetsushi Wakabayashi:
Discriminative Metric Learning with Convolutional Feature Descriptors for Age-Invariant Face Recognition and Verification. 83-96 - Ajmal Shahbaz, Kang-Hyun Jo:
Dilated CNN Based Human Verifier for Intrusion Detection. 97-107 - Onur Temuroglu, Yasutomo Kawanishi
Occlusion-Aware Skeleton Trajectory Representation for Abnormal Behavior Detection. 108-121 - Prabesh Paudel
A Deep-Learning Based Worker's Pose Estimation. 122-135 - Takuya Kamitani, Yuta Yamaguchi, Masashi Nishiyama, Yoshio Iwai
Identifying People Using Body Sway in Case of Self-occlusion. 136-149 - Rina Ichige, Yoshimitsu Aoki:
Action Recognition in Sports Video Considering Location Information. 150-164
Object Detection and Tracking
- Mustansar Fiaz
Adaptive Feature Selection Siamese Networks for Visual Tracking. 167-179 - Youlkyeong Lee, Kang-Hyun Jo:
Faster R-CNN with Attention Feature Map for Robust Object Detection. 180-191 - Toshihiro Takahashi, Hisato Fukuda, Yoshinori Kobayashi, Yoshinori Kuno
Indoor Visual Re-localization Based on Confidence Score Using Omni-Directional Camera. 192-205 - Keijiro Kanda, Muthu Subash Kavitha
Analysis of Information Flow in Hidden Layers of the Trained Neural Network by Canonical Correlation Analysis. 206-220
Inspection and Diagnosis
- Dong-Wook Seo, Yejin Ha, Seungbo Ha, Kang-Hyun Jo, Hyun-Deok Kang:
Study of GANs Using a Few Images for Sealer Inspection Systems. 223-235 - Kyosuke Komoto, Hiroaki Aizawa, Kunihito Kato:
Consistency Ensured Bi-directional GAN for Anomaly Detection. 236-247 - Maryam Sultana
Unsupervised Adversarial Learning for Dynamic Background Modeling. 248-261 - Shah B. Shrey, Lukman Hakim
Transfer Learning by Cascaded Network to Identify and Classify Lung Nodules for Cancer Detection. 262-273 - Van-Dung Hoang
Hybrid Deep Learning and Data Augmentation for Disease Candidate Extraction. 274-286
Camera, 3D and Imaging
- Koumei Hamaen, Daisuke Miyazaki
Multispectral Photometric Stereo Using Intrinsic Image Decomposition. 289-304 - Yuki Saito
In-Plane Rotation-Aware Monocular Depth Estimation Using SLAM. 305-317 - Takumi Nasu, Tsuyoshi Migita, Takeshi Shakunaga, Norikazu Takahashi
Uncalibrated Photometric Stereo Using Quadric Surfaces with Two Cameras. 318-332 - Yuji Oyamada:
Gaussian Processes for Efficient Plane-Based Camera Calibration. 333-346 - Fairuz Safwan Mahad
Leveraging Pyramidal Feature Hierarchy for 3D Reconstruction. 347-362 - Takuto Nakashima, Ryo Matsuoka
Inverse Lighting from Cast Shadows Under Unknown Radiometric Response Function. 363-375
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