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ACCV Workshops 2018: Perth, Australia
- Gustavo Carneiro, Shaodi You:
Computer Vision - ACCV 2018 Workshops - 14th Asian Conference on Computer Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11367, Springer 2019, ISBN 978-3-030-21073-1
Learning and Inference Methods for High-Performance Imaging (LIMHPI)
- Hao Zhu, Xiaoming Sun, Qi Zhang, Qing Wang, Antonio Robles-Kelly
, Hongdong Li
Anti-occlusion Light-Field Optical Flow Estimation Using Light-Field Super-Pixels. 3-12
Attention/Intention Understanding (AIU)
- Yuki Kodama, Yasutomo Kawanishi
Localizing the Gaze Target of a Crowd of People. 15-30 - Naoto Ienaga, Wataru Kawai, Koji Fujita
A Thumb Tip Wearable Device Consisting of Multiple Cameras to Measure Thumb Posture. 31-38 - Jiri Fajtl
Summarizing Videos with Attention. 39-54 - Atsuya Sakata, Yasushi Makihara, Noriko Takemura
Gait-Based Age Estimation Using a DenseNet. 55-63 - Kaho Yamada, Seiya Ito, Naoshi Kaneko, Kazuhiko Sumi:
Human Action Recognition via Body Part Region Segmented Dense Trajectories. 64-72
AI Aesthetics in Art and Media (AIAM)
- Rajdeep H. Banerjee, Anoop Kolar Rajagopal, Nilpa Jha, Arun Patro, Aruna Rajan:
Let AI Clothe You: Diversified Fashion Generation. 75-87 - Yu Sugiyama, Keiji Yanai
Word-Conditioned Image Style Transfer. 88-99 - Atsushi Narusawa, Wataru Shimoda, Keiji Yanai
Font Style Transfer Using Neural Style Transfer and Unsupervised Cross-domain Transfer. 100-109 - John See
Paying Attention to Style: Recognizing Photo Styles with Convolutional Attentional Units. 110-124
Third International Workshop on Robust Reading (IWRR)
- Michal Busta, Yash Patel, Jiri Matas
E2E-MLT - An Unconstrained End-to-End Method for Multi-language Scene Text. 127-143 - Devashish Lohani, Abdel Belaïd, Yolande Belaïd:
An Invoice Reading System Using a Graph Convolutional Network. 144-158 - Rohit Rahul, Arindam Chowdhury, Animesh, Samarth Mittal, Lovekesh Vig:
Reading Industrial Inspection Sheets by Inferring Visual Relations. 159-173 - Monika Sharma, Abhishek Verma, Lovekesh Vig:
Learning to Clean: A GAN Perspective. 174-185 - Vishwanath D, Rohit Rahul, Gunjan Sehgal, Swati, Arindam Chowdhury, Monika Sharma, Lovekesh Vig, Gautam Shroff, Ashwin Srinivasan:
Deep Reader: Information Extraction from Document Images via Relation Extraction and Natural Language. 186-201 - Chankyu Choi, Youngmin Yoon, Junsu Lee, Junseok Kim:
Simultaneous Recognition of Horizontal and Vertical Text in Natural Images. 202-212
Artificial Intelligence for Retinal Image Analysis (AIRIA)
- David Alonso-Caneiro
Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning Methods. 215-228 - Hitoshi Tabuchi, Hiroki Masumoto, Shunsuke Nakakura, Asuka Noguchi, Hirotaka Tanabe
Discrimination Ability of Glaucoma via DCNNs Models from Ultra-Wide Angle Fundus Images Comparing Either Full or Confined to the Optic Disc. 229-234 - Yi-Chieh Liu, Hao-Hsiang Yang, Chao-Han Huck Yang, Jia-Hong Huang
Synthesizing New Retinal Symptom Images by Multiple Generative Models. 235-250 - Hiroki Masumoto, Hitoshi Tabuchi, Shoto Adachi, Shunsuke Nakakura, Hideharu Ohsugi, Daisuke Nagasato:
Retinal Detachment Screening with Ensembles of Neural Network Models. 251-260 - Delia Cabrera DeBuc
Recent Developments of Retinal Image Analysis in Alzheimer's Disease and Potential AI Applications. 261-275 - Gilbert Lim, Wynne Hsu, Mong-Li Lee:
Intermediate Goals in Deep Learning for Retinal Image Analysis. 276-281 - Michelle Yuen Ting Yip, Zhan Wei Lim, Gilbert Lim, Nguyen Duc Quang, Haslina Hamzah, Jinyi Ho, Valentina Bellemo, Yuchen Xie, Xin Qi Lee, Mong-Li Lee, Wynne Hsu, Tien Yin Wong
Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning. 282-288 - Valentina Bellemo, Philippe Burlina, Liu Yong, Tien Yin Wong
Generative Adversarial Networks (GANs) for Retinal Fundus Image Synthesis. 289-302 - Philippe Burlina, Neil Joshi, Neil M. Bressler:
AI-based AMD Analysis: A Review of Recent Progress. 303-308 - Valentina Bellemo, Michelle Yuen Ting Yip, Yuchen Xie, Xin Qi Lee, Quang Duc Nguyen, Haslina Hamzah, Jinyi Ho, Gilbert Lim, Dejiang Xu, Mong-Li Lee, Wynne Hsu, Renata Garcia-Franco, Geeta Menon, Ecosse Lamoureux, Ching Yu Cheng
Artificial Intelligence Using Deep Learning in Classifying Side of the Eyes and Width of Field for Retinal Fundus Photographs. 309-315 - Michael J. Pekala, Neil Joshi, T. Y. Alvin Liu, Neil M. Bressler, Delia Cabrera DeBuc
OCT Segmentation via Deep Learning: A Review of Recent Work. 316-322 - Chao-Han Huck Yang, Fangyu Liu
Auto-classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model. 323-338
First International Workshop on Advanced Machine Vision for Real-Life and Industrially Relevant Applications (AMV)
- Christian Bartz
LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks. 341-356 - Anders Jørgensen, Malte Pedersen
Reaching Behind Specular Highlights by Registration of Two Images of Broiler Viscera. 357-372 - Masanari Kimura
Anomaly Detection Using GANs for Visual Inspection in Noisy Training Data. 373-385 - Sina Shafaei
Integration of Driver Behavior into Emotion Recognition Systems: A Preliminary Study on Steering Wheel and Vehicle Acceleration. 386-401 - Zhanzhong Pang, Xiaoyi Yu, Jun Sun, Hiroya Inakoshi:
Prediction Based Deep Autoencoding Model for Anomaly Detection. 402-417 - Feras Almasri
Multimodal Sensor Fusion in Single Thermal Image Super-Resolution. 418-433 - Bharath Ramesh
PCA-RECT: An Energy-Efficient Object Detection Approach for Event Cameras. 434-449 - Sohaib Ahmad
Unconstrained Iris Segmentation Using Convolutional Neural Networks. 450-466 - Robert Frohlich, Zoltan Kato:
Simultaneous Multi-view Relative Pose Estimation and 3D Reconstruction from Planar Regions. 467-483 - Yasir Jan
WNet: Joint Multiple Head Detection and Head Pose Estimation from a Spectator Crowd Image. 484-493 - Hallee E. Wong
Markerless Augmented Advertising for Sports Videos. 494-509 - Christopher J. Holder, Boguslaw Obara, Stephen Ricketts:
Visual Siamese Clustering for Cosmetic Product Recommendation. 510-522 - Quan Kong, Naoto Akira, Bin Tong, Yuki Watanabe, Daisuke Matsubara, Tomokazu Murakami:
Multimodal Deep Neural Networks Based Ensemble Learning for X-Ray Object Recognition. 523-538
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