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ORCID5th ACPR 2019: Auckland, New Zealand - Part I
- Shivakumara Palaiahnakote, Gabriella Sanniti di Baja, Liang Wang, Wei Qi Yan:
Pattern Recognition - 5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26-29, 2019, Revised Selected Papers, Part I. Lecture Notes in Computer Science 12046, Springer 2020, ISBN 978-3-030-41403-0
Classification
- Clemens-Alexander Brust
, Joachim Denzler:
Integrating Domain Knowledge: Using Hierarchies to Improve Deep Classifiers. 3-16 - Xianjie Mo, Tingting Wei, Hengmin Zhang, Qiong Huang, Wei Luo:
Label-Smooth Learning for Fine-Grained Visual Categorization. 17-31 - Dalia Rodríguez-Salas, Nishant Ravikumar, Mathias Seuret, Andreas Maier:
ForestNet - Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees. 32-45 - Zhiwei Wen, Zhiwei Ke, Weicheng Xie, Linlin Shen:
Clustering-Based Adaptive Dropout for CNN-Based Classification. 46-58
Action and Video and Motion
- Liang Feng, Hiroaki Igarashi, Seiya Shibata, Yuki Kobayashi, Takashi Takenaka, Wei Zhang:
Real-Time Detection and Tracking Using Hybrid DNNs and Space-Aware Color Feature: From Algorithm to System. 61-75 - Adil Rahman, Prasun Roy, Umapada Pal:
Continuous Motion Numeral Recognition Using RNN Architecture in Air-Writing Environment. 76-90 - Yutong Zhou, Nobutaka Shimada:
Using Motion Compensation and Matrix Completion Algorithm to Remove Rain Streaks and Snow for Video Sequences. 91-104 - Poonam Beniwal, Pranav Mantini, Shishir K. Shah:
Assessing the Impact of Video Compression on Background Subtraction. 105-118
Object Detection and Anomaly Detection
- Fatima Zohra Daha, Shishir K. Shah:
Learning Motion Regularity for Temporal Video Segmentation and Anomaly Detection. 121-135 - Sayani Kundu, Palaiahnakote Shivakumara, Anaica Grouver, Umapada Pal, Tong Lu, Michael Blumenstein:
A New Forged Handwriting Detection Method Based on Fourier Spectral Density and Variation. 136-150 - Chan-Tong Lam, José Gaspar, Wei Ke, Xu Yang, Sio Kei Im:
Robust Pedestrian Detection: Faster Deployments with Fusion of Models. 151-163 - Nina Tuluptceva, Bart Bakker, Irina Fedulova, Anton Konushin:
Perceptual Image Anomaly Detection. 164-178
Segmentation, Grouping and Shape
- Shuchang Lyu, Guangliang Cheng, Qimin Ding:
Deep Similarity Fusion Networks for One-Shot Semantic Segmentation. 181-194 - Thomas Dagès, Michael Lindenbaum, Alfred M. Bruckstein:
Seeing Things in Random-Dot Videos. 195-208 - Zezhong Xu, Cheng Qian, Xianju Fei, Yanbin Zhuang, Shibo Xu, Reinhard Klette:
Boundary Extraction of Planar Segments from Clouds of Unorganised Points. 209-222 - Yu-Chi Chen, Chia-Yuan Chang, Pei-Yung Hsiao, Li-Chen Fu:
Real-Time Multi-class Instance Segmentation with One-Time Deep Embedding Clustering. 223-235
Face and Body and Biometrics
- Yadong Pan, Shoji Nishimura:
Multi-person Pose Estimation with Mid-Points for Human Detection under Real-World Surveillance. 239-253 - Jun'ichi Murakami, Ikuhisa Mitsugami:
Gaze from Head: Gaze Estimation Without Observing Eye. 254-267 - Mauricio Perez, Jun Liu, Alex C. Kot:
Interaction Recognition Through Body Parts Relation Reasoning. 268-280 - Neeraj Battan, Abbhinav Venkat, Avinash Sharma:
DeepHuMS: Deep Human Motion Signature for 3D Skeletal Sequences. 281-294
Adversarial Learning and Networks
- Yujui Chen, Tse-Wei Lin, Chiou-Ting Hsu:
Towards a Universal Appearance for Domain Generalization via Adversarial Learning. 297-311 - Runtong Zhang, Yuchen Wu, Keiji Yanai:
Pre-trained and Shared Encoder in Cycle-Consistent Adversarial Networks to Improve Image Quality. 312-325 - Tomoyuki Shimizu, Jianfeng Xu, Kazuyuki Tasaka:
MobileGAN: Compact Network Architecture for Generative Adversarial Network. 326-338 - Nobuyuki Hirahara, Motoharu Sonogashira, Hidekazu Kasahara, Masaaki Iiyama:
Denoising and Inpainting of Sea Surface Temperature Image with Adversarial Physical Model Loss. 339-352
Computational Photography
- Yuhao Xiao, Dingding Xu, Guijin Wang, Xiaowei Hu, Yongbing Zhang, Xiangyang Ji, Li Zhang:
Confidence Map Based 3D Cost Aggregation with Multiple Minimum Spanning Trees for Stereo Matching. 355-365 - Yiming Wan, Wei Gao, Yihong Wu:
Optical Flow Assisted Monocular Visual Odometry. 366-377 - Yasuaki Mori, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi:
Coarse-to-Fine Deep Orientation Estimator for Local Image Matching. 378-390 - Bertrand Kerautret, Jacques-Olivier Lachaud:
Geometric Total Variation for Image Vectorization, Zooming and Pixel Art Depixelizing. 391-405
Learning Theory and Optimization
- Henok Ghebrechristos, Gita Alaghband:
Information Theory-Based Curriculum Learning Factory to Optimize Training. 409-423 - Andong Wang, Zhong Jin, Jingyu Yang:
A Factorization Strategy for Tensor Robust PCA. 424-437 - Shuhei Watanabe, Yoshihiko Ozaki, Yoshiaki Bando, Masaki Onishi:
Speeding up of the Nelder-Mead Method by Data-Driven Speculative Execution. 438-452 - Noriko Yokoyama, Masahiro Kohjima, Tatsushi Matsubayashi, Hiroyuki Toda:
Efficient Bayesian Optimization Based on Parallel Sequential Random Embeddings. 453-466
Applications, Medical and Robotics
- Qier Meng, Yohei Hashimoto, Shin'ichi Satoh:
Fundus Image Classification and Retinal Disease Localization with Limited Supervision. 469-482 - Zipeng Feng, Chen Du, Yanna Wang, Baihua Xiao:
OSTER: An Orientation Sensitive Scene Text Recognizer with CenterLine Rectification. 483-497 - Dániel Varga, Sándor Laki, János M. Szalai-Gindl, László Dobos, Péter Vaderna, Bence Formanek:
On Fast Point Cloud Matching with Key Points and Parameter Tuning. 498-511 - Mario Michelini, Helmut Mayer:
Detection of Critical Camera Configurations for Structure from Motion Using Random Forest. 512-526
Computer Vision and Robot Vision
- Kevin Kolcheck, Zheyuan Wang, Haiyan Xu, Jiang Yu Zheng:
Visual Counting of Traffic Flow from a Car via Vehicle Detection and Motion Analysis. 529-543 - Mofassir ul Islam Arif, Mohsan Jameel, Lars Schmidt-Thieme:
Directly Optimizing IoU for Bounding Box Localization. 544-556 - Ivan Kruzhilov, Mikhail Romanov, Dmitriy Babichev, Anton Konushin:
Double Refinement Network for Room Layout Estimation. 557-568 - Raghavendra H. Bhalerao, Varsha Kshirsagar, Mitesh Raval:
Finger Tracking Based Tabla Syllable Transcription. 569-579 - Zhiqiang Hou, Lilin Chen, Lei Pu:
Dual Templates Siamese Tracking. 580-593 - Divya Krishnani, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Raghavendra Ramachandra:
Structure Function Based Transform Features for Behavior-Oriented Social Media Image Classification. 594-608 - Ryo Abiko, Masaaki Ikehara:
Single Image Reflection Removal Based on GAN with Gradient Constraint. 609-624 - Daichi Horita, Keiji Yanai:
SSA-GAN: End-to-End Time-Lapse Video Generation with Spatial Self-Attention. 625-638 - Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukojima, Nozomi Nagamine:
Semantic Segmentation of Railway Images Considering Temporal Continuity. 639-652 - Youngbin Kim, Wonjun Hwang:
Real Full Binary Neural Network for Image Classification and Object Detection. 653-662 - Shi Yan, Wei Feng, Peng Zhao, Cheng-Lin Liu:
Progressive Scale Expansion Network with Octave Convolution for Arbitrary Shape Scene Text Detection. 663-676 - Shuhei Tarashima:
SFLNet: Direct Sports Field Localization via CNN-Based Regression. 677-690 - Tetsuo Inoshita, Yuichi Nakatani, Katsuhiko Takahashi, Asuka Ishii, Gaku Nakano:
Trained Model Fusion for Object Detection Using Gating Network. 691-704 - Kaori Kumagai, Yukito Watanabe, Takashi Hosono, Jun Shimamura, Atsushi Sagata:
Category Independent Object Transfiguration with Domain Aware GAN. 705-719 - Soumyadip Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein:
New Moments Based Fuzzy Similarity Measure for Text Detection in Distorted Social Media Images. 720-734 - Shih-Lun Tseng, Huei-Yung Lin:
Fish Detection Using Convolutional Neural Networks with Limited Training Data. 735-748 - Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Michael Blumenstein:
A New U-Net Based License Plate Enhancement Model in Night and Day Images. 749-763 - Daniel Griffiths, Laleh Badriasl, Tony Scoleri, Russell S. A. Brinkworth, Sanjeev Arulampalam, Anthony Finn:
Integration of Biologically Inspired Pixel Saliency Estimation and IPDA Filters for Multi-target Tracking. 764-778 - Nanyu Sun, Xianjie Mo, Tingting Wei, Dabin Zhang, Wei Luo:
The Effectiveness of Noise in Data Augmentation for Fine-Grained Image Classification. 779-792 - Guoqiang Zhong, Guohua Yue:
Attention Recurrent Neural Networks for Image-Based Sequence Text Recognition. 793-806 - Beomhyuk Koo, Gyeonghwan Kim:
Nighttime Haze Removal with Glow Decomposition Using GAN. 807-820 - Sukalpa Chanda, Prashant Kumar Prasad, Anders Hast, Anders Brun, Lasse Mårtensson, Umapada Pal:
Finding Logo and Seal in Historical Document Images - An Object Detection Based Approach. 821-834 - Ling Zhou, Chunyan Xu, Zhen Cui, Jian Yang:
KIL: Knowledge Interactiveness Learning for Joint Depth Estimation and Semantic Segmentation. 835-848 - Jayani Withanawasam, Ehsan Javanmardi, Kelvin Wong, Mahdi Javanmardi, Shunsuke Kamijo:
Road Scene Risk Perception for Intelligent Vehicles Using End-to-End Affordance Learning and Visual Reasoning. 849-862 - Kei Shimonishi, Tyler Fisher, Hiroaki Kawashima, Kotaro Funakoshi:
Image2Height: Self-height Estimation from a Single-Shot Image. 863-877 - Kwok Leung Chan:
Segmentation of Foreground in Image Sequence with Foveated Vision Concept. 878-888 - Jiang He, Yan Song, Haiyu Jiang:
Bi-direction Feature Pyramid Temporal Action Detection Network. 889-901 - Yusei Suzuki, Hiroya Kawai, Koichi Ito, Takafumi Aoki, Masakazu Fujio, Yosuke Kaga, Kenta Takahashi:
Hand Segmentation for Contactless Palmprint Recognition. 902-912 - Qin Xu, Linyang Li, Qian Chen, Bin Luo:
Selecting Discriminative Features for Fine-Grained Visual Classification. 913-926
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