Table of Contents

• Resource-Constrained Human Presence Detection for Indirect Time-of-Flight SensorsCaterina Nahler, Hannes Plank, Christian Steger, Norbert Druml. 1-5 [doi]
• Point Cloud Registration with Self-supervised Feature Learning and Beam SearchGuofeng Mei. 1-8 [doi]
• SCMNet: Shared Context Mining Network for Real-time Semantic SegmentationTanmay Singha, Moritz Bergemann, Duc-Son Pham 0001, Aneesh Krishna. 1-8 [doi]
• Domain Adaptation for Plant Organ Detection with Style TransferChrisbin James, Yanyang Gu, Scott C. Chapman, Wei Guo 0002, Etienne David, Simon Madec, Andries B. Potgieter, Anders Eriksson. 1-9 [doi]
• License Plate Detection and Recognition System for All Types of Bangladeshi Vehicles Using Multi-step Deep Learning ModelHomaira Huda Shomee, Ataher Sams. 1-7 [doi]
• Rapid Segmentation of Thoracic Organs using U-net ArchitectureHassan Mahmood, Syed Mohammed Shamsul Islam, James Hill, Guan Tay. 1-6 [doi]
• The Role of Machine Learning in Game Development Domain - A Review of Current Trends and Future DirectionsGemma Edwards, Nicholas Subianto, David Englund, Jun Wei Goh, Nathan Coughran, Zachary Milton, Nima Mirnateghi, Syed Afaq Ali Shah. 1-7 [doi]
• Lumbar Spine CT synthesis from MR images using CycleGAN - a preliminary studyMariusz Bajger, Minh-Son To, Gobert Lee, Adam Wells, Chee Chong, Marc Agzarian, Santosh Poonnoose. 1-8 [doi]
• A Multi-View DCNN Based Method for Breast Cancer ScreeningNouha Derbel, Hedi Tmar, Adel Mahfoudhi. 1-6 [doi]
• SimilarityGAN: Using Similarity to Loosen Structural Constraints in Generative Adversarial ModelsEdward Collier, Supratik Mukhopadhyay. 1-8 [doi]
• ODAR: A Lightweight Object Detection Framework for Autonomous Driving RobotsLe Hoang Duong, Thanh Trung Huynh, Minh Tam Pham, Gwangzeen Ko, Jung-Ick Moon, Jun Jo, Nguyen Quoc Viet Hung. 1-8 [doi]
• Elimination of Central Artefacts of L-SPECT with Modular Partial Ring Detectors by Shifting Center of ScanningManu Francis, Murat Tahtali, Mark R. Pickering. 1-6 [doi]
• Robust Re-identification of Manta Rays from Natural Markings by Learning Pose Invariant EmbeddingsOlga Moskvyak, Frédéric Maire, Feras Dayoub, Asia O. Armstrong, Mahsa Baktashmotlagh. 1-8 [doi]
• Efficient DNN-Based Classification of Whole Slide Gram Stain Images for MicrobiologySarah Alhammad, Kun Zhao 0001, Anthony Jennings, Peter Hobson, Daniel F. Smith, Brett Baker, Justin Staweno, Brian C. Lovell. 1-8 [doi]
• Similarity Learning based Few Shot Learning for ECG Time Series ClassificationPriyanka Gupta, Sathvik Bhaskarpandit, Manik Gupta. 1-8 [doi]
• Fully Convolutional Neural Network with Relation Aware Context Information for Image ParsingBasim Azam, Ranju Mandal, Brijesh K. Verma. 1-6 [doi]
• Multi-Resolution ResNet for Road and Bridge Crack DetectionFereshteh Nayyeri, Jun Zhou. 1-8 [doi]
• A Novel Class-wise Forgetting Detector in Continual LearningXuan Cuong Pham, Alan Wee-Chung Liew, Can Wang. 1-8 [doi]
• Learning To Segment Dominant Object Motion From Watching VideosSahir Shrestha, Mohammad Ali Armin, Hongdong Li, Nick Barnes. 1-8 [doi]
• AUTOMATIC SHEEP BEHAVIOUR ANALYSIS USING MASK R-CNNJingsong Xu, Qiang Wu 0001, Jian Zhang 0002, Amy Tait. 1-6 [doi]
• Slim-YOLO: A Simplified Object Detection Model for the Detection of Pigmented Iris Freckles as a Potential Biomarker for Cutaneous MelanomaD. Nathasha U. Naranpanawa, Yanyang Gu, Shekhar S. Chandra, Brigid Betz-Stablein, Richard A. Sturm, H. Peter Soyer, Anders P. Eriksson. 1-8 [doi]
• Single-image Object Classification Based on Illuminette Construction from Shadow ImagingLyle Collins, Antonio Robles-Kelly. 1-8 [doi]
• A Chaos Theory Approach to Understand Neural Network OptimizationMichele Sasdelli, Thalaiyasingam Ajanthan, Tat-Jun Chin, Gustavo Carneiro. 1-10 [doi]
• Two-stage U-Net++ for Medical Image SegmentationAbdulla Al Suman, Shubham Sarda, Md. Asikuzzaman, Alexandra Louise Webb, Diana M. Perriman, Murat Tahtali, Antonio Di Ieva, Mark R. Pickering. 1-6 [doi]
• AF-Net: All-scale Feature Fusion Network for Road Extraction from Remote Sensing ImagesShide Zou, Fengchao Xiong, Haonan Luo, Jianfeng Lu 0003, Yuntao Qian. 1-8 [doi]
• Combining Data Augmentation and Domain Distance Minimisation to Reduce Domain Generalisation ErrorHoang-Son Le, Rini Akmeliawati, Gustavo Carneiro. 1-8 [doi]
• Extraction of Forest Power lines From LiDAR point cloud DataNosheen Munir, Mohammad Awrangjeb, Bela Stantic. 1-6 [doi]
• View Synthesis with Multi-scale Cost Aggregation and Confidence PriorQi Wu, Xue Wang 0006, Qing Wang 0006. 1-8 [doi]
• Improved Spatio-temporal Action Localization for Surveillance VideosMorgan Liang, Xun Li, Sandersan Onie, Mark Larsen, Arcot Sowmya. 1-8 [doi]
• Brain MRI motion artifact reduction using 3D conditional generative adversarial networks on simulated motionMina Ghaffari, Kamlesh Pawar, Ruth Oliver. 1-7 [doi]
• Cross-Modal Visual Question Answering for Remote Sensing Data: The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2021)Rafael Felix, Boris Repasky, Samuel Hodge, Reza Zolfaghari, Ehsan Abbasnejad, Jamie Sherrah. 1-9 [doi]
• A Seq2seq-based Model with Global Semantic Context for Scene Text RecognitionYi-Li Huang, Shi-Lin Wang, Cheng-Yu Gu, Zheng Huang, Kai Chen 0006. 1-6 [doi]
• Texture enhanced Statistical Region Merging with application to automatic knee bones segmentation from CTMichael Howes, Mariusz Bajger, Gobert N. Lee, Francesca Bucci, Saulo Martelli. 1-8 [doi]
• Edge Aware Commonality Modeling based Reference Frame for 360 Degree Video CodingAshek Ahmmed, Mark Pickering, Andrew J. Lambert, Manoranjan Paul. 1-6 [doi]
• Multi-Dataset Benchmarks for Masked Identification using Contrastive Representation LearningSachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka. 1-8 [doi]
• Detection of Malleefowl Mounds from Point Cloud DataNahida Parvin, Mohammad Awrangjeb, Marc Irvin, Singarayer Florentine, M. Manzur Murshed, Guojun Lu. 1-7 [doi]
• Semi-supervised Learning via Conditional Rotation Angle EstimationHai-ming Xu, Lingqiao Liu, Dong Gong. 1-8 [doi]
• Multi-stratification feature selection for diagnostic analysis of Alzheimer's diseaseLin Zhang, Bowen Xin, Shaozhen Yan, Chaoiie Zheng, Yun Zhou, Jie Lu, Xiuying Wang. 1-7 [doi]
• Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thoughtFouzia Altaf, Syed M. S. Islam, Naveed Akhtar. 1-8 [doi]
• Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million LocationsSachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson. 1-8 [doi]
• Three-dimensional tumour microenvironment reconstruction and tumour-immune interactions' analysisPanagiotis Barmpoutis, Hamzeh Kayhanian, William Waddingham, Daniel C. Alexander, Marnix Jansen. 1-6 [doi]
• OCT chorio-retinal segmentation with adversarial lossJason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Michael J. Collins 0001. 1-8 [doi]
• Deep learning based stereo cost aggregation on a small datasetRongcheng Wu, Changming Sun, Zhaoying Liu, Arcot Sowmya. 1-8 [doi]
• Overlapping Cell Nuclei Segmentation in Digital Histology Images using Intensity-based ContoursMd Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook, Pauline Zaenker. 1-9 [doi]
• Semantic Attribute Enriched Storytelling from a Sequence of ImagesZainy M. Malakan, Ghulam Mubashar Hassan, Mohammad A. A. K. Jalwana, Nayyer Aafaq, Ajmal Mian. 1-8 [doi]
• Putting Current State of the art Object Detectors to the Test: Towards Industry Applicable Leather Surface Defect DetectionMasood Aslam, Tariq Mahmood Khan, Syed Saud Naqvi, Geoff Holmes 0002. 1-8 [doi]
• Quantum Annealing Formulation for Binary Neural NetworksMichele Sasdelli, Tat-Jun Chin. 1-10 [doi]
• Incremental Learning of Object Detector with Limited Training DataMuhammad Abdullah Hafeez, Adnan Ul-Hasan, Faisal Shafait. 1-8 [doi]
• Full Series Algorithm of Automatic Building Extraction and Modelling From LiDAR DataFayez Tarsha Kurdi, Zahra Gharineiat, Glenn Campbell, Emon Kumar Dey, Mohammad Awrangjeb. 1-8 [doi]
• Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT imagesDavid Alonso-Caneiro, Jason Kugelman, Janelle Tong, Michael Kalloniatis, Fred K. Chen, Scott A. Read, Michael J. Collins 0001. 1-8 [doi]
• A Generative Deep Learning Approach for Forensic Facial ReconstructionMitchell Hargreaves, David Ting, Stephen Bajan, Kamron Bhavnagri, Richard Bassed, Xiaojun Chang. 1-7 [doi]
• Video-based cattle identification and action recognitionChuong Nguyen, Dadong Wang, Karl Von-Richter, Philip Valencia, Flavio A. P. Alvarenga, Gregory Bishop-Hurley. 1-5 [doi]
• Modeling Human Skeleton Joint Dynamics for Fall DetectionSania Zahan, Ghulam Mubashar Hassan, Ajmal Mian. 1-7 [doi]
• GAN-based Spatial Transformation Adversarial Method for Disease Classification on CXR Photographs by SmartphonesChak Fong Chong, Xu Yang, Wei Ke, Yapeng Wang. 1-8 [doi]
• Identifying Bikers Without Helmets Using Deep Learning ModelsMd. Iqbal Hossain, Raghib Barkat Muhib, Amitabha Chakrabarty. 1-8 [doi]
• Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep LearningNosheen Abid, Muhammad Imran Malik, Muhammad Shahzad, Faisal Shafait, Haider Ali, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Marcus Liwicki. 1-8 [doi]
• 3D Morphable Ear Model: A Complete Pipeline from Ear Segmentation to Statistical ModelingMd Mursalin, Syed Mohammed Shamsul Islam, Syed Zulqarnain Gilani. 1-6 [doi]
• EAR-NET: Error Attention Refining Network For Retinal Vessel SegmentationJun Wang, Yang Zhao, Linglong Qian, Xiaohan Yu, Yongsheng Gao 0001. 1-7 [doi]
• Protecting Deep Cerebrospinal Fluid Cell Image Processing Models with Backdoor and Semi-DistillationFang-Qi Li, Shi-Lin Wang, Zhen-Hai Wang. 1-7 [doi]
• Deep Adaptive Few Example Learning for Microscopy Image Cell CountingMeng Li, Kun Zhao 0001, Can Peng, Peter Hobson, Tony Jennings, Brian C. Lovell. 1-7 [doi]
• HEp-2 Specimen Cell Detection and Classification Using Very Deep Convolutional Neural Networks-Based Cell ShapeBrandon Jorgensen, Khamael Al-Dulaimi, Jasmine Banks. 1-6 [doi]
• OCT retinal image-to-image translation: Analysing the use of CycleGAN to improve retinal boundary semantic segmentationIgnacio A. Viedma, David Alonso-Caneiro, Scott A. Read, Michael J. Collins 0001. 1-8 [doi]
• RC-Net: A Convolutional Neural Network for Retinal Vessel SegmentationTariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi. 1-7 [doi]
• Social E-commerce Tax Evasion Detection Using Multi-modal Deep Neural NetworksLelin Zhang, Xi-Nan, Eva Huang, Sidong Liu. 1-6 [doi]
• Indoor Semantic Scene Understanding Using 2D-3D FusionMuraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf. 1-8 [doi]
• GuideNet: Learning Inter- Vertebral Guides in DXA Lateral Spine ImagesZaid Ilyas, Naeha Sharif, John T. Schousboe, Joshua R. Lewis, David Suter, Syed Zulqarnain Gilani. 1-7 [doi]
• High Definition LiDAR mapping of Perth CBDMuhammad Ibrahim, Naveed Akhtar, Mohammad A. A. K. Jalwana, Michael J. Wise, Ajmal Mian. 1-8 [doi]
• Towards Automated Performance Assessment for Laparoscopic Box Trainer using Cross-Stage Partial NetworkKoloud N. Alkhamaiseh, Janos L. Grantner, Saad Shebrain, Ikhlas Abdel-Qader. 1-7 [doi]
• A Comparison of Saliency Methods for Deep Learning ExplainabilitySalamata Konate, Léo Lebrat, Rodrigo Santa Cruz, Elliot Smith 0003, Andrew P. Bradley, Clinton Fookes, Olivier Salvado. 1-8 [doi]
• Reduction of Feature Contamination for Hyper Spectral Image ClassificationSutharsan Mahendren, Tharindu Fernando, Sridha Sridharan, Peyman Moghadam, Clinton Fookes. 1-8 [doi]
• Mask-Guided Feature Extraction and Augmentation for Ultra-Fine-Grained Visual CategorizationZicheng Pan, Xiaohan Yu, Miaohua Zhang, Yongsheng Gao 0001. 1-8 [doi]
• Semi-Supervised 3D Hand Shape and Pose Estimation with Label PropagationSamira Kaviani, Amir Rahimi, Richard Hartley 0001. 1-8 [doi]
• QuantYOLO: A High-Throughput and Power-Efficient Object Detection Network for Resource and Power Constrained UAVsMuhammad Gohar Javed, Minahil Raza, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Muhammad Shahzad, Faisal Shafait. 1-8 [doi]
• Attention-based Long-term Modeling for Deep Visual OdometrySangni Xu, Hao Xiong, Qiuxia Wu, Zhiyong Wang 0001. 1-8 [doi]
• IoT-based Plant Health Analysis using Optical Sensors in Precision AgricultureHamid Bagha, Ali Yavari, Dimitrios Georgakopoulos. 1-8 [doi]
• Flood Detection in Social Media Using Multimodal Fusion on Multilingual DatasetRabiul Islam Jony, Alan Woodley, Dimitri Perrin. 1-8 [doi]
• Edge-enhanced Instance Segmentation of Wrist CT via a Semi-Automatic Annotation Database Construction MethodXiaoxu Li, Yu Peng, Min Xu 0001. 1-8 [doi]
• Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNetMd Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery. 1-6 [doi]
• Building Boundary Extraction from LiDAR Point Cloud DataEmon Kumar Dey, Mohammad Awrangjeb, Fayez Tarsha Kurdi, Bela Stantic. 1-6 [doi]
• Automatic Pruning for Quantized Neural NetworksLuis Guerra, Tom Drummond. 1-8 [doi]
• Image data augmentation for improving performance of deep learning-based model in pathological lung segmentationMd. Shariful Alam, Dadong Wang, Arcot Sowmya. 1-5 [doi]
• Streaming Multi-layer Ensemble Selection using Dynamic Genetic AlgorithmAnh Vu Luong, Tien Thanh Nguyen, Alan Wee-Chung Liew. 1-8 [doi]
• A Compositional Feature Embedding and Similarity Metric for Ultra-Fine-Grained Visual CategorizationYajie Sun, Miaohua Zhang, Xiaohan Yu, Yi Liao, Yongsheng Gao. 1-8 [doi]