School of Computer Science

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Top Articles

#	Title	Journal	Year	Citations
1	Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression		2019	2,262
2	Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields	IEEE Transactions on Pattern Analysis and Machine Intelligence	2016	884
3	Multi-Label Image Recognition With Graph Convolutional Networks		2019	626
4	Last-Level Cache Side-Channel Attacks are Practical		2015	566
5	Attention Residual Learning for Skin Lesion Classification	IEEE Transactions on Medical Imaging	2019	362
6	Web services composition: A decade’s overview	Information Sciences	2014	306
7	What Value Do Explicit High Level Concepts Have in Vision to Language Problems?		2016	286
8	Joint Detection and Estimation of Multiple Objects From Image Observations	IEEE Transactions on Signal Processing	2010	278
9	Drones count wildlife more accurately and precisely than humans	Methods in Ecology and Evolution	2018	266
10	Image Captioning and Visual Question Answering Based on Attributes and External Knowledge	IEEE Transactions on Pattern Analysis and Machine Intelligence	2018	256
11	Medical image classification using synergic deep learning	Medical Image Analysis	2019	252
12	Estimating Depth From Monocular Images as Classification Using Deep Fully Convolutional Residual Networks	IEEE Transactions on Circuits and Systems for Video Technology	2018	248
13	Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection	IEEE Transactions on Medical Imaging	2021	234
14	Joint Probabilistic Data Association Revisited		2015	208
15	A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification	IEEE Transactions on Medical Imaging	2020	206
16	Visual question answering: A survey of methods and datasets	Computer Vision and Image Understanding	2017	199
17	CATalyst: Defeating last-level cache side channel attacks in cloud computing		2016	196
18	Toward End-to-End Car License Plate Detection and Recognition With Deep Neural Networks	IEEE Transactions on Intelligent Transportation Systems	2019	191
19	Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources		2016	190
20	CRF learning with CNN features for image segmentation	Pattern Recognition	2015	177
21	Part-Based Visual Tracking with Online Latent Structural Learning		2013	169
22	FCOS: A Simple and Strong Anchor-free Object Detector	IEEE Transactions on Pattern Analysis and Machine Intelligence	2020	162
23	TasselNet: counting maize tassels in the wild via local counts regression network	Plant Methods	2017	161
24	Multi-Target Tracking by Discrete-Continuous Energy Minimization	IEEE Transactions on Pattern Analysis and Machine Intelligence	2016	159
25	Deep linear discriminant analysis on fisher networks: A hybrid architecture for person re-identification	Pattern Recognition	2017	159
26	Unified Collaborative and Content-Based Web Service Recommendation	IEEE Transactions on Services Computing	2015	157
27	Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning	IEEE Transactions on Geoscience and Remote Sensing	2019	152
28	Balancing Energy Consumption to Maximize Network Lifetime in Data-Gathering Sensor Networks	IEEE Transactions on Parallel and Distributed Systems	2009	151
29	Fast machine-learning online optimization of ultra-cold-atom experiments	Scientific Reports	2016	149
30	Sustainable supply chain network design: A case of the wine industry in Australia	Omega	2017	142
31	A comprehensive genomic history of extinct and living elephants	Proceedings of the National Academy of Sciences of the United States of America	2018	142
32	Emerging Physical Unclonable Functions With Nanotechnology	IEEE Access	2016	141
33	Self-Supervised Monocular Trained Depth Estimation Using Self-Attention and Discrete Disparity Volume		2020	139
34	Robust Kernel Low-Rank Representation	IEEE Transactions on Neural Networks and Learning Systems	2016	134
35	Energy-Efficient Beaconless Geographic Routing in Wireless Sensor Networks	IEEE Transactions on Parallel and Distributed Systems	2010	133
36	A deep learning-based evolutionary model for short-term wind speed forecasting: A case study of the Lillgrund offshore wind farm	Energy Conversion and Management	2021	130
37	Beyond Triplet Loss: Person Re-Identification With Fine-Grained Difference-Aware Pairwise Loss	IEEE Transactions on Multimedia	2022	129
38	Automated Mass Detection in Mammograms Using Cascaded Deep Learning and Random Forests		2015	128
39	CloudArmor: Supporting Reputation-Based Trust Management for Cloud Services	IEEE Transactions on Parallel and Distributed Systems	2016	128
40	Estimating the annotation error rate of curated GO database sequence annotations	BMC Bioinformatics	2007	126
41	Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework	Scientific Reports	2017	123
42	Two-Stream Convolutional Networks for Blind Image Quality Assessment	IEEE Transactions on Image Processing	2019	122
43	Hashing on Nonlinear Manifolds	IEEE Transactions on Image Processing	2015	120
44	SAMNet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection	IEEE Transactions on Image Processing	2021	115
45	3D terrestrial LIDAR classifications with super-voxels and multi-scale Conditional Random Fields	CAD Computer Aided Design	2009	112
46	Dual Graph Regularized Latent Low-Rank Representation for Subspace Clustering	IEEE Transactions on Image Processing	2015	110
47	Guaranteed Outlier Removal for Point Cloud Registration with Correspondences	IEEE Transactions on Pattern Analysis and Machine Intelligence	2018	107
48	Less is More: Zero-Shot Learning from Online Textual Documents with Noise Suppression		2016	106
49	Systematic literature review: Self-Regulated Learning strategies using e-learning tools for Computer Science	Computers and Education	2018	106
50	Deep HDR Imaging via A Non-Local Network	IEEE Transactions on Image Processing	2020	106

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