| Recent advances in convolutional neural networks |
325 |
| Deep visual tracking: Review and experimental comparison |
80 |
| Wider or Deeper: Revisiting the ResNet Model for Visual Recognition |
70 |
| Wild patterns: Ten years after the rise of adversarial machine learning |
68 |
| Improving person re-identification by attribute and identity learning |
61 |
| A comparative evaluation of outlier detection algorithms: Experiments and analyses |
57 |
| Automated pulmonary nodule detection in CT images using deep convolutional neural networks |
53 |
| A deep convolutional neural network for video sequence background subtraction |
52 |
| Deep learning for image-based cancer detection and diagnosis - A survey |
47 |
| Convolutional Neural Networks and Long Short-Term Memory for skeleton-based human activity and hand gesture recognition |
46 |
| Joint medical image fusion, denoising and enhancement via discriminative low-rank sparse dictionaries learning |
39 |
| Multi-stream CNN: Learning representations based on human-related regions for action recognition |
38 |
| A regional adaptive variational PDE model for computed tomography image reconstruction |
37 |
| Quantization-based hashing: a general framework for scalable image and video retrieval |
37 |
| Asymmetric 3D Convolutional Neural Networks for action recognition |
35 |
| Adaptive Batch Normalization for practical domain adaptation |
35 |
| Multiple instance learning: A survey of problem characteristics and applications |
35 |
| Multi-modal fusion network with multi-scale multi-path and cross-modal interactions for RGB-D salient object detection |
35 |
| Multi-view low-rank sparse subspace clustering |
30 |
| Deep adaptive feature embedding with local sample distributions for person re-identification |
28 |
| IDNet: Smartphone-based gait recognition with convolutional neural networks |
28 |
| A regularized ensemble framework of deep learning for cancer detection from multi-class, imbalanced training data |
27 |
| The impact of class imbalance in classification performance metrics based on the binary confusion matrix |
27 |
| How much can k-means be improved by using better initialization and repeats? |
27 |
| Automatic breast ultrasound image segmentation: A survey |
26 |
| Blind image quality prediction by exploiting multi-level deep representations |
25 |
| Active multi-kernel domain adaptation for hyperspectral image classification |
25 |
| Infrared small-dim target detection based on Markov random field guided noise modeling |
25 |
| Deep Convolutional Neural Networks for mental load classification based on EEG data |
25 |
| Multi-label feature selection with missing labels |
24 |
| Saliency driven region-edge-based top down level set evolution reveals the asynchronous focus in image segmentation |
24 |
| A fingerprint and finger-vein based cancelable multi-biometric system |
23 |
| Strength and similarity guided group-level brain functional network construction for MCI diagnosis |
22 |
| Sparse, collaborative, or nonnegative representation: Which helps pattern classification? |
22 |
| Revisiting multiple instance neural networks |
22 |
| Learning structures of interval-based Bayesian networks in probabilistic generative model for human complex activity recognition |
21 |
| Multi-view multi-scale CNNs for lung nodule type classification from CT images |
21 |
| Random sampling for fast face sketch synthesis |
21 |
| Auto-weighted multi-view clustering via kernelized graph learning |
21 |
| Distance metric optimization driven convolutional neural network for age invariant face recognition |
21 |
| What-and-where to match: Deep spatially multiplicative integration networks for person re-identification |
21 |
| Mask-CNN: Localizing parts and selecting descriptors for fine-grained bird species categorization |
21 |
| MORAN: A Multi-Object Rectified Attention Network for scene text recognition |
21 |
| Manifold regularized discriminative feature selection for multi-label learning |
21 |
| Simultaneous color-depth super-resolution with conditional generative adversarial networks |
20 |
| Attention driven person re-identification |
20 |
| Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement |
20 |
| A survey on Visual-Based Localization: On the benefit of heterogeneous data |
20 |
| Dual-force convolutional neural networks for accurate brain tumor segmentation |
20 |
| Handling data irregularities in classification: Foundations, trends, and future challenges |
19 |
