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Inversion-free geometric mapping construction: A survey

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (3)

A geometric mapping establishes a correspondence between two domains. Since no real object has zero or negative volume, such a mapping is required to ......

RGB-D salient object detection: A survey

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (1)

Salient object detection, which simulates human visual perception in locating the most significant object(s) in a scene, has been widely applied to va......

PCT: Point cloud transformer

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (2)

The irregular domain and lack of ordering make it challenging to design deep neural networks for point cloud processing. This paper presents a novel f......

EfficientPose: Efficient human pose estimation with neural architecture search

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (3)

Human pose estimation from image and video is a key task in many multimedia applications. Previous methods achieve great performance but rarely take e......

ClusterSLAM: A SLAM backend for simultaneous rigid body clustering and motion estimation

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (1)

We present a practical backend for stereo visual SLAM which can simultaneously discover individual rigid bodies and compute their motions in dynamic e......

Efficient fastest-path computations for road maps

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (2)

In the age of real-time online traffic information and GPS-enabled devices, fastest-path computations between two points in a road network modeled as ......

Low and non-uniform illumination color image enhancement using weighted guided image filtering

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (4)

In the state of the art, grayscale image enhancement algorithms are typically adopted for enhancement of RGB color images captured with low or non-uni......

A survey of visual analytics techniques for machine learning

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (1)

Visual analytics for machine learning has recently evolved as one of the most exciting areas in the field of visualization. To better identify which r......

Joint regression and learning from pairwise rankings for personalized image aesthetic assessment

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (2)

Recent image aesthetic assessment methods have achieved remarkable progress due to the emergence of deep convolutional neural networks (CNNs). However......

Improved fuzzy clustering for image segmentation based on a low-rank prior

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (4)

Image segmentation is a basic problem in medical image analysis and useful for disease diagnosis. However, the complexity of medical images makes imag......

Image smoothing based on global sparsity decomposition and a variable parameter

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (4)

Smoothing images, especially with rich texture, is an important problem in computer vision. Obtaining an ideal result is difficult due to complexity, ......

Real-time face view correction for front-facing cameras

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (4)

Face views are particularly important in person-to-person communication. Differenes between the camera location and the face orientation can result in......

SiamCPN: Visual tracking with the Siamese center-prediction network

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (2)

Object detection is widely used in object tracking; anchor-free object tracking provides an end-to-end single-object-tracking approach. In this study,......

Inferring object properties from human interaction and transferring them to new motions

期刊: COMPUTATIONAL VISUAL MEDIA, 2021; 7 (3)

Humans regularly interact with their surrounding objects. Such interactions often result in strongly correlated motions between humans and the interac......

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