-
Chapter and Conference Paper
Fourier-Based Instance Selective Whitening for Domain Generalized Lane Detection
Lane detection represents a fundamental task within autonomous driving. While deep learning has made remarkable advancements in the source domain, its ability to generalize to unseen target domains still poses...
-
Article
\(\mathcal{L}\mathcal{O}^2\) net: Global–Local Semantics Coupled Network for scene-specific video foreground extraction with less supervision
Video foreground extraction has been widely applied to quantitative fields and attracts great attention all over the world. Nevertheless, the performance of a such method can be easily reduced due to the dizzy...
-
Chapter and Conference Paper
Weakly Supervised Object Localization with Noisy-Label Learning
A novel perspective for Weakly Supervised object localization is proposed in this paper. Most recent pseudo-label-based methods only consider how to get better pseudo-labels and do not consider how to apply th...
-
Article
Open AccessEffective attention-based network for syndrome differentiation of AIDS
Syndrome differentiation aims at dividing patients into several types according to their clinical symptoms and signs, which is essential for traditional Chinese medicine (TCM). Several previous works were devo...
-
Chapter and Conference Paper
R-PFN: Towards Precise Object Detection by Recurrent Pyramidal Feature Fusion
Object detection has been widely studied in the last few decades. However, handling objects with different scales is still marked as a challenging requirement. To solve this problem, we explore how to better u...
-
Chapter and Conference Paper
A Visual Perspective for User Identification Based on Camera Fingerprint
User identification is to identify the online accounts’ identity, which is a critical problem in many applications. The key problem in that is to find a typical pattern from the online accounts data. Differen...
-
Chapter and Conference Paper
Face Verification Between ID Document Photos and Partial Occluded Spot Photos
ID-spot face verification is an important problem in face verification area, which aims to identify whether the spotted face is the same to the ID photo. Although some face verification systems have been deplo...
-
Chapter and Conference Paper
An Attention Bi-box Regression Network for Traffic Light Detection
Recently, object detection has made significant progress due to the development of deep learning. Since the traffic lights are extremely small objects, it leads to unsatisfactory performance when directly appl...
-
Article
Indexing of the CNN features for the large scale image search
The convolutional neural network (CNN) features can give good description of image content, which usually represent an image with a single feature vector. Although CNN features are more compact than local desc...
-
Article
Enhancing heterogeneous similarity estimation via neighborhood reversibility
With the popularity of social networks, people can easily generate rich content with multiple modalities. How to effectively and simply estimate the similarity of multi-modal content is becoming more and more ...
-
Chapter and Conference Paper
Uncovering the Effect of Visual Saliency on Image Retrieval
Visual saliency modeling has achieved impressive performance for boosting vision-related systems. Intuitively, it should be beneficial to content-based image retrieval task, since the users’ query attention is...
-
Chapter and Conference Paper
A Vehicle-Mounted Multi-camera 3D Panoramic Imaging Algorithm Based on Ship-Shaped Model
3D panoramic driving system provides real-time monitoring of a vehicle’s surrounding. It allows drivers to drive more safely without vision blind area. This system captures images of the surroundings by the ca...
-
Article
Redundancy filtering and fusion verification for video copy detection
Recently, the frame fusion based video copy detection scheme provides a possibility to detect copies in a continuous query video stream. However, its computational complexity is high since a large amount of r...
-
Chapter and Conference Paper
Light-Weight Spatial Distribution Embedding of Adjacent Features for Image Search
Binary code embedding methods can effectively compensate the quantization error of bag-of-words (BoW) model and remarkably improve the image search performance. However, the existing embedding schemes commonly...
-
Article
Accumulated reconstruction error vector (AREV): a semantic representation for cross-media retrieval
Cross-media retrieval aims to automatically perform the content-based search procedure among various media types (e.g., image, video and text), in which media representation plays an important role for providi...
-
Chapter and Conference Paper
Partitioned K-Means Clustering for Fast Construction of Unbiased Visual Vocabulary
Bag-of-Words (BoW) model has been widely used for feature representation in multimedia search area, in which a key step is to vector-quantize local image descriptors and generate a visual vocabulary. Popular v...
-
Article
A Cooperative Learning Scheme for Interactive Video Search
The main idea of an interactive search is to gradually improve search quality of retrieval system via user interaction. While a large amount of work has been made in the past, most of the existing approaches t...
-
Chapter and Conference Paper
Ontology-Based Inter-concept Relation Fusion for Concept Detection
Although detectors for individual concepts have been widely studied in multimedia search area, the exploration of inter-concept relations among concepts receives relatively less attention, especially when hier...
