110 citations · 365 across the 58 of their papers we have counts for
12 papers · 1 filter
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity
Yan Liu, Zhijie Zhang, Li Niu +2
Object detection has achieved promising success, but requires large-scale fully-annotated data, which is time-consuming and labor-extensive. Therefore, we consider object detection…
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary
Siyuan Zhou, Li Niu, Jianlou Si +2
Weakly-supervised semantic segmentation (WSSS) with image-level labels has been widely studied to relieve the annotation burden of the traditional segmentation task. In this paper,…
HYouTube: Video Harmonization Dataset
Xinyuan Lu, Shengyuan Huang, Li Niu +2
Video composition aims to generate a composite video by combining the foreground of one video with the background of another video, but the inserted foreground may be incompatible…
High-Resolution Image Harmonization via Collaborative Dual Transformations
Wenyan Cong, Xinhao Tao, Li Niu +4
Given a composite image, image harmonization aims to adjust the foreground to make it compatible with the background. High-resolution image harmonization is in high demand, but sti…
Visible Watermark Removal via Self-calibrated Localization and Background Refinement
Jing Liang, Li Niu, Fengjun Guo +2
Superimposing visible watermarks on images provides a powerful weapon to cope with the copyright issue. Watermark removal techniques, which can strengthen the robustness of visible…
OPA: Object Placement Assessment Dataset
Liu Liu, Zhenchen Liu, Bo Zhang +4
Image composition aims to generate realistic composite image by inserting an object from one image into another background image, where the placement (e.g., location, size, occlusi…
Making Images Real Again: A Comprehensive Survey on Deep Image Composition
Li Niu, Wenyan Cong, Liu Liu +4
As a common image editing operation, image composition/compositing, which is also called object/subject insertion/addition/compositing, aims to combine the foreground from one imag…
End-to-End Video Object Detection with Spatial-Temporal Transformers
Lu He, Qianyu Zhou, Xiangtai Li +7
Recently, DETR and Deformable DETR have been proposed to eliminate the need for many hand-designed components in object detection while demonstrating good performance as previous c…
Inharmonious Region Localization
Jing Liang, Li Niu, Liqing Zhang
The advance of image editing techniques allows users to create artistic works, but the manipulated regions may be incompatible with the background. Localizing the inharmonious regi…
Shadow Generation for Composite Image in Real-world Scenes
Yan Hong, Li Niu, Jianfu Zhang +1
Image composition targets at inserting a foreground object into a background image. Most previous image composition methods focus on adjusting the foreground to make it compatible…
Image Composition Assessment with Saliency-augmented Multi-pattern Pooling
Bo Zhang, Li Niu, Liqing Zhang
Image composition assessment is crucial in aesthetic assessment, which aims to assess the overall composition quality of a given image. However, to the best of our knowledge, there…
Deep Image Harmonization by Bridging the Reality Gap
Junyan Cao, Wenyan Cong, Li Niu +2
Image harmonization has been significantly advanced with large-scale harmonization dataset. However, the current way to build dataset is still labor-intensive, which adversely affe…