Class-aware adversarial transformers for medical image segmentation
Transformers have made remarkable progress towards modeling long-range dependencies
within the medical image analysis domain. However, current transformer-based models …
within the medical image analysis domain. However, current transformer-based models …
Tall: Thumbnail layout for deepfake video detection
The growing threats of deepfakes to society and cybersecurity have raised enormous public
concerns, and increasing efforts have been devoted to this critical topic of deepfake video …
concerns, and increasing efforts have been devoted to this critical topic of deepfake video …
Towards generic image manipulation detection with weakly-supervised self-consistency learning
As advanced image manipulation techniques emerge, detecting the manipulation becomes
increasingly important. Despite the success of recent learning-based approaches for image …
increasingly important. Despite the success of recent learning-based approaches for image …
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval?
In this paper we propose a novel abstraction-aware sketch-based image retrieval framework
capable of handling sketch abstraction at varied levels. Prior works had mainly focused on …
capable of handling sketch abstraction at varied levels. Prior works had mainly focused on …
What Sketch Explainability Really Means for Downstream Tasks?
H Bandyopadhyay, PN Chowdhury… - Proceedings of the …, 2024 - openaccess.thecvf.com
In this paper we explore the unique modality of sketch for explainability emphasising the
profound impact of human strokes compared to conventional pixel-oriented studies. Beyond …
profound impact of human strokes compared to conventional pixel-oriented studies. Beyond …
SketchFaceNeRF: Sketch-based facial generation and editing in neural radiance fields
Realistic 3D facial generation based on Neural Radiance Fields (NeRFs) from 2D sketches
benefits various applications. Despite the high realism of free-view rendering results of …
benefits various applications. Despite the high realism of free-view rendering results of …
Fighting malicious media data: A survey on tampering detection and deepfake detection
Online media data, in the forms of images and videos, are becoming mainstream
communication channels. However, recent advances in deep learning, particularly deep …
communication channels. However, recent advances in deep learning, particularly deep …
LightPainter: interactive portrait relighting with freehand scribble
Recent portrait relighting methods have achieved realistic results of portrait lighting effects
given a desired lighting representation such as an environment map. However, these …
given a desired lighting representation such as an environment map. However, these …
Self-driven dual-path learning for reference-based line art colorization under limited data
S Wu, X Yan, W Liu, S Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Synthesizing color images based on line arts while considering the styles of reference
photos is a flexible form of artistic creation that has recently attracted public attention …
photos is a flexible form of artistic creation that has recently attracted public attention …
Escaping data scarcity for high-resolution heterogeneous face hallucination
Abstract In Heterogeneous Face Recognition (HFR), the objective is to match faces across
two different domains such as visible and thermal. Large domain discrepancy makes HFR a …
two different domains such as visible and thermal. Large domain discrepancy makes HFR a …