b'Huchuan Lu'

research

∙ 09/15/2023

Leveraging the Power of Data Augmentation for Transformer-based Tracking

Due to long-distance correlation and powerful pretrained models, transfo...

0 Jie Zhao, et al. ∙

research

∙ 08/14/2023

Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking

Transformer-based visual trackers have demonstrated significant progress...

0 Ben Kang, et al. ∙

research

∙ 08/08/2023

Exploring Transformers for Open-world Instance Segmentation

Open-world instance segmentation is a rising task, which aims to segment...

0 Jiannan Wu, et al. ∙

research

∙ 08/07/2023

Recurrent Multi-scale Transformer for High-Resolution Salient Object Detection

Salient Object Detection (SOD) aims to identify and segment the most con...

0 Xinhao Deng, et al. ∙

research

∙ 08/07/2023

Video-based Person Re-identification with Long Short-Term Representation Learning

Video-based person Re-Identification (V-ReID) aims to retrieve specific ...

0 Xuehu Liu, et al. ∙

research

∙ 08/01/2023

Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking

Multi-Object Tracking (MOT) aims to detect and associate all desired obj...

0 Mingzhan Yang, et al. ∙

research

∙ 07/26/2023

Tracking Anything in High Quality

Visual object tracking is a fundamental video task in computer vision. R...

0 Jiawen Zhu, et al. ∙

research

∙ 07/23/2023

ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer

Deep learning (DL) has advanced the field of dense prediction, while gra...

0 Youwei Pang, et al. ∙

research

∙ 06/04/2023

3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW

In this paper, we introduce 3rd place solution for PVUW2023 VSS track. S...

0 Shijie Chang, et al. ∙

research

∙ 05/23/2023

Neural Image Re-Exposure

The shutter strategy applied to the photo-shooting process has a signifi...

0 Xinyu Zhang, et al. ∙

research

∙ 04/27/2023

SeqTrack: Sequence to Sequence Learning for Visual Object Tracking

In this paper, we present a new sequence-to-sequence learning framework ...

7 Xin Chen, et al. ∙

research

∙ 04/27/2023

Deeply-Coupled Convolution-Transformer with Spatial-temporal Complementary Learning for Video-based Person Re-identification

Advanced deep Convolutional Neural Networks (CNNs) have shown great succ...

0 Xuehu Liu, et al. ∙

research

∙ 04/19/2023

MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation

Perception systems in modern autonomous driving vehicles typically take ...

0 Chongjian Ge, et al. ∙

research

∙ 03/24/2023

ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data

Compared with traditional RGB-only visual tracking, few datasets have be...

0 Haojie Zhao, et al. ∙

research

∙ 03/24/2023

GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images

In this work, we focus on synthesizing high-fidelity novel view images f...

2 Jianchuan Chen, et al. ∙

research

∙ 03/23/2023

Plug-and-Play Regulators for Image-Text Matching

Exploiting fine-grained correspondence and visual-semantic alignments ha...

0 Haiwen Diao, et al. ∙

research

∙ 03/20/2023

M^2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation

Accurate medical image segmentation is critical for early medical diagno...

0 Xiaoqi Zhao, et al. ∙

research

∙ 03/20/2023

Visual Prompt Multi-Modal Tracking

Visible-modal object tracking gives rise to a series of downstream multi...

0 Jiawen Zhu, et al. ∙

research

∙ 03/18/2023

Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation

Both static and moving objects usually exist in real-life videos. Most v...

0 Xiaoqi Zhao, et al. ∙

research

∙ 03/12/2023

Universal Instance Perception as Object Discovery and Retrieval

All instance perception tasks aim at finding certain objects specified b...

0 Bin Yan, et al. ∙

research

∙ 12/06/2022

Pixel2ISDF: Implicit Signed Distance Fields based Human Body Model from Multi-view and Multi-pose Images

In this report, we focus on reconstructing clothed humans in the canonic...

0 Jianchuan Chen, et al. ∙

research

∙ 11/09/2022

Interactive Feature Embedding for Infrared and Visible Image Fusion

General deep learning-based methods for infrared and visible image fusio...

0 Fan Zhao, et al. ∙

research

∙ 07/14/2022

Towards Grand Unification of Object Tracking

We present a unified method, termed Unicorn, that can simultaneously sol...

10 Bin Yan, et al. ∙

research

∙ 07/10/2022

SRRT: Search Region Regulation Tracking

Dominant trackers generate a fixed-size rectangular region based on the ...

0 Jiawen Zhu, et al. ∙

research

∙ 04/14/2022

Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling

Temporal modeling is crucial for video super-resolution. Most of the vid...

6 Takashi Isobe, et al. ∙

research

∙ 04/08/2022

Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline

With the popularity of multi-modal sensors, visible-thermal (RGB-T) obje...

0 Pengyu Zhang, et al. ∙

research

∙ 03/30/2022

Deeply Interleaved Two-Stream Encoder for Referring Video Segmentation

Referring video segmentation aims to segment the corresponding video obj...

0 Guang Feng, et al. ∙

research

∙ 03/25/2022

TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation

Recording fast motion in a high FPS (frame-per-second) requires expensiv...

5 Weihua He, et al. ∙

research

∙ 03/25/2022

Efficient Visual Tracking via Hierarchical Cross-Attention Transformer

In recent years, target tracking has made great progress in accuracy. Th...

0 Xin Chen, et al. ∙

research

∙ 03/25/2022

High-Performance Transformer Tracking

Correlation has a critical role in the tracking field, especially in rec...

0 Xin Chen, et al. ∙

research

∙ 03/09/2022

Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction

Benefiting from color independence, illumination invariance and location...

0 Xiaoqi Zhao, et al. ∙

research

∙ 03/08/2022

Lane Detection with Versatile AtrousFormer and Local Semantic Guidance

Lane detection is one of the core functions in autonomous driving and ha...

0 Jiaxing Yang, et al. ∙

research

∙ 12/04/2021

TransCMD: Cross-Modal Decoder Equipped with Transformer for RGB-D Salient Object Detection

Most of the existing RGB-D salient object detection methods utilize the ...

0 Youwei Pang, et al. ∙

research

∙ 12/03/2021

MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection

Weakly supervised salient object detection (WSOD) targets to train a CNN...

0 Yongri Piao, et al. ∙

research

∙ 12/01/2021

Transformer-based Network for RGB-D Saliency Detection

RGB-D saliency detection integrates information from both RGB images and...

0 Yue Wang, et al. ∙

research

∙ 09/24/2021

MODNet-V: Improving Portrait Video Matting via Background Restoration

To address the challenging portrait video matting problem more precisely...

0 Jiayu Sun, et al. ∙

research

∙ 09/04/2021

To be Critical: Self-Calibrated Weakly Supervised Learning for Salient Object Detection

Weakly-supervised salient object detection (WSOD) aims to develop salien...

0 Yongri Piao, et al. ∙

research

∙ 08/11/2021

Automatic Polyp Segmentation via Multi-scale Subtraction Network

More than 90% of colorectal cancer is gradually transformed from colorec...

0 Xiaoqi Zhao, et al. ∙

research

∙ 08/11/2021

Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object Segmentation

Location and appearance are the key cues for video object segmentation. ...

6 Xiaoqi Zhao, et al. ∙

research

∙ 08/09/2021

Video Annotation for Visual Tracking via Selection and Refinement

Deep learning based visual trackers entail offline pre-training on large...

0 Kenan Dai, et al. ∙

research

∙ 07/13/2021

HAT: Hierarchical Aggregation Transformers for Person Re-identification

Recently, with the advance of deep Convolutional Neural Networks (CNNs),...

11 Guowen Zhang, et al. ∙

research

∙ 06/25/2021

Animatable Neural Radiance Fields from Monocular RGB Video

We present animatable neural radiance fields for detailed human avatar c...

0 Jianchuan Chen, et al. ∙

research

∙ 06/07/2021

Multi-Target Domain Adaptation with Collaborative Consistency Learning

Recently unsupervised domain adaptation for the semantic segmentation ta...

0 Takashi Isobe, et al. ∙

research

∙ 05/05/2021

Encoder Fusion Network with Co-Attention Embedding for Referring Image Segmentation

Recently, referring image segmentation has aroused widespread interest. ...

6 Guang Feng, et al. ∙

research

∙ 04/29/2021

LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search

Object tracking has achieved significant progress over the past few year...

0 Bin Yan, et al. ∙

research

∙ 04/05/2021

A Video Is Worth Three Views: Trigeminal Transformers for Video-based Person Re-identification

Video-based person re-identification (Re-ID) aims to retrieve video sequ...

0 Xuehu Liu, et al. ∙

research

∙ 03/31/2021

Learning Spatio-Temporal Transformer for Visual Tracking

In this paper, we present a new tracking architecture with an encoder-de...

0 Bin Yan, et al. ∙

research

∙ 03/29/2021

Transformer Tracking

Correlation acts as a critical role in the tracking field, especially in...

0 Xin Chen, et al. ∙

research

∙ 03/07/2021

Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification

Video-based person re-identification (Re-ID) aims to automatically retri...

0 Xuehu Liu, et al. ∙

research

∙ 01/29/2021

Self-Supervised Representation Learning for RGB-D Salient Object Detection

Existing CNNs-Based RGB-D Salient Object Detection (SOD) networks are al...

0 Xiaoqi Zhao, et al. ∙

Huchuan Lu

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