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08/31/2023
BuilDiff: 3D Building Shape Generation using Single-Image Conditional Point Cloud Diffusion Models
3D building generation with low data acquisition costs, such as single i...
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08/10/2023
Tracing the Influence of Predecessors on Trajectory Prediction
In real-world traffic scenarios, agents such as pedestrians and car driv...
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07/05/2023
Interactive Image Segmentation with Cross-Modality Vision Transformers
Interactive image segmentation aims to segment the target from the backg...
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04/02/2023
Learning Similarity between Scene Graphs and Images with Transformers
Scene graph generation is conventionally evaluated by (mean) Recall@K, w...
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02/27/2023
LAformer: Trajectory Prediction for Autonomous Driving with Lane-Aware Scene Constraints
Trajectory prediction for autonomous driving must continuously reason th...
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02/06/2023
Generating Evidential BEV Maps in Continuous Driving Space
Safety is critical for autonomous driving, and one aspect of improving s...
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01/23/2023
HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial Images
Visual question answering (VQA) is an important and challenging multimod...
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01/04/2023
Attribute-Centric Compositional Text-to-Image Generation
Despite the recent impressive breakthroughs in text-to-image generation,...
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11/11/2022
SSGVS: Semantic Scene Graph-to-Video Synthesis
As a natural extension of the image synthesis task, video synthesis has ...
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10/08/2022
Flow-based GAN for 3D Point Cloud Generation from a Single Image
Generating a 3D point cloud from a single 2D image is of great importanc...
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09/16/2022
GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model
Trajectory prediction has been a long-standing problem in intelligent sy...
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01/27/2022
RelTR: Relation Transformer for Scene Graph Generation
Different objects in the same scene are more or less related to each oth...
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08/05/2021
Disentangled Lifespan Face Synthesis
A lifespan face synthesis (LFS) model aims to generate a set of photo-re...
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07/26/2021
Spatial-Temporal Transformer for Dynamic Scene Graph Generation
Dynamic scene graph generation aims at generating a scene graph of the g...
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05/05/2021
Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images
Humans perceive and construct the surrounding world as an arrangement of...
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04/01/2021
Text to Image Generation with Semantic-Spatial Aware GAN
A text to image generation (T2I) model aims to generate photo-realistic ...
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03/22/2021
Context-Aware Layout to Image Generation with Enhanced Object Appearance
A layout to image (L2I) generation model aims to generate a complicated ...
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02/05/2021
Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery
Semantic segmentation for aerial platforms has been one of the fundament...
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12/19/2020
Self-supervised monocular depth estimation from oblique UAV videos
UAVs have become an essential photogrammetric measurement as they are af...
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12/18/2020
LGENet: Local and Global Encoder Network for Semantic Segmentation of Airborne Laser Scanning Point Clouds
Interpretation of Airborne Laser Scanning (ALS) point clouds is a critic...
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12/07/2020
Boosting Image Super-Resolution Via Fusion of Complementary Information Captured by Multi-Modal Sensors
Image Super-Resolution (SR) provides a promising technique to enhance th...
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11/02/2020
CABiNet: Efficient Context Aggregation Network for Low-Latency Semantic Segmentation
With the increasing demand of autonomous machines, pixel-wise semantic s...
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10/30/2020
Exploring Dynamic Context for Multi-path Trajectory Prediction
To accurately predict future positions of different agents in traffic sc...
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06/22/2020
DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation
The past decade has witnessed great progress on remote sensing (RS) imag...
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06/15/2020
AMENet: Attentive Maps Encoder Network for Trajectory Prediction
Trajectory prediction is a crucial task in different communities, such a...
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05/28/2020
LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery
State-of-the-art object detection approaches such as Fast/Faster R-CNN, ...
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03/02/2020
Plug Play Convolutional Regression Tracker for Video Object Detection
Video object detection targets to simultaneously localize the bounding b...
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01/14/2020
NODIS: Neural Ordinary Differential Scene Understanding
Semantic image understanding is a challenging topic in computer vision. ...
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01/08/2020
CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus
We present a robust estimator for fitting multiple parametric models of ...
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12/09/2019
Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features
Recently, Convolutional Neural Networks (CNNs) have been successfully ad...
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09/30/2019
LIP: Learning Instance Propagation for Video Object Segmentation
In recent years, the task of segmenting foreground objects from backgrou...
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07/23/2019
Temporally Consistent Horizon Lines
The horizon line is an important geometric feature for many image proces...
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04/07/2019
Unsupervised Domain Adaptation for Multispectral Pedestrian Detection
Multimodal information (e.g., visible and thermal) can generate robust p...
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04/03/2019
Exploring the Semantics for Visual Relationship Detection
Scene graph construction / visual relationship detection from an image a...
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02/14/2019
Box-level Segmentation Supervised Deep Neural Networks for Accurate and Real-time Multispectral Pedestrian Detection
Effective fusion of complementary information captured by multi-modal se...
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10/26/2018
Security Event Recognition for Visual Surveillance
With rapidly increasing deployment of surveillance cameras, the reliable...
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10/24/2018
The UAVid Dataset for Video Semantic Segmentation
Video semantic segmentation has been one of the research focus in comput...
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07/25/2018
Change Detection between Multimodal Remote Sensing Data Using Siamese CNN
Detecting topographic changes in the urban environment has always been a...
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07/25/2018
Patch-based Evaluation of Dense Image Matching Quality
Airborne laser scanning and photogrammetry are two main techniques to ob...
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02/27/2018
Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection
Multispectral pedestrian detection has received extensive attention in r...
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02/09/2018
Temporally Object-based Video Co-Segmentation
In this paper, we propose an unsupervised video object co-segmentation f...
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02/09/2018
Slice Sampling Particle Belief Propagation
Inference in continuous label Markov random fields is a challenging task...
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02/09/2018
Unsupervised Deep Domain Adaptation for Pedestrian Detection
This paper addresses the problem of unsupervised domain adaptation on th...
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02/09/2018
Video Event Recognition and Anomaly Detection by Combining Gaussian Process and Hierarchical Dirichlet Process Models
In this paper, we present an unsupervised learning framework for analyzi...
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02/09/2018
Triplet-based Deep Similarity Learning for Person Re-Identification
In recent years, person re-identification (re-id) catches great attentio...
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01/22/2018
Vehicle Detection in Aerial Images
The detection of vehicles in aerial images is widely applied in many app...
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11/16/2017
Natural Language Guided Visual Relationship Detection
Reasoning about the relationships between object pairs in images is a cr...
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09/18/2017
Learning a Fully Convolutional Network for Object Recognition using very few Data
In recent years, data-driven methods have shown great success for extrac...
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09/06/2017
Towards Automated Cadastral Boundary Delineation from UAV Data
Unmanned aerial vehicles (UAV) are evolving as an alternative tool to ac...
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07/08/2017