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Object Proposal Generation

Object proposal generation is a preprocessing technique that has been widely used in current object detection pipelines to guide the search of objects and avoid exhaustive sliding window search across images.

( Image credit: Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation )

Papers

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Showing 1–25 of 54 papers

TitleStatusHype
Adapting Pre-Trained Vision Models for Novel Instance Detection and SegmentationCode2
Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic GroundingCode0
Small, but important: Traffic light proposals for detecting small traffic lights and beyond—0
Fast Segment AnythingCode0
SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous DrivingCode0
4D-StOP: Panoptic Segmentation of 4D LiDAR using Spatio-temporal Object Proposal Generation and AggregationCode1
Segmenting Medical Instruments in Minimally Invasive Surgeries using AttentionMask—0
Localizing Small Apples in Complex Apple Orchard Environments—0
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues—0
Class-agnostic Object Detection with Multi-modal TransformerCode1
DeepFH Segmentations for Superpixel-based Object Proposal Refinement—0
Superpixel-based Refinement for Object Proposal GenerationCode1
3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds—0
You Don't Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and Tracking—0
3D Object Detection with PointformerCode1
UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object DetectionCode1
Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection—0
What leads to generalization of object proposals?—0
Real-time 3D object proposal generation and classification under limited processing resources—0
Relation Graph Network for 3D Object Detection in Point Clouds—0
PointRCNN: 3D Object Proposal Generation and Detection from Point CloudCode1
AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small ObjectsCode0
Deep Learning for Generic Object Detection: A Survey—0
Semantic Edge Detection with Diverse Deep SupervisionCode0
A New Target-specific Object Proposal Generation Method for Visual Tracking—0
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