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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

Showing 125 of 54 papers

TitleStatusHype
Adapting Pre-Trained Vision Models for Novel Instance Detection and SegmentationCode2
Class-agnostic Object Detection with Multi-modal TransformerCode1
PointRCNN: 3D Object Proposal Generation and Detection from Point CloudCode1
Superpixel-based Refinement for Object Proposal GenerationCode1
UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object DetectionCode1
4D-StOP: Panoptic Segmentation of 4D LiDAR using Spatio-temporal Object Proposal Generation and AggregationCode1
Selective Convolutional Descriptor Aggregation for Fine-Grained Image RetrievalCode1
3D Object Detection with PointformerCode1
AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small ObjectsCode0
Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic GroundingCode0
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal GenerationCode0
Fast Segment AnythingCode0
Semantic Edge Detection with Diverse Deep SupervisionCode0
SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous DrivingCode0
Semantic Instance Segmentation via Deep Metric LearningCode0
Object proposal generation applying the distance dependent Chinese restaurant processCode0
Convolutional Channel FeaturesCode0
CASENet: Deep Category-Aware Semantic Edge DetectionCode0
Multi-View 3D Object Detection Network for Autonomous DrivingCode0
Recurrent Pixel Embedding for Instance GroupingCode0
Seq-NMS for Video Object DetectionCode0
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision0
Generating Discriminative Object Proposals via Submodular Ranking0
Multi-stage Object Detection with Group Recursive Learning0
Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation0
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